From 94aa2bb271878e6343a5b4791759ca2b74375116 Mon Sep 17 00:00:00 2001 From: Linh Nguyen Date: Sun, 31 Mar 2024 21:49:30 +0700 Subject: [PATCH 01/28] edit prompts --- config.yaml | 9 +++++---- src/relevancy.py | 6 ++++-- src/relevancy_prompt.txt | 9 +++++---- 3 files changed, 14 insertions(+), 10 deletions(-) diff --git a/config.yaml b/config.yaml index feabf85..722b27e 100644 --- a/config.yaml +++ b/config.yaml @@ -3,13 +3,13 @@ topic: "Computer Science" # An empty list here will include all categories in a topic # Use the natural language names of the topics, found here: https://arxiv.org # Including more categories will result in more calls to the large language model -categories: ["Artificial Intelligence", "Computation and Language"] +categories: ["Artificial Intelligence", "Computation and Language", "Machine Learning"] # Relevance score threshold. abstracts that receive a score less than this from the large language model # will have their papers filtered out. # # Must be within 1-10 -threshold: 7 +threshold: 6 # A natural language statement that the large language model will use to judge which papers are relevant # @@ -23,5 +23,6 @@ threshold: 7 interest: | 1. Large language model pretraining and finetunings 2. Multimodal machine learning - 3. Do not care about specific application, for example, information extraction, summarization, etc. - 4. Not interested in paper focus on specific languages, e.g., Arabic, Chinese, etc. + 3. RAGs + 4. Optimization of LLM and GenAI + 5. Do not care about specific application, for example, information extraction, summarization, etc. diff --git a/src/relevancy.py b/src/relevancy.py index 5cef09a..e142bf9 100644 --- a/src/relevancy.py +++ b/src/relevancy.py @@ -46,8 +46,10 @@ def post_process_chat_gpt_response(paper_data, response, threshold_score=8): score_items = [ json.loads(re.sub(pattern, "", line)) for line in json_items if "relevancy score" in line.lower()] - except Exception: + except Exception as e: pprint.pprint([re.sub(pattern, "", line) for line in json_items if "relevancy score" in line.lower()]) + print(e) + #raise e raise RuntimeError("failed") pprint.pprint(score_items) scores = [] @@ -136,7 +138,7 @@ def generate_relevance_score( return ans_data, hallucination def run_all_day_paper( - query={"interest":"", "subjects":["Computation and Language", "Artificial Intelligence"]}, + query={"interest":"Computer Science", "subjects":["Machine Learning", "Computation and Language", "Artificial Intelligence"]}, date=None, data_dir="../data", model_name="gpt-3.5-turbo-16k", diff --git a/src/relevancy_prompt.txt b/src/relevancy_prompt.txt index fb413c4..0fd196b 100644 --- a/src/relevancy_prompt.txt +++ b/src/relevancy_prompt.txt @@ -1,7 +1,8 @@ You have been asked to read a list of a few arxiv papers, each with title, authors and abstract. -Based on my specific research interests, elevancy score out of 10 for each paper, based on my specific research interest, with a higher score indicating greater relevance. A relevance score more than 7 will need person's attention for details. -Additionally, please generate 1-2 sentence summary for each paper explaining why it's relevant to my research interests. +Based on my specific research interests, relevancy score out of 10 for each paper, based on my specific research interest, with a higher score indicating greater relevance. A relevance score more than 7 will need person's attention for details. +Additionally, please generate summary, for each paper explaining why it's relevant to my research interests. Please keep the paper order the same as in the input list, with one json format per line. Example is: -1. {"Relevancy score": "an integer score out of 10", "Reasons for match": "1-2 sentence short reasonings"} -My research interests are: \ No newline at end of file +{"Relevancy score": "an integer score out of 10", "Reasons for match": "1-2 sentence short reasonings", "Goal":"Goal of the paper/What kind of pain points the paper is trying to solve?", "Data": "Short summary of the data source used in the paper", "Methodology": "Summary of methodologies authors described in the paper", "Experiments & Results": "Summary of results", "Git": "Link to the Github code repo (if available)", "Discussion & Next steps": "Further discussion and next steps of the research"} + +My research interests are: NLP, RAGs, LLM, Optmization in Machine learning, Data science, Generative AI, Optimization in LLM, Finance modelling ... \ No newline at end of file From 9df54fe20c7d8db42a16af7dd84ffda38a4fb552 Mon Sep 17 00:00:00 2001 From: linhkid Date: Sun, 31 Mar 2024 22:17:47 +0700 Subject: [PATCH 02/28] edit exception --- src/relevancy.py | 1 - 1 file changed, 1 deletion(-) diff --git a/src/relevancy.py b/src/relevancy.py index e142bf9..9098140 100644 --- a/src/relevancy.py +++ b/src/relevancy.py @@ -49,7 +49,6 @@ def post_process_chat_gpt_response(paper_data, response, threshold_score=8): except Exception as e: pprint.pprint([re.sub(pattern, "", line) for line in json_items if "relevancy score" in line.lower()]) print(e) - #raise e raise RuntimeError("failed") pprint.pprint(score_items) scores = [] From e3e24eab7f61df9a3ecef454356343c16a498126 Mon Sep 17 00:00:00 2001 From: linhkid Date: Sun, 31 Mar 2024 22:24:53 +0700 Subject: [PATCH 03/28] test push --- src/relevancy.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/src/relevancy.py b/src/relevancy.py index 9098140..6f33974 100644 --- a/src/relevancy.py +++ b/src/relevancy.py @@ -48,7 +48,7 @@ def post_process_chat_gpt_response(paper_data, response, threshold_score=8): for line in json_items if "relevancy score" in line.lower()] except Exception as e: pprint.pprint([re.sub(pattern, "", line) for line in json_items if "relevancy score" in line.lower()]) - print(e) + print(e) #linh edit, test raise RuntimeError("failed") pprint.pprint(score_items) scores = [] From 284474f7aec6e0b9f6b5bce111534c7dcdb4c3d2 Mon Sep 17 00:00:00 2001 From: linhkid Date: Tue, 2 Apr 2024 22:58:38 +0700 Subject: [PATCH 04/28] Add other fields and fix JSON format errors --- config.yaml | 2 +- src/action.py | 6 +++++- src/relevancy.py | 24 +++++++++++++++++++----- src/relevancy_prompt.txt | 2 +- 4 files changed, 26 insertions(+), 8 deletions(-) diff --git a/config.yaml b/config.yaml index 722b27e..70098e8 100644 --- a/config.yaml +++ b/config.yaml @@ -9,7 +9,7 @@ categories: ["Artificial Intelligence", "Computation and Language", "Machine Lea # will have their papers filtered out. # # Must be within 1-10 -threshold: 6 +threshold: 7 # A natural language statement that the large language model will use to judge which papers are relevant # diff --git a/src/action.py b/src/action.py index 80f736c..10cc89f 100644 --- a/src/action.py +++ b/src/action.py @@ -251,7 +251,11 @@ def generate_body(topic, categories, interest, threshold): ) body = "

".join( [ - f'Title: {paper["title"]}
Authors: {paper["authors"]}
Score: {paper["Relevancy score"]}
Reason: {paper["Reasons for match"]}' + f'Title: {paper["title"]}
Authors: {paper["authors"]}
' + f'Score: {paper["Relevancy score"]}
Reason: {paper["Reasons for match"]}
' + f'Goal: {paper["Goal"]}
Data: {paper["Data"]}
Methodology: {paper["Methodology"]}
' + f'Experiments & Results: {paper["Experiments & Results"]}
Git: {paper["Git"]}
' + f'Discussion & Next steps: {paper["Discussion & Next steps"]}' for paper in relevancy ] ) diff --git a/src/relevancy.py b/src/relevancy.py index 6f33974..f73e174 100644 --- a/src/relevancy.py +++ b/src/relevancy.py @@ -31,12 +31,22 @@ def encode_prompt(query, prompt_papers): prompt += f"{idx + 1}. Authors: {authors}\n" prompt += f"{idx + 1}. Abstract: {abstract}\n" prompt += f"\n Generate response:\n1." - print(prompt) + #print(prompt) return prompt +def is_json(myjson): + try: + json.loads(myjson) + except ValueError as e: + return False + return True + + def post_process_chat_gpt_response(paper_data, response, threshold_score=8): selected_data = [] + print("HERE") + print(response['message']['content']) if response is None: return [] json_items = response['message']['content'].replace("\n\n", "\n").split("\n") @@ -45,12 +55,16 @@ def post_process_chat_gpt_response(paper_data, response, threshold_score=8): try: score_items = [ json.loads(re.sub(pattern, "", line)) - for line in json_items if "relevancy score" in line.lower()] + for line in json_items if (is_json(line) and "relevancy score" in line.lower())] except Exception as e: - pprint.pprint([re.sub(pattern, "", line) for line in json_items if "relevancy score" in line.lower()]) - print(e) #linh edit, test + #pprint.pprint([re.sub(pattern, "", line) for line in json_items if "relevancy score" in line.lower()]) + try: + score_items = score_items[:-1] + except Exception: + score_items = [] + print(e) raise RuntimeError("failed") - pprint.pprint(score_items) + #pprint.pprint(score_items) scores = [] for item in score_items: temp = item["Relevancy score"] diff --git a/src/relevancy_prompt.txt b/src/relevancy_prompt.txt index 0fd196b..3177ff1 100644 --- a/src/relevancy_prompt.txt +++ b/src/relevancy_prompt.txt @@ -3,6 +3,6 @@ Based on my specific research interests, relevancy score out of 10 for each pape Additionally, please generate summary, for each paper explaining why it's relevant to my research interests. Please keep the paper order the same as in the input list, with one json format per line. Example is: -{"Relevancy score": "an integer score out of 10", "Reasons for match": "1-2 sentence short reasonings", "Goal":"Goal of the paper/What kind of pain points the paper is trying to solve?", "Data": "Short summary of the data source used in the paper", "Methodology": "Summary of methodologies authors described in the paper", "Experiments & Results": "Summary of results", "Git": "Link to the Github code repo (if available)", "Discussion & Next steps": "Further discussion and next steps of the research"} +1. {"Relevancy score": "an integer score out of 10", "Reasons for match": "1-2 sentence short reasonings", "Goal": "What kind of pain points the paper is trying to solve?", "Data": "Summary of the data source used in the paper", "Methodology": "Summary of methodologies used in the paper", "Git": "Link to the code repo (if available)", "Experiments & Results": "Summary of any experiments & its results", "Discussion & Next steps": "Further discussion and next steps of the research"} My research interests are: NLP, RAGs, LLM, Optmization in Machine learning, Data science, Generative AI, Optimization in LLM, Finance modelling ... \ No newline at end of file From cb7341ff00ecca000480475a0f7aff27b7bafc10 Mon Sep 17 00:00:00 2001 From: linhkid Date: Sun, 7 Apr 2024 10:22:28 +0700 Subject: [PATCH 05/28] add date time to file name --- config.yaml | 2 +- src/action.py | 11 +++++++++-- src/relevancy.py | 4 ++-- 3 files changed, 12 insertions(+), 5 deletions(-) diff --git a/config.yaml b/config.yaml index 70098e8..722b27e 100644 --- a/config.yaml +++ b/config.yaml @@ -9,7 +9,7 @@ categories: ["Artificial Intelligence", "Computation and Language", "Machine Lea # will have their papers filtered out. # # Must be within 1-10 -threshold: 7 +threshold: 6 # A natural language statement that the large language model will use to judge which papers are relevant # diff --git a/src/action.py b/src/action.py index 10cc89f..a17e69a 100644 --- a/src/action.py +++ b/src/action.py @@ -10,6 +10,8 @@ import openai from relevancy import generate_relevance_score, process_subject_fields from download_new_papers import get_papers +from datetime import date + # Hackathon quality code. Don't judge too harshly. @@ -247,7 +249,7 @@ def generate_body(topic, categories, interest, threshold): papers, query={"interest": interest}, threshold_score=threshold, - num_paper_in_prompt=16, + num_paper_in_prompt=20, ) body = "

".join( [ @@ -273,6 +275,10 @@ def generate_body(topic, categories, interest, threshold): ) return body +def get_date(): + today = date.today() + formatted_date = today.strftime("%d%m%Y") + return formatted_date if __name__ == "__main__": # Load the .env file. @@ -296,7 +302,8 @@ def generate_body(topic, categories, interest, threshold): threshold = config["threshold"] interest = config["interest"] body = generate_body(topic, categories, interest, threshold) - with open("digest.html", "w") as f: + today_date = get_date() + with open(f"digest_{today_date}.html", "w") as f: f.write(body) if os.environ.get("SENDGRID_API_KEY", None): sg = SendGridAPIClient(api_key=os.environ.get("SENDGRID_API_KEY")) diff --git a/src/relevancy.py b/src/relevancy.py index f73e174..28c755d 100644 --- a/src/relevancy.py +++ b/src/relevancy.py @@ -106,8 +106,8 @@ def generate_relevance_score( all_papers, query, model_name="gpt-3.5-turbo-16k", - threshold_score=8, - num_paper_in_prompt=4, + threshold_score=7, + num_paper_in_prompt=8, temperature=0.4, top_p=1.0, sorting=True From 937bbefdb8c75547416a83276e378dd40bffbf2e Mon Sep 17 00:00:00 2001 From: linhkid Date: Sun, 7 Apr 2024 10:56:23 +0700 Subject: [PATCH 06/28] Edit some comments --- src/relevancy.py | 8 +++----- 1 file changed, 3 insertions(+), 5 deletions(-) diff --git a/src/relevancy.py b/src/relevancy.py index 28c755d..e18d487 100644 --- a/src/relevancy.py +++ b/src/relevancy.py @@ -31,7 +31,7 @@ def encode_prompt(query, prompt_papers): prompt += f"{idx + 1}. Authors: {authors}\n" prompt += f"{idx + 1}. Abstract: {abstract}\n" prompt += f"\n Generate response:\n1." - #print(prompt) + print(prompt) return prompt @@ -45,8 +45,6 @@ def is_json(myjson): def post_process_chat_gpt_response(paper_data, response, threshold_score=8): selected_data = [] - print("HERE") - print(response['message']['content']) if response is None: return [] json_items = response['message']['content'].replace("\n\n", "\n").split("\n") @@ -57,14 +55,14 @@ def post_process_chat_gpt_response(paper_data, response, threshold_score=8): json.loads(re.sub(pattern, "", line)) for line in json_items if (is_json(line) and "relevancy score" in line.lower())] except Exception as e: - #pprint.pprint([re.sub(pattern, "", line) for line in json_items if "relevancy score" in line.lower()]) + pprint.pprint([re.sub(pattern, "", line) for line in json_items if "relevancy score" in line.lower()]) try: score_items = score_items[:-1] except Exception: score_items = [] print(e) raise RuntimeError("failed") - #pprint.pprint(score_items) + pprint.pprint(score_items) scores = [] for item in score_items: temp = item["Relevancy score"] From 6ec246bc13d4473e00527fe3e28edccc1877a6e0 Mon Sep 17 00:00:00 2001 From: Nguyen Khanh Linh Date: Tue, 9 Apr 2024 23:11:09 +0700 Subject: [PATCH 07/28] Update README.md --- README.md | 1 + 1 file changed, 1 insertion(+) diff --git a/README.md b/README.md index 0eaded6..cde6e47 100644 --- a/README.md +++ b/README.md @@ -1,6 +1,7 @@

**ArXiv Digest and Personalized Recommendations using Large Language Models.** +(Note: This is an adjusted repo to match my needs. For original repo please refer to AutoLLM that I forked from) This repo aims to provide a better daily digest for newly published arXiv papers based on your own research interests and natural-language descriptions, using relevancy ratings from GPT. From d98d8da9faa0a7a25a83fb1d29084ea114185a92 Mon Sep 17 00:00:00 2001 From: Nguyen Khanh Linh Date: Tue, 9 Apr 2024 23:11:20 +0700 Subject: [PATCH 08/28] Update README.md --- README.md | 1 + 1 file changed, 1 insertion(+) diff --git a/README.md b/README.md index cde6e47..14a1200 100644 --- a/README.md +++ b/README.md @@ -1,6 +1,7 @@

**ArXiv Digest and Personalized Recommendations using Large Language Models.** + (Note: This is an adjusted repo to match my needs. For original repo please refer to AutoLLM that I forked from) This repo aims to provide a better daily digest for newly published arXiv papers based on your own research interests and natural-language descriptions, using relevancy ratings from GPT. From 126773e8a5012a9ea012c68c35c9bb1d1a1aaba5 Mon Sep 17 00:00:00 2001 From: Nguyen Khanh Linh Date: Tue, 9 Apr 2024 23:13:41 +0700 Subject: [PATCH 09/28] Update README.md --- README.md | 4 ++-- 1 file changed, 2 insertions(+), 2 deletions(-) diff --git a/README.md b/README.md index 14a1200..cbe693e 100644 --- a/README.md +++ b/README.md @@ -1,8 +1,8 @@

-**ArXiv Digest and Personalized Recommendations using Large Language Models.** +**ArXiv Digest (extra version) and Personalized Recommendations using Large Language Models.** -(Note: This is an adjusted repo to match my needs. For original repo please refer to AutoLLM that I forked from) +*(Note: This is an adjusted repo to match my needs. For original repo please refer to **AutoLLM** that I forked from)* This repo aims to provide a better daily digest for newly published arXiv papers based on your own research interests and natural-language descriptions, using relevancy ratings from GPT. From 5d885c473f91b2314ef423d16aa90e1c17eb3c6e Mon Sep 17 00:00:00 2001 From: linhkid Date: Sun, 21 Apr 2024 23:23:14 +0700 Subject: [PATCH 10/28] test adding new attributes --- src/action.py | 2 -- src/download_new_papers.py | 4 +++- 2 files changed, 3 insertions(+), 3 deletions(-) diff --git a/src/action.py b/src/action.py index a17e69a..235ed43 100644 --- a/src/action.py +++ b/src/action.py @@ -1,8 +1,6 @@ from sendgrid import SendGridAPIClient from sendgrid.helpers.mail import Mail, Email, To, Content -from datetime import date - import argparse import yaml import os diff --git a/src/download_new_papers.py b/src/download_new_papers.py index b07b22c..06b8744 100644 --- a/src/download_new_papers.py +++ b/src/download_new_papers.py @@ -7,7 +7,7 @@ import datetime import pytz - +#Linh - add new def crawl_html_version(html_link) here def _download_new_papers(field_abbr): NEW_SUB_URL = f'https://arxiv.org/list/{field_abbr}/new' # https://arxiv.org/list/cs/new page = urllib.request.urlopen(NEW_SUB_URL) @@ -21,6 +21,7 @@ def _download_new_papers(field_abbr): dt_list = content.dl.find_all("dt") dd_list = content.dl.find_all("dd") arxiv_base = "https://arxiv.org/abs/" + arxiv_html = "https://arxiv.org/html/" assert len(dt_list) == len(dd_list) new_paper_list = [] @@ -29,6 +30,7 @@ def _download_new_papers(field_abbr): paper_number = dt_list[i].text.strip().split(" ")[2].split(":")[-1] paper['main_page'] = arxiv_base + paper_number paper['pdf'] = arxiv_base.replace('abs', 'pdf') + paper_number + paper['html'] = arxiv_html + paper_number + "v1" paper['title'] = dd_list[i].find("div", {"class": "list-title mathjax"}).text.replace("Title: ", "").strip() paper['authors'] = dd_list[i].find("div", {"class": "list-authors"}).text \ From fc0e67e197183702689081e315ac82faaeccd6fa Mon Sep 17 00:00:00 2001 From: linhkid Date: Fri, 26 Apr 2024 23:35:56 +0700 Subject: [PATCH 11/28] Read html version of papers instead of just abstract --- src/action.py | 2 +- src/app.py | 4 ++-- src/download_new_papers.py | 22 ++++++++++++++++++++- src/relevancy.py | 39 +++++++++++++++++++++++++++----------- src/utils.py | 9 ++++++--- 5 files changed, 58 insertions(+), 18 deletions(-) diff --git a/src/action.py b/src/action.py index 235ed43..613baeb 100644 --- a/src/action.py +++ b/src/action.py @@ -247,7 +247,7 @@ def generate_body(topic, categories, interest, threshold): papers, query={"interest": interest}, threshold_score=threshold, - num_paper_in_prompt=20, + num_paper_in_prompt=2, ) body = "

".join( [ diff --git a/src/app.py b/src/app.py index 0743ad5..5df286f 100644 --- a/src/app.py +++ b/src/app.py @@ -81,7 +81,7 @@ def sample(email, topic, physics_topic, categories, interest): papers, query={"interest": interest}, threshold_score=0, - num_paper_in_prompt=4) + num_paper_in_prompt=2) return "\n\n".join([paper["summarized_text"] for paper in relevancy]) else: return "\n\n".join(f"Title: {paper['title']}\nAuthors: {paper['authors']}" for paper in papers) @@ -127,7 +127,7 @@ def test(email, topic, physics_topic, categories, interest, key): papers, query={"interest": interest}, threshold_score=7, - num_paper_in_prompt=8) + num_paper_in_prompt=2) body = "

".join([f'Title: {paper["title"]}
Authors: {paper["authors"]}
Score: {paper["Relevancy score"]}
Reason: {paper["Reasons for match"]}' for paper in relevancy]) if hallucination: body = "Warning: the model hallucinated some papers. We have tried to remove them, but the scores may not be accurate.

" + body diff --git a/src/download_new_papers.py b/src/download_new_papers.py index 06b8744..af42e91 100644 --- a/src/download_new_papers.py +++ b/src/download_new_papers.py @@ -1,5 +1,7 @@ # encoding: utf-8 import os +from urllib.error import HTTPError + import tqdm from bs4 import BeautifulSoup as bs import urllib.request @@ -8,6 +10,21 @@ import pytz #Linh - add new def crawl_html_version(html_link) here +def crawl_html_version(html_link): + main_content = [] + try: + html = urllib.request.urlopen(html_link) + except HTTPError as e: + return ["None"] + soup = bs(html) + content = soup.find('div', attrs={'class': 'ltx_page_content'}) + para_list = content.find_all("div", attrs={'class': 'ltx_para'}) + + for each in para_list: + main_content.append(each.text.strip()) + return ' '.join(main_content)[:8000] + #if len(main_content >) + #return ''.join(main_content) if len(main_content) < 20000 else ''.join(main_content[:20000]) def _download_new_papers(field_abbr): NEW_SUB_URL = f'https://arxiv.org/list/{field_abbr}/new' # https://arxiv.org/list/cs/new page = urllib.request.urlopen(NEW_SUB_URL) @@ -30,13 +47,14 @@ def _download_new_papers(field_abbr): paper_number = dt_list[i].text.strip().split(" ")[2].split(":")[-1] paper['main_page'] = arxiv_base + paper_number paper['pdf'] = arxiv_base.replace('abs', 'pdf') + paper_number - paper['html'] = arxiv_html + paper_number + "v1" + #paper['html'] = arxiv_html + paper_number + "v1" paper['title'] = dd_list[i].find("div", {"class": "list-title mathjax"}).text.replace("Title: ", "").strip() paper['authors'] = dd_list[i].find("div", {"class": "list-authors"}).text \ .replace("Authors:\n", "").replace("\n", "").strip() paper['subjects'] = dd_list[i].find("div", {"class": "list-subjects"}).text.replace("Subjects: ", "").strip() paper['abstract'] = dd_list[i].find("p", {"class": "mathjax"}).text.replace("\n", " ").strip() + paper['content'] = crawl_html_version(arxiv_html + paper_number + "v1") new_paper_list.append(paper) @@ -64,3 +82,5 @@ def get_papers(field_abbr, limit=None): return results results.append(json.loads(line)) return results + +#crawl_html_version("https://arxiv.org/html/2404.11972v1") \ No newline at end of file diff --git a/src/relevancy.py b/src/relevancy.py index e18d487..d634cec 100644 --- a/src/relevancy.py +++ b/src/relevancy.py @@ -23,15 +23,16 @@ def encode_prompt(query, prompt_papers): prompt += query['interest'] for idx, task_dict in enumerate(prompt_papers): - (title, authors, abstract) = task_dict["title"], task_dict["authors"], task_dict["abstract"] + (title, authors, abstract, content) = task_dict["title"], task_dict["authors"], task_dict["abstract"], task_dict["content"] if not title: raise prompt += f"###\n" prompt += f"{idx + 1}. Title: {title}\n" prompt += f"{idx + 1}. Authors: {authors}\n" prompt += f"{idx + 1}. Abstract: {abstract}\n" + prompt += f"{idx + 1}. Content: {content}\n" prompt += f"\n Generate response:\n1." - print(prompt) + #print(prompt) return prompt @@ -42,18 +43,34 @@ def is_json(myjson): return False return True - -def post_process_chat_gpt_response(paper_data, response, threshold_score=8): +def post_process_chat_gpt_response(paper_data, response, threshold_score=7): selected_data = [] if response is None: return [] json_items = response['message']['content'].replace("\n\n", "\n").split("\n") pattern = r"^\d+\. |\\" import pprint + + def try_loads(line): + try: + return json.loads(re.sub(pattern, "", line)) + except json.JSONDecodeError: + return None + score_items = [] try: - score_items = [ - json.loads(re.sub(pattern, "", line)) - for line in json_items if (is_json(line) and "relevancy score" in line.lower())] + # score_items = [ + # json.loads(re.sub(pattern, "", line)) + # for line in json_items if (is_json(line) and "relevancy score" in line.lower())] + for line in json_items: + if is_json(line) and "relevancy score" in line.lower(): + score_items.append(json.loads(re.sub(pattern, "", line))) + #elif + + # score_items = [ + # loaded_json + # for line in json_items if (is_json(line) and "relevancy score" in line.lower()) + # for loaded_json in [try_loads(line)] if loaded_json is not None + # ] except Exception as e: pprint.pprint([re.sub(pattern, "", line) for line in json_items if "relevancy score" in line.lower()]) try: @@ -105,7 +122,7 @@ def generate_relevance_score( query, model_name="gpt-3.5-turbo-16k", threshold_score=7, - num_paper_in_prompt=8, + num_paper_in_prompt=1, temperature=0.4, top_p=1.0, sorting=True @@ -121,7 +138,7 @@ def generate_relevance_score( decoding_args = utils.OpenAIDecodingArguments( temperature=temperature, n=1, - max_tokens=128*num_paper_in_prompt, # The response for each paper should be less than 128 tokens. + max_tokens=1024*num_paper_in_prompt, # The response for each paper should be less than 128 tokens. top_p=top_p, ) request_start = time.time() @@ -153,8 +170,8 @@ def run_all_day_paper( date=None, data_dir="../data", model_name="gpt-3.5-turbo-16k", - threshold_score=8, - num_paper_in_prompt=8, + threshold_score=7, + num_paper_in_prompt=2, temperature=0.4, top_p=1.0 ): diff --git a/src/utils.py b/src/utils.py index c128702..ee97b8a 100644 --- a/src/utils.py +++ b/src/utils.py @@ -24,7 +24,8 @@ @dataclasses.dataclass class OpenAIDecodingArguments(object): - max_tokens: int = 1800 + #max_tokens: int = 1800 + max_tokens: int = 4800 temperature: float = 0.2 top_p: float = 1.0 n: int = 1 @@ -39,7 +40,7 @@ def openai_completion( prompts, #: Union[str, Sequence[str], Sequence[dict[str, str]], dict[str, str]], decoding_args: OpenAIDecodingArguments, model_name="text-davinci-003", - sleep_time=2, + sleep_time=15, batch_size=1, max_instances=sys.maxsize, max_batches=sys.maxsize, @@ -96,10 +97,11 @@ def openai_completion( ): batch_decoding_args = copy.deepcopy(decoding_args) # cloning the decoding_args - backoff = 3 + backoff = 5 while True: try: + time.sleep(3) shared_kwargs = dict( model=model_name, **batch_decoding_args.__dict__, @@ -134,6 +136,7 @@ def openai_completion( backoff -= 1 logging.warning("Hit request rate limit; retrying...") time.sleep(sleep_time) # Annoying rate limit on requests. + continue if return_text: completions = [completion.text for completion in completions] From fc807c3aea45582830601e8b66964518ee3a80dc Mon Sep 17 00:00:00 2001 From: linhkid Date: Sat, 27 Apr 2024 19:33:27 +0700 Subject: [PATCH 12/28] Add subjects and add more tokens for the model to digest --- README.md | 21 ++++++++------------- config.yaml | 4 ++-- readme_images/example_custom_1.png | Bin 0 -> 666490 bytes src/action.py | 2 +- src/download_new_papers.py | 2 +- src/relevancy.py | 7 ++++--- src/relevancy_prompt.txt | 2 +- src/utils.py | 2 +- 8 files changed, 18 insertions(+), 22 deletions(-) create mode 100644 readme_images/example_custom_1.png diff --git a/README.md b/README.md index cbe693e..c06fe00 100644 --- a/README.md +++ b/README.md @@ -45,22 +45,16 @@ You can also send yourself an email of the digest by creating a SendGrid account #### Digest Configuration: - Subject/Topic: Computer Science -- Categories: Artificial Intelligence, Computation and Language +- Categories: Artificial Intelligence, Computation and Language, Machine Learning - Interest: - - Large language model pretraining and finetunings - - Multimodal machine learning - - Do not care about specific application, for example, information extraction, summarization, etc. - - Not interested in paper focus on specific languages, e.g., Arabic, Chinese, etc. + 1. Large language model pretraining and finetunings + 2. Multimodal machine learning + 3. RAGs, Information retrieval + 4. Optimization of LLM and GenAI + 5. Do not care about specific application, for example, information extraction, summarization, etc. #### Result: -

- -#### Digest Configuration: -- Subject/Topic: Quantitative Finance -- Interest: "making lots of money" - -#### Result: -

+

## 💡 Usage @@ -96,6 +90,7 @@ To locally run the same UI as the Huggign Face space: - [x] Support personalized paper recommendation using LLM. - [x] Send emails for daily digest. +- [x] Further read from the paper itself via its HTML format (.pdf version will be implemented in the next phase) - [ ] Implement a ranking factor to prioritize content from specific authors. - [ ] Support open-source models, e.g., LLaMA, Vicuna, MPT etc. - [ ] Fine-tune an open-source model to better support paper ranking and stay updated with the latest research concepts.. diff --git a/config.yaml b/config.yaml index 722b27e..0fe1df3 100644 --- a/config.yaml +++ b/config.yaml @@ -3,7 +3,7 @@ topic: "Computer Science" # An empty list here will include all categories in a topic # Use the natural language names of the topics, found here: https://arxiv.org # Including more categories will result in more calls to the large language model -categories: ["Artificial Intelligence", "Computation and Language", "Machine Learning"] +categories: ["Artificial Intelligence", "Computation and Language", "Machine Learning", "Information Retrieval"] # Relevance score threshold. abstracts that receive a score less than this from the large language model # will have their papers filtered out. @@ -23,6 +23,6 @@ threshold: 6 interest: | 1. Large language model pretraining and finetunings 2. Multimodal machine learning - 3. RAGs + 3. RAGs, Information retrieval 4. Optimization of LLM and GenAI 5. 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Authors: {paper["authors"]}
' + f'Subject: {paper["subjects"]}
Title: {paper["title"]}
Authors: {paper["authors"]}
' f'Score: {paper["Relevancy score"]}
Reason: {paper["Reasons for match"]}
' f'Goal: {paper["Goal"]}
Data: {paper["Data"]}
Methodology: {paper["Methodology"]}
' f'Experiments & Results: {paper["Experiments & Results"]}
Git: {paper["Git"]}
' diff --git a/src/download_new_papers.py b/src/download_new_papers.py index af42e91..f11fc4a 100644 --- a/src/download_new_papers.py +++ b/src/download_new_papers.py @@ -22,7 +22,7 @@ def crawl_html_version(html_link): for each in para_list: main_content.append(each.text.strip()) - return ' '.join(main_content)[:8000] + return ' '.join(main_content)[:10000] #if len(main_content >) #return ''.join(main_content) if len(main_content) < 20000 else ''.join(main_content[:20000]) def _download_new_papers(field_abbr): diff --git a/src/relevancy.py b/src/relevancy.py index d634cec..252c1f7 100644 --- a/src/relevancy.py +++ b/src/relevancy.py @@ -39,7 +39,7 @@ def encode_prompt(query, prompt_papers): def is_json(myjson): try: json.loads(myjson) - except ValueError as e: + except Exception as e: return False return True @@ -97,7 +97,8 @@ def try_loads(line): # if the decoding stops due to length, the last example is likely truncated so we discard it if scores[idx] < threshold_score: continue - output_str = "Title: " + paper_data[idx]["title"] + "\n" + output_str = "Subject: " + paper_data[idx]["subjects"] + "\n" + output_str += "Title: " + paper_data[idx]["title"] + "\n" output_str += "Authors: " + paper_data[idx]["authors"] + "\n" output_str += "Link: " + paper_data[idx]["main_page"] + "\n" for key, value in inst.items(): @@ -166,7 +167,7 @@ def generate_relevance_score( return ans_data, hallucination def run_all_day_paper( - query={"interest":"Computer Science", "subjects":["Machine Learning", "Computation and Language", "Artificial Intelligence"]}, + query={"interest":"Computer Science", "subjects":["Machine Learning", "Computation and Language", "Artificial Intelligence", "Information Retrieval"]}, date=None, data_dir="../data", model_name="gpt-3.5-turbo-16k", diff --git a/src/relevancy_prompt.txt b/src/relevancy_prompt.txt index 3177ff1..609af77 100644 --- a/src/relevancy_prompt.txt +++ b/src/relevancy_prompt.txt @@ -5,4 +5,4 @@ Please keep the paper order the same as in the input list, with one json format 1. {"Relevancy score": "an integer score out of 10", "Reasons for match": "1-2 sentence short reasonings", "Goal": "What kind of pain points the paper is trying to solve?", "Data": "Summary of the data source used in the paper", "Methodology": "Summary of methodologies used in the paper", "Git": "Link to the code repo (if available)", "Experiments & Results": "Summary of any experiments & its results", "Discussion & Next steps": "Further discussion and next steps of the research"} -My research interests are: NLP, RAGs, LLM, Optmization in Machine learning, Data science, Generative AI, Optimization in LLM, Finance modelling ... \ No newline at end of file +My research interests are: NLP, RAGs, LLM, Information Retrieval, Optmization in Machine learning, Data science, Generative AI, Optimization in LLM, Finance modelling ... \ No newline at end of file diff --git a/src/utils.py b/src/utils.py index ee97b8a..c4f5226 100644 --- a/src/utils.py +++ b/src/utils.py @@ -25,7 +25,7 @@ @dataclasses.dataclass class OpenAIDecodingArguments(object): #max_tokens: int = 1800 - max_tokens: int = 4800 + max_tokens: int = 5400 temperature: float = 0.2 top_p: float = 1.0 n: int = 1 From a3848f584a09761a1d9e89406356625d84a8de21 Mon Sep 17 00:00:00 2001 From: linhkid Date: Sat, 27 Apr 2024 20:05:52 +0700 Subject: [PATCH 13/28] Modify Huggingface app.py --- src/app.py | 11 ++++++++++- 1 file changed, 10 insertions(+), 1 deletion(-) diff --git a/src/app.py b/src/app.py index 5df286f..ea06acb 100644 --- a/src/app.py +++ b/src/app.py @@ -128,7 +128,16 @@ def test(email, topic, physics_topic, categories, interest, key): query={"interest": interest}, threshold_score=7, num_paper_in_prompt=2) - body = "

".join([f'Title: {paper["title"]}
Authors: {paper["authors"]}
Score: {paper["Relevancy score"]}
Reason: {paper["Reasons for match"]}' for paper in relevancy]) + # body = "

".join([f'Title: {paper["title"]}
Authors: {paper["authors"]}
Score: {paper["Relevancy score"]}
Reason: {paper["Reasons for match"]}' for paper in relevancy]) + body = "

".join( + [ + f'Subject: {paper["subjects"]}
Title: {paper["title"]}
Authors: {paper["authors"]}
' + f'Score: {paper["Relevancy score"]}
Reason: {paper["Reasons for match"]}
' + f'Goal: {paper["Goal"]}
Data: {paper["Data"]}
Methodology: {paper["Methodology"]}
' + f'Experiments & Results: {paper["Experiments & Results"]}
Git: {paper["Git"]}
' + f'Discussion & Next steps: {paper["Discussion & Next steps"]}' + for paper in relevancy + ]) if hallucination: body = "Warning: the model hallucinated some papers. We have tried to remove them, but the scores may not be accurate.

" + body else: From ae371adc1599515b68252b7a3d9bfb3acd157156 Mon Sep 17 00:00:00 2001 From: linhkid Date: Sat, 27 Apr 2024 20:41:15 +0700 Subject: [PATCH 14/28] Change README --- README.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/README.md b/README.md index c06fe00..4b185b0 100644 --- a/README.md +++ b/README.md @@ -35,7 +35,7 @@ This repository offers a method to curate a daily digest, sorted by relevance, u ### Testing it out with Hugging Face: -We provide a demo at [https://huggingface.co/spaces/AutoLLM/ArxivDigest](https://huggingface.co/spaces/AutoLLM/ArxivDigest). Simply enter your [OpenAI API key](https://platform.openai.com/account/api-keys) and then fill in the configuration on the right. Note that we do not store your key. +We provide a demo at [https://huggingface.co/spaces/linhkid91/ArxivDigest-extra](https://huggingface.co/spaces/AutoLLM/ArxivDigest). Simply enter your [OpenAI API key](https://platform.openai.com/account/api-keys) and then fill in the configuration on the right. Note that we do not store your key. ![hfexample](./readme_images/hf_example.png) From 723f383a621ab8d25611b711ff949adbb7e2935d Mon Sep 17 00:00:00 2001 From: linhkid Date: Sat, 27 Apr 2024 20:42:11 +0700 Subject: [PATCH 15/28] Change README --- README.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/README.md b/README.md index 4b185b0..53eb0a4 100644 --- a/README.md +++ b/README.md @@ -6,7 +6,7 @@ This repo aims to provide a better daily digest for newly published arXiv papers based on your own research interests and natural-language descriptions, using relevancy ratings from GPT. -You can try it out on [Hugging Face](https://huggingface.co/spaces/AutoLLM/ArxivDigest) using your own OpenAI API key. +You can try it out on [Hugging Face](https://huggingface.co/spaces/linhkid91/ArxivDigest-extra) using your own OpenAI API key. You can also create a daily subscription pipeline to email you the results. From a3326187d2f27e09d2cc8801619ac3875342517f Mon Sep 17 00:00:00 2001 From: linhkid Date: Thu, 9 May 2024 22:49:39 +0700 Subject: [PATCH 16/28] Fix crawler error lead to logic's fault in checking subjects --- config.yaml | 2 +- src/action.py | 4 ++++ src/download_new_papers.py | 11 +++++++---- src/relevancy.py | 2 -- 4 files changed, 12 insertions(+), 7 deletions(-) diff --git a/config.yaml b/config.yaml index 0fe1df3..fcd0639 100644 --- a/config.yaml +++ b/config.yaml @@ -9,7 +9,7 @@ categories: ["Artificial Intelligence", "Computation and Language", "Machine Lea # will have their papers filtered out. # # Must be within 1-10 -threshold: 6 +threshold: 7 # A natural language statement that the large language model will use to judge which papers are relevant # diff --git a/src/action.py b/src/action.py index 274a310..35d33b1 100644 --- a/src/action.py +++ b/src/action.py @@ -222,6 +222,7 @@ def generate_body(topic, categories, interest, threshold): + f_papers = [] if topic == "Physics": raise RuntimeError("You must choose a physics subtopic.") elif topic in physics_topics: @@ -235,11 +236,13 @@ def generate_body(topic, categories, interest, threshold): if category not in category_map[topic]: raise RuntimeError(f"{category} is not a category of {topic}") papers = get_papers(abbr) + papers = [ t for t in papers if bool(set(process_subject_fields(t["subjects"])) & set(categories)) ] + else: papers = get_papers(abbr) if interest: @@ -249,6 +252,7 @@ def generate_body(topic, categories, interest, threshold): threshold_score=threshold, num_paper_in_prompt=2, ) + body = "

".join( [ f'Subject: {paper["subjects"]}
Title: {paper["title"]}
Authors: {paper["authors"]}
' diff --git a/src/download_new_papers.py b/src/download_new_papers.py index f11fc4a..330e375 100644 --- a/src/download_new_papers.py +++ b/src/download_new_papers.py @@ -1,5 +1,6 @@ # encoding: utf-8 import os +import re from urllib.error import HTTPError import tqdm @@ -44,15 +45,17 @@ def _download_new_papers(field_abbr): new_paper_list = [] for i in tqdm.tqdm(range(len(dt_list))): paper = {} - paper_number = dt_list[i].text.strip().split(" ")[2].split(":")[-1] + ahref = dt_list[i].find('a', href = re.compile(r'[/]([a-z]|[A-Z])\w+')).attrs['href'] + paper_number = ahref.strip().replace("/abs/", "") + paper['main_page'] = arxiv_base + paper_number paper['pdf'] = arxiv_base.replace('abs', 'pdf') + paper_number - #paper['html'] = arxiv_html + paper_number + "v1" - paper['title'] = dd_list[i].find("div", {"class": "list-title mathjax"}).text.replace("Title: ", "").strip() + paper['title'] = dd_list[i].find("div", {"class": "list-title mathjax"}).text.replace("Title:\n", "").strip() paper['authors'] = dd_list[i].find("div", {"class": "list-authors"}).text \ .replace("Authors:\n", "").replace("\n", "").strip() - paper['subjects'] = dd_list[i].find("div", {"class": "list-subjects"}).text.replace("Subjects: ", "").strip() + paper['subjects'] = dd_list[i].find("div", {"class": "list-subjects"}).text.replace("Subjects:\n", "").strip() + #print(dd_list[i].find("div", {"class": "list-subjects"}).text.replace("Subjects:\n", "").strip()) paper['abstract'] = dd_list[i].find("p", {"class": "mathjax"}).text.replace("\n", " ").strip() paper['content'] = crawl_html_version(arxiv_html + paper_number + "v1") new_paper_list.append(paper) diff --git a/src/relevancy.py b/src/relevancy.py index 252c1f7..f6c1a08 100644 --- a/src/relevancy.py +++ b/src/relevancy.py @@ -32,7 +32,6 @@ def encode_prompt(query, prompt_papers): prompt += f"{idx + 1}. Abstract: {abstract}\n" prompt += f"{idx + 1}. Content: {content}\n" prompt += f"\n Generate response:\n1." - #print(prompt) return prompt @@ -135,7 +134,6 @@ def generate_relevance_score( prompt_papers = all_papers[id:id+num_paper_in_prompt] # only sampling from the seed tasks prompt = encode_prompt(query, prompt_papers) - decoding_args = utils.OpenAIDecodingArguments( temperature=temperature, n=1, From 48da5074756d922b7c4f55f75cf4490c8cbb1e39 Mon Sep 17 00:00:00 2001 From: linhkid Date: Sat, 25 May 2024 23:47:46 +0700 Subject: [PATCH 17/28] Change URL for main page landing, waiting for TODO on abstract --- src/download_new_papers.py | 8 ++++++-- 1 file changed, 6 insertions(+), 2 deletions(-) diff --git a/src/download_new_papers.py b/src/download_new_papers.py index 330e375..54a90da 100644 --- a/src/download_new_papers.py +++ b/src/download_new_papers.py @@ -27,8 +27,10 @@ def crawl_html_version(html_link): #if len(main_content >) #return ''.join(main_content) if len(main_content) < 20000 else ''.join(main_content[:20000]) def _download_new_papers(field_abbr): - NEW_SUB_URL = f'https://arxiv.org/list/{field_abbr}/new' # https://arxiv.org/list/cs/new + NEW_SUB_URL = f'https://arxiv.org/list/{field_abbr}/recent' # https://arxiv.org/list/cs/new + print(NEW_SUB_URL) page = urllib.request.urlopen(NEW_SUB_URL) + soup = bs(page) content = soup.body.find("div", {'id': 'content'}) @@ -56,7 +58,9 @@ def _download_new_papers(field_abbr): .replace("Authors:\n", "").replace("\n", "").strip() paper['subjects'] = dd_list[i].find("div", {"class": "list-subjects"}).text.replace("Subjects:\n", "").strip() #print(dd_list[i].find("div", {"class": "list-subjects"}).text.replace("Subjects:\n", "").strip()) - paper['abstract'] = dd_list[i].find("p", {"class": "mathjax"}).text.replace("\n", " ").strip() + + #TODO: edit the abstract part - it is currently moved + #paper['abstract'] = dd_list[i].find("p", {"class": "mathjax"}).text.replace("\n", " ").strip() paper['content'] = crawl_html_version(arxiv_html + paper_number + "v1") new_paper_list.append(paper) From 9b11eb5f75715826b2caafb982c2ae565343fd3d Mon Sep 17 00:00:00 2001 From: linhkid Date: Sun, 26 May 2024 21:23:01 +0700 Subject: [PATCH 18/28] Fix the abstract not found error, and also add ssl cert for windows --- src/action.py | 2 ++ src/download_new_papers.py | 13 +++++++++++++ 2 files changed, 15 insertions(+) diff --git a/src/action.py b/src/action.py index 35d33b1..4667981 100644 --- a/src/action.py +++ b/src/action.py @@ -10,7 +10,9 @@ from download_new_papers import get_papers from datetime import date +import ssl +ssl._create_default_https_context = ssl._create_stdlib_context # Hackathon quality code. Don't judge too harshly. # Feel free to submit pull requests to improve the code. diff --git a/src/download_new_papers.py b/src/download_new_papers.py index 54a90da..6349705 100644 --- a/src/download_new_papers.py +++ b/src/download_new_papers.py @@ -26,6 +26,17 @@ def crawl_html_version(html_link): return ' '.join(main_content)[:10000] #if len(main_content >) #return ''.join(main_content) if len(main_content) < 20000 else ''.join(main_content[:20000]) + +#Linh - add because cs sub does not have abstract displayed, will revert if it comes back +def crawl_abstract(html_link): + main_content = [] + try: + html = urllib.request.urlopen(html_link) + except HTTPError as e: + return ["None"] + soup = bs(html) + content = soup.find('blockquote', attrs={'class': 'abstract'}).text.replace("Abstract:", "").strip() + return content def _download_new_papers(field_abbr): NEW_SUB_URL = f'https://arxiv.org/list/{field_abbr}/recent' # https://arxiv.org/list/cs/new print(NEW_SUB_URL) @@ -60,7 +71,9 @@ def _download_new_papers(field_abbr): #print(dd_list[i].find("div", {"class": "list-subjects"}).text.replace("Subjects:\n", "").strip()) #TODO: edit the abstract part - it is currently moved + #paper['abstract'] = dd_list[i].find("p", {"class": "mathjax"}).text.replace("\n", " ").strip() + paper['abstract'] = crawl_abstract( arxiv_base + paper_number) paper['content'] = crawl_html_version(arxiv_html + paper_number + "v1") new_paper_list.append(paper) From 16cd86cdd7c2fb6264feea4168ed8bea12c6c2a3 Mon Sep 17 00:00:00 2001 From: linhkid Date: Sun, 6 Apr 2025 14:12:20 +0700 Subject: [PATCH 19/28] Major fix and upgrade for Arxiv digest --- README.md | 266 +++++++--- config.yaml | 12 +- data/cs.HC_Fri, 04 Apr 25.jsonl | 19 + digest/design_papers.html | 177 +++++++ find_design_papers.sh | 95 ++++ requirements.txt | 4 + src/app.py | 723 ++++++++++++++++++++++++-- src/app_new.py | 860 +++++++++++++++++++++++++++++++ src/design/design_finder.py | 439 ++++++++++++++++ src/design/find_design_papers.py | 615 ++++++++++++++++++++++ src/design/find_design_papers.sh | 4 + src/design/get_design_papers.sh | 125 +++++ src/design_automation.py | 281 ++++++++++ src/design_finder/__init__.py | 3 + src/design_finder/__main__.py | 7 + src/design_finder/main.py | 324 ++++++++++++ src/design_papers_crawler.py | 194 +++++++ src/download_new_papers.py | 45 +- src/gemini_utils.py | 253 +++++++++ src/interpretability_analysis.py | 232 +++++++++ src/model_manager.py | 423 +++++++++++++++ src/paths.py | 17 + src/relevancy.py | 44 +- src/relevancy_prompt.txt | 30 +- src/utils.py | 112 +++- 25 files changed, 5140 insertions(+), 164 deletions(-) create mode 100644 data/cs.HC_Fri, 04 Apr 25.jsonl create mode 100644 digest/design_papers.html create mode 100755 find_design_papers.sh create mode 100755 src/app_new.py create mode 100755 src/design/design_finder.py create mode 100755 src/design/find_design_papers.py create mode 100755 src/design/find_design_papers.sh create mode 100755 src/design/get_design_papers.sh create mode 100644 src/design_automation.py create mode 100644 src/design_finder/__init__.py create mode 100644 src/design_finder/__main__.py create mode 100644 src/design_finder/main.py create mode 100644 src/design_papers_crawler.py create mode 100644 src/gemini_utils.py create mode 100644 src/interpretability_analysis.py create mode 100644 src/model_manager.py create mode 100644 src/paths.py diff --git a/README.md b/README.md index 53eb0a4..ce1e767 100644 --- a/README.md +++ b/README.md @@ -1,103 +1,231 @@

-**ArXiv Digest (extra version) and Personalized Recommendations using Large Language Models.** +# ArXiv Digest (Enhanced Edition) -*(Note: This is an adjusted repo to match my needs. For original repo please refer to **AutoLLM** that I forked from)* +**Personalized arXiv Paper Recommendations with Multiple AI Models** -This repo aims to provide a better daily digest for newly published arXiv papers based on your own research interests and natural-language descriptions, using relevancy ratings from GPT. +This repository provides an enhanced daily digest for newly published arXiv papers based on your research interests, leveraging multiple AI models including OpenAI GPT, Google Gemini, and Anthropic Claude to provide relevancy ratings, detailed analysis, and topic clustering. -You can try it out on [Hugging Face](https://huggingface.co/spaces/linhkid91/ArxivDigest-extra) using your own OpenAI API key. +## 📚 Contents -You can also create a daily subscription pipeline to email you the results. +- [Features](#-features) +- [Quick Start](#-quick-start) +- [What This Repo Does](#-what-this-repo-does) +- [Model Integrations](#-model-integrations) +- [Design Paper Discovery](#-design-paper-discovery) +- [Output Formats](#-output-formats) +- [Setting Up and Usage](#-setting-up-and-usage) + * [Configuration](#configuration) + * [Running the Web Interface](#running-the-web-interface) + * [Running via GitHub Action](#running-via-github-action) + * [Running from Command Line](#running-from-command-line) +- [API Usage Notes](#-api-usage-notes) +- [Directory Structure](#-directory-structure) +- [Roadmap](#-roadmap) +- [Contributing](#-contributing) -## 📚 Contents +## ✨ Features + +- **Multi-Model Integration**: Support for OpenAI, Gemini, and Claude models for paper analysis +- **Enhanced Analysis**: Detailed paper breakdowns including key innovations, critical analysis, and practical applications +- **HTML Report Generation**: Clean, organized reports saved with date-based filenames +- **Design Automation Focus**: Specialized tools for finding and analyzing design-related papers +- **Mechanistic Interpretability**: Special analysis for papers focused on AI safety and mechanistic interpretability +- **Email Integration**: Send digests via email using SendGrid +- **Topic Clustering**: Group similar papers using AI-powered clustering (Gemini) +- **Standardized Directory Structure**: Organized codebase with `/src`, `/data`, and `/digest` directories +- **Web UI**: Easy-to-use Gradio interface for interactive use + +## 🚀 Quick Start + +Try it out on [Hugging Face](https://huggingface.co/spaces/linhkid91/ArxivDigest-extra) using your own API keys. + +## 🔍 What This Repo Does + +Staying up to date on [arXiv](https://arxiv.org) papers is time-consuming, with hundreds of new papers published daily. Even with the [official daily digest service](https://info.arxiv.org/help/subscribe.html), categories like [cs.AI](https://arxiv.org/list/cs.AI/recent) still contain 50-100 papers per day. + +This repository creates a personalized daily digest by: + +1. **Crawling arXiv** for recent papers in your areas of interest +2. **Analyzing papers** in-depth using AI models (OpenAI, Gemini, or Claude) +3. **Scoring relevance** on a scale of 1-10 based on your research interests +4. **Providing detailed analysis** of each paper, including: + - Key innovations + - Critical analysis + - Implementation details + - Practical applications + - Related work +5. **Generating reports** in HTML format with clean organization +6. Optionally **sending email digests** using SendGrid + +## 🤖 Model Integrations + +The system supports three major AI providers: + +- **OpenAI GPT** (gpt-3.5-turbo-16k, gpt-4, gpt-4-turbo) +- **Google Gemini** (gemini-1.5-flash, gemini-1.5-pro, gemini-2.0-flash) +- **Anthropic Claude** (claude-3-haiku, claude-3-sonnet, claude-3-opus) + +You can use any combination of these models, allowing you to compare results or choose based on your needs. + +## 🎨 Design Paper Discovery + +A specialized module is included for finding papers related to AI/ML for design automation: + +- **Design Automation Tool**: Find papers related to design automation, creative AI, and generative design +- **Categorization**: Automatically sort papers into categories like UI/UX Design, Layout Generation, etc. +- **Technique Analysis**: Identify papers using specific techniques like GANs, Diffusion Models, LLMs, etc. -- [What this repo does](#🔍-what-this-repo-does) - * [Examples](#some-examples) -- [Usage](#💡-usage) - * [Running as a github action using SendGrid (Recommended)](#running-as-a-github-action-using-sendgrid-recommended) - * [Running as a github action with SMTP credentials](#running-as-a-github-action-with-smtp-credentials) - * [Running as a github action without emails](#running-as-a-github-action-without-emails) - * [Running from the command line](#running-from-the-command-line) - * [Running with a user interface](#running-with-a-user-interface) -- [Roadmap](#✅-roadmap) -- [Extending and Contributing](#💁-extending-and-contributing) +Run this as a standalone tool with: -## 🔍 What this repo does +```bash +# Basic usage +./find_design_papers.sh -Staying up to date on [arXiv](https://arxiv.org) papers can take a considerable amount of time, with on the order of hundreds of new papers each day to filter through. There is an [official daily digest service](https://info.arxiv.org/help/subscribe.html), however large categories like [cs.AI](https://arxiv.org/list/cs.AI/recent) still have 50-100 papers a day. Determining if these papers are relevant and important to you means reading through the title and abstract, which is time-consuming. +# With keyword filtering +./find_design_papers.sh --keyword "layout" -This repository offers a method to curate a daily digest, sorted by relevance, using large language models. These models are conditioned based on your personal research interests, which are described in natural language. +# With LLM analysis for comprehensive paper details +./find_design_papers.sh --analyze -* You modify the configuration file `config.yaml` with an arXiv Subject, some set of Categories, and a natural language statement about the type of papers you are interested in. -* The code pulls all the abstracts for papers in those categories and ranks how relevant they are to your interest on a scale of 1-10 using `gpt-3.5-turbo-16k`. -* The code then emits an HTML digest listing all the relevant papers, and optionally emails it to you using [SendGrid](https://sendgrid.com). You will need to have a SendGrid account with an API key for this functionality to work. +# Customize your research interests for analysis +./find_design_papers.sh --analyze --interest "I'm looking for papers on UI/UX automation and layout generation with neural networks" -### Testing it out with Hugging Face: +# Advanced usage with all options +./find_design_papers.sh --days 14 --keyword "diffusion" --analyze --model "gpt-4-turbo" -We provide a demo at [https://huggingface.co/spaces/linhkid91/ArxivDigest-extra](https://huggingface.co/spaces/AutoLLM/ArxivDigest). Simply enter your [OpenAI API key](https://platform.openai.com/account/api-keys) and then fill in the configuration on the right. Note that we do not store your key. +# Output files include the current date by default: +# - data/design_papers_diffusion_20250406.json +# - digest/design_papers_diffusion_20250406.html -![hfexample](./readme_images/hf_example.png) +# Disable date in filenames if needed +./find_design_papers.sh --keyword "layout" --no-date +``` -You can also send yourself an email of the digest by creating a SendGrid account and [API key](https://app.SendGrid.com/settings/api_keys). +## 📊 Output Formats -### Some examples of results: +Reports are generated in multiple formats: -#### Digest Configuration: -- Subject/Topic: Computer Science -- Categories: Artificial Intelligence, Computation and Language, Machine Learning -- Interest: - 1. Large language model pretraining and finetunings - 2. Multimodal machine learning - 3. RAGs, Information retrieval - 4. Optimization of LLM and GenAI - 5. Do not care about specific application, for example, information extraction, summarization, etc. +- **HTML Reports**: Clean, organized reports saved to the `/digest` directory with date-based filenames +- **Console Output**: Summary information displayed in the terminal +- **Email**: Optional email delivery via SendGrid +- **JSON Data**: Raw paper data saved to the `/data` directory + +Every HTML report includes: +- Paper title, authors, and link to arXiv +- Relevancy score with explanation +- Abstract and key innovations +- Critical analysis and implementation details +- Experiments, results, and discussion points +- Related work and practical applications + +Example HTML report: -#### Result:

-## 💡 Usage +## 💡 Setting Up and Usage -### Running as a github action using SendGrid (Recommended). +### Configuration -The recommended way to get started using this repository is to: +Modify `config.yaml` with your preferences: -1. Fork the repository -2. Modify `config.yaml` and merge the changes into your main branch. -3. Set the following secrets [(under settings, Secrets and variables, repository secrets)](https://docs.github.com/en/actions/security-guides/encrypted-secrets#creating-encrypted-secrets-for-a-repository). See [Advanced Usage](./advanced_usage.md#create-and-fetch-your-api-keys) for more details on how to create and get OpenAi and SendGrid API keys: - - `OPENAI_API_KEY` From [OpenAI](https://platform.openai.com/account/api-keys) - - `SENDGRID_API_KEY` From [SendGrid](https://app.SendGrid.com/settings/api_keys) - - `FROM_EMAIL` This value must match the email you used to create the SendGrid API Key. - - `TO_EMAIL` -4. Manually trigger the action or wait until the scheduled action takes place. +```yaml +# Main research area +topic: "Computer Science" -See [Advanced Usage](./advanced_usage.md) for more details, including step-by-step images, further customization, and alternate usage. +# Specific categories to monitor +categories: ["Artificial Intelligence", "Computation and Language", "Machine Learning", "Information Retrieval"] -### Running with a user interface +# Minimum relevance score (1-10) +threshold: 7 -To locally run the same UI as the Huggign Face space: - -1. Install the requirements in `src/requirements.txt` as well as `gradio`. -2. Run `python src/app.py` and go to the local URL. From there you will be able to preview the papers from today, as well as the generated digests. -3. If you want to use a `.env` file for your secrets, you can copy `.env.template` to `.env` and then set the environment variables in `.env`. -- Note: These file may be hidden by default in some operating systems due to the dot prefix. -- The .env file is one of the files in .gitignore, so git does not track it and it will not be uploaded to the repository. -- Do not edit the original `.env.template` with your keys or your email address, since `.template.env` is tracked by git and editing it might cause you to commit your secrets. +# Your research interests in natural language +interest: | + 1. AI alignment and AI safety + 2. Mechanistic interpretability and explainable AI + 3. Large language model optimization + 4. RAGs, Information retrieval + 5. AI Red teaming, deception and misalignment +``` -> **WARNING:** Do not edit and commit your `.env.template` with your personal keys or email address! Doing so may expose these to the world! +### Running the Web Interface -## ✅ Roadmap +To run locally with the full UI: + +1. Install requirements: `pip install -r requirements.txt` +2. Run the app: `python src/app.py` +3. Open the URL displayed in your terminal +4. Enter your API key(s) and configure your preferences + +### Running via GitHub Action + +To set up automated daily digests: + +1. Fork this repository +2. Update `config.yaml` with your preferences +3. Set the following secrets in your repository settings: + - `OPENAI_API_KEY` (and/or `GEMINI_API_KEY` or `ANTHROPIC_API_KEY`) + - `SENDGRID_API_KEY` (for email delivery) + - `FROM_EMAIL` (must match the email used for your SendGrid key) + - `TO_EMAIL` (recipient email) +4. The GitHub Action will run on schedule or can be triggered manually + +### Running from Command Line -- [x] Support personalized paper recommendation using LLM. -- [x] Send emails for daily digest. -- [x] Further read from the paper itself via its HTML format (.pdf version will be implemented in the next phase) -- [ ] Implement a ranking factor to prioritize content from specific authors. -- [ ] Support open-source models, e.g., LLaMA, Vicuna, MPT etc. -- [ ] Fine-tune an open-source model to better support paper ranking and stay updated with the latest research concepts.. +For advanced users: +```bash +# Regular paper digests +python src/app.py -## 💁 Extending and Contributing +# Design paper finder +python -m src.design.find_design_papers --days 7 --analyze +``` -You may (and are encourage to) modify the code in this repository to suit your personal needs. If you think your modifications would be in any way useful to others, please submit a pull request. +## ⚠️ API Usage Notes + +This tool respects arXiv's robots.txt and implements proper rate limiting. If you encounter 403 Forbidden errors: + +1. Wait a few hours before trying again +2. Consider reducing the number of categories you're fetching +3. Increase the delay between requests in the code + +## 📁 Directory Structure + +The repository is organized as follows: + +- `/src` - All Python source code + - `app.py` - Main web interface + - `app_new.py` - Updated interface with multi-model support + - `download_new_papers.py` - arXiv crawler + - `relevancy.py` - Paper scoring and analysis + - `model_manager.py` - Multi-model integration + - `gemini_utils.py` - Gemini API integration + - `design/` - Design automation tools + - `paths.py` - Standardized path handling +- `/data` - JSON data files (auto-created) +- `/digest` - HTML report files (auto-created) + +## ✅ Roadmap -These types of modifications include things like changes to the prompt, different language models, or additional ways for the digest is delivered to you. +- [x] Support multiple AI models (OpenAI, Gemini, Claude) +- [x] Generate comprehensive HTML reports with date-based filenames +- [x] Specialized analysis for design automation papers +- [x] Mechanistic interpretability analysis +- [x] Topic clustering via Gemini +- [x] Standardized directory structure +- [x] Enhanced HTML reports with detailed analysis sections +- [x] Pre-filtering of arXiv categories for efficiency +- [ ] Full PDF content analysis +- [ ] Author-based ranking and filtering +- [ ] Fine-tuned open-source model support + +## 💁 Contributing + +You're encouraged to modify this code for your personal needs. If your modifications would be useful to others, please submit a pull request. + +Valuable contributions include: +- Additional AI model integrations +- New analysis capabilities +- UI improvements +- Prompt engineering enhancements \ No newline at end of file diff --git a/config.yaml b/config.yaml index fcd0639..8107606 100644 --- a/config.yaml +++ b/config.yaml @@ -21,8 +21,10 @@ threshold: 7 # This can be empty, which just return a full list of papers with no judgement or filtering, # in whatever order arXiv responds with. interest: | - 1. Large language model pretraining and finetunings - 2. Multimodal machine learning - 3. RAGs, Information retrieval - 4. Optimization of LLM and GenAI - 5. Do not care about specific application, for example, information extraction, summarization, etc. + 1. AI alignment and AI safety + 2. Mechanistic interpretability and explainable AI + 3. Large language model under pressure + 4. AI Red teaming, deception and misalignment + 5. RAGs, Information retrieval + 6. Optimization of LLM and GenAI + 7. Do not care about specific application, for example, information extraction, summarization, etc. diff --git a/data/cs.HC_Fri, 04 Apr 25.jsonl b/data/cs.HC_Fri, 04 Apr 25.jsonl new file mode 100644 index 0000000..d4274d9 --- /dev/null +++ b/data/cs.HC_Fri, 04 Apr 25.jsonl @@ -0,0 +1,19 @@ +{"main_page": "https://arxiv.org/abs/2504.02074", "pdf": "https://arxiv.org/pdf/2504.02074", "title": "Trapped by Expectations: Functional Fixedness in LLM-Enabled Chat Search", "authors": "Jiqun Liu, Jamshed Karimnazarov, Ryen W. White", "subjects": "Human-Computer Interaction (cs.HC); Artificial Intelligence (cs.AI)", "abstract": "Functional fixedness, a cognitive bias that restricts users' interactions with a new system or tool to expected or familiar ways, limits the full potential of Large Language Model (LLM)-enabled chat search, especially in complex and exploratory tasks. To investigate its impact, we conducted a crowdsourcing study with 450 participants, each completing one of six decision-making tasks spanning public safety, diet and health management, sustainability, and AI ethics. Participants engaged in a multi-prompt conversation with ChatGPT to address the task, allowing us to compare pre-chat intent-based expectations with observed interactions. We found that: 1) Several aspects of pre-chat expectations are closely associated with users' prior experiences with ChatGPT, search engines, and virtual assistants; 2) Prior system experience shapes language use and prompting behavior. Frequent ChatGPT users reduced deictic terms and hedge words and frequently adjusted prompts. Users with rich search experience maintained structured, less-conversational queries with minimal modifications. Users of virtual assistants favored directive, command-like prompts, reinforcing functional fixedness; 3) When the system failed to meet expectations, participants generated more detailed prompts with increased linguistic diversity, reflecting adaptive shifts. These findings suggest that while preconceived expectations constrain early interactions, unmet expectations can motivate behavioral adaptation. With appropriate system support, this may promote broader exploration of LLM capabilities. This work also introduces a typology for user intents in chat search and highlights the importance of mitigating functional fixedness to support more creative and analytical use of LLMs.", "content_excerpt": "Error extracting content: HTTP Error 404: Not Found"} +{"main_page": "https://arxiv.org/abs/2504.02110", "pdf": "https://arxiv.org/pdf/2504.02110", "title": "ScreenAudit: Detecting Screen Reader Accessibility Errors in Mobile Apps Using Large Language Models", "authors": "Mingyuan Zhong, Ruolin Chen, Xia Chen, James Fogarty, Jacob O. Wobbrock", "subjects": "Human-Computer Interaction (cs.HC); Artificial Intelligence (cs.AI)", "abstract": "Many mobile apps are inaccessible, thereby excluding people from their potential benefits. Existing rule-based accessibility checkers aim to mitigate these failures by identifying errors early during development but are constrained in the types of errors they can detect. We present ScreenAudit, an LLM-powered system designed to traverse mobile app screens, extract metadata and transcripts, and identify screen reader accessibility errors overlooked by existing checkers. We recruited six accessibility experts including one screen reader user to evaluate ScreenAudit's reports across 14 unique app screens. Our findings indicate that ScreenAudit achieves an average coverage of 69.2%, compared to only 31.3% with a widely-used accessibility checker. Expert feedback indicated that ScreenAudit delivered higher-quality feedback and addressed more aspects of screen reader accessibility compared to existing checkers, and that ScreenAudit would benefit app developers in real-world settings.", "content_excerpt": "\\setcctype\nby Mobile applications frequently fail to meet accessibility standards (Ross et\u00a0al., 2018; Yan and Ramachandran, 2019; Ross et\u00a0al., 2020; Fok et\u00a0al., 2022), rendering app contents and functionality inaccessible to people with disabilities.\nDespite efforts to promote developer awareness\u00a0(Apple, 2024b; Google, 2024c; W3C, 2021) and availability of developer toolkits\u00a0(Apple, 2024a; Google, 2024a; Deque, 2021),\na recent large-scale longitudinal study\u00a0(Fok et\u00a0al., 2022) found no significant improvements in mobile app accessibility.\nMeanwhile, an industry survey\u00a0(Access, 2024) found that 72% of developers are not certain that their company\u2019s digital services are accessible. Contributing to the lack of accessibility improvement and developer confidence may be the limited accessibility error coverage in current automated checkers (e.g., Google\u2019s Accessibility Scanner)\u00a0(Carvalho et\u00a0al., 2018; Mateus et\u00a0al., 2020; Google, 2024a).\nFor instance, Carvalho et al. found that blind and part..."} +{"main_page": "https://arxiv.org/abs/2504.02149", "pdf": "https://arxiv.org/pdf/2504.02149", "title": "Exploring the Privacy and Security Challenges Faced by Migrant Domestic Workers in Chinese Smart Homes", "authors": "Shijing He, Xiao Zhan, Yaxiong Lei, Yueyan Liu, Ruba Abu-Salma, Jose Such", "subjects": "Human-Computer Interaction (cs.HC); Cryptography and Security (cs.CR); Computers and Society (cs.CY)", "abstract": "The growing use of smart home devices poses considerable privacy and security challenges, especially for individuals like migrant domestic workers (MDWs) who may be surveilled by their employers. This paper explores the privacy and security challenges experienced by MDWs in multi-user smart homes through in-depth semi-structured interviews with 26 MDWs and 5 staff members of agencies that recruit and/or train domestic workers in China. Our findings reveal that the relationships between MDWs, their employers, and agencies are characterized by significant power imbalances, influenced by Chinese cultural and social factors (such as Confucianism and collectivism), as well as legal ones. Furthermore, the widespread and normalized use of surveillance technologies in China, particularly in public spaces, exacerbates these power imbalances, reinforcing a sense of constant monitoring and control. Drawing on our findings, we provide recommendations to domestic worker agencies and policymakers to address the privacy and security challenges facing MDWs in Chinese smart homes.", "content_excerpt": "\\setcctype\nby\n\n\n\n\n\n\n\n\n{CJK*}UTF8gbsn Homes around the world are getting smarter in recent years. The rapid adoption of smart home devices has significantly raised privacy and security concerns among various stakeholders, including device owners and primary users\u00a0(Zeng et\u00a0al., 2017; Zheng et\u00a0al., 2018; Abdi et\u00a0al., 2019; Huang et\u00a0al., 2020; Delgado\u00a0Rodriguez et\u00a0al., 2024; Le et\u00a0al., 2024), as well as bystanders\u00a0(Albayaydh and Flechais, 2024a; Despres et\u00a0al., 2024; Zhou et\u00a0al., 2024a; Park et\u00a0al., 2024; Marky et\u00a0al., 2024; Chiang et\u00a0al., 2024; Feger et\u00a0al., 2023; Shalawadi et\u00a0al., 2024; Wang et\u00a0al., 2023). In particular, recent literature has explored the privacy and security needs, concerns, and preferences of at-risk populations, including bystander groups who have little to no access to these devices and face challenges like power imbalances and privacy invasions in their living and/or work environments, as seen with migrant domestic workers (MDWs) who work in smart homes owned by the..."} +{"main_page": "https://arxiv.org/abs/2504.02176", "pdf": "https://arxiv.org/pdf/2504.02176", "title": "Unfiltered: How Teens Engage in Body Image and Shaming Discussions via Instagram Direct Messages (DMs)", "authors": "Abdulmalik Alluhidan, Jinkyung Katie Park, Mamtaj Akter, Rachel Rodgers, Afsaneh Razi, Pamela J. Wisniewski", "subjects": "Human-Computer Interaction (cs.HC)", "abstract": "We analyzed 1,596 sub-conversations within 451 direct message (DM) conversations from 67 teens (ages 13-17) who engaged in private discussions about body image on Instagram. Our findings show that teens often receive support when sharing struggles with negative body image, participate in criticism when engaging in body-shaming, and are met with appreciation when promoting positive body image. Additionally, these types of disclosures and responses varied based on whether the conversations were one-on-one or group-based. We found that sharing struggles and receiving support most often occurred in one-on-one conversations, while body shaming and negative interactions often occurred in group settings. A key insight of the study is that private social media settings can significantly influence how teens discuss and respond to body image. Based on these findings, we suggest design guidelines for social media platforms that could promote positive interactions around body image, ultimately creating a healthier and more supportive online environment for teens dealing with body image concerns.", "content_excerpt": "Body image is a critical aspect of adolescent development, significantly impacting mental health and self-esteem (Ajmal et\u00a0al., 2019; Choukas-Bradley et\u00a0al., 2022). In 2022, a nationally representative report in the United States showed that 73% of teenage girls and 69% of teenage boys had expressed significant self-consciousness regarding their physical appearance (Mostafavi, 2022).\nWith their visually centered design and social features, social media platforms such as Instagram have become central to how young people engage with one another about appearance\u00a0(Alluhidan et\u00a0al., 2024; DeVito et\u00a0al., 2017). Such public social media platforms have been reported to exacerbate body image concerns by showcasing idealized images, leading to increased body dissatisfaction through heightened social comparisons\u00a0(Pedalino and Camerini, 2022; Jung et\u00a0al., 2022).\nIn addition, within these environments, peer influences have been shown to play a crucial role in either exacerbating their body image co..."} +{"main_page": "https://arxiv.org/abs/2504.02204", "pdf": "https://arxiv.org/pdf/2504.02204", "title": "Characterizing Creativity in Visualization Design", "authors": "Naimul Hoque, Zinat Ara, Safwat Ali Khan, Fanny Chevalier, Niklas Elmqvist", "subjects": "Human-Computer Interaction (cs.HC)", "abstract": "Understanding the role of creativity in visualization design becomes increasingly important as the field matures, particularly with the emergence of various visualization authoring and recommendation systems. In this paper, we examine how creativity manifests in visualization design processes and how academic research has conceptualized it over time. Through a systematic review of 58 visualization papers that use the terms \"creativity\" or \"creative,\" we analyze the evolution of creative practices in visualization design. Our findings show that prior literature predominantly used atypical designs through free-form drawings, infographics, pictorials, and data comics to define creative representations. However, creativity in visualization design extends beyond visual representations to encompass early needfinding design activities such as sketching, storyboarding, discussion, and card sorting. Data visualization can also support a wide variety of creative tasks (e.g., fiction writing). We discuss the implications of these findings for fostering innovation within established design paradigms and for developing more sophisticated visualization authoring systems. The full list of coded papers are available here: this https URL.", "content_excerpt": "\\onlineid\n0\n\\vgtccategoryResearch\n\\vgtcpapertypetheory/model\n\n\n\\authorfooter\nNaimul Hoque is with University of Iowa, IA, USA.\nE-mail: nhoque@uiowa.edu.\nZinat Ara and Safwat Ali Khan are with George Mason University, VA, USA.\nE-mail: {zara, skhan89}@gmu.edu.\nFanny Chevalier is with University of Toronto, Toronto, ON, Canada.\nE-mail: fanny@dgp.toronto.edu.\nNiklas Elmqvist is with Aarhus University, Aarhus, Denmark.\nE-mail: elm@cs.au.dk. \\teaser\nDifferent forms of creativity in data visualization design. (Left) Design frameworks involving activities such as sketching, group discussion, and card sorting can foster human creativity regardless of the resulting visualization. (Middle) Infographics, pictorials, and data comics can promote creativity through unusual layouts and personalized glyphs and icons. These representations typically rely on author-driven creative activities such as designing custom glyphs and selecting image segments for pictorials. (Right) Data visualization can also s..."} +{"main_page": "https://arxiv.org/abs/2504.02217", "pdf": "https://arxiv.org/pdf/2504.02217", "title": "The Plot Thickens: Quantitative Part-by-Part Exploration of MLLM Visualization Literacy", "authors": "Matheus Valentim, Vaishali Dhanoa, Gabriela Molina Le\u00f3n, Niklas Elmqvist", "subjects": "Human-Computer Interaction (cs.HC)", "abstract": "Multimodal Large Language Models (MLLMs) can interpret data visualizations, but what makes a visualization understandable to these models? Do factors like color, shape, and text influence legibility, and how does this compare to human perception? In this paper, we build on prior work to systematically assess which visualization characteristics impact MLLM interpretability. We expanded the Visualization Literacy Assessment Test (VLAT) test set from 12 to 380 visualizations by varying plot types, colors, and titles. This allowed us to statistically analyze how these features affect model performance. Our findings suggest that while color palettes have no significant impact on accuracy, plot types and the type of title significantly affect MLLM performance. We observe similar trends for model omissions. Based on these insights, we look into which plot types are beneficial for MLLMs in different tasks and propose visualization design principles that enhance MLLM readability. Additionally, we make the extended VLAT test set, VLAT ex, publicly available on this https URL together with our supplemental material for future model testing and evaluation.", "content_excerpt": "\\onlineid\n0\n\\vgtccategoryResearch\n\\vgtcpapertypeTechnique\n\n\n\n\n\\authorfooter\nMatheus Valentim, Vaishali Dhanoa, Gabriela Molina Le\u00f3n, and Niklas Elmqvist are with Aarhus University in Aarhus, Denmark. E-mail: {au763015, dhanoa, leon, elm}@cs.au.dk.\n\n\\shortauthortitleThe Plot Thickens \\teaser\nVisualization literacy for MLLMs.\nOur work advances the field\u2019s knowledge about which charts and chart components play a role in the visualization literacy of multimodal large language models.\nThese findings suggest a set of common design principles that can help practitioners optimize data visualizations specifically for MLLMs. The rise of multimodal large language models (MLLMs) with their capacity to \u201csee\u201d\u2014or rather, translate images into vector embeddings\u2014opens up a world of possibility for the use of these models for visualization.\nThis new capability has prompted researchers to develop benchmarks that measure how well MLLMs interpret visualizations, drawing on established visualization literac..."} +{"main_page": "https://arxiv.org/abs/2504.02234", "pdf": "https://arxiv.org/pdf/2504.02234", "title": "LLM Social Simulations Are a Promising Research Method", "authors": "Jacy Reese Anthis, Ryan Liu, Sean M. Richardson, Austin C. Kozlowski, Bernard Koch, James Evans, Erik Brynjolfsson, Michael Bernstein", "subjects": "Human-Computer Interaction (cs.HC); Artificial Intelligence (cs.AI); Computation and Language (cs.CL); Computers and Society (cs.CY)", "abstract": "Accurate and verifiable large language model (LLM) simulations of human research subjects promise an accessible data source for understanding human behavior and training new AI systems. However, results to date have been limited, and few social scientists have adopted these methods. In this position paper, we argue that the promise of LLM social simulations can be achieved by addressing five tractable challenges. We ground our argument in a literature survey of empirical comparisons between LLMs and human research subjects, commentaries on the topic, and related work. We identify promising directions with prompting, fine-tuning, and complementary methods. We believe that LLM social simulations can already be used for exploratory research, such as pilot experiments for psychology, economics, sociology, and marketing. More widespread use may soon be possible with rapidly advancing LLM capabilities, and researchers should prioritize developing conceptual models and evaluations that can be iteratively deployed and refined at pace with ongoing AI advances.", "content_excerpt": "\\WarningFilter\nlatexYou have requested package\n\\WarningFilterhyperrefIgnoring empty anchor\n\\WarningFiltercaptionUnknown document class With the rapid advances in large language models (LLMs), many researchers have investigated their use for accurate and verifiable simulations of human research subjects (e.g., Hewitt et\u00a0al., 2024). Simulations promise to address many limitations of human data, such as difficulties of representative sampling (Henrich et\u00a0al., 2010), financial costs that limit accessibility (Alemayehu et\u00a0al., 2018), and methodological biases such as non-response bias (Sedgwick, 2014). Complementing human data with simulations could accelerate social science, open up new research opportunities\u2014such as exploring historical or cultural counterfactuals and piloting large-scale policy changes\u2014and fuel scalable synthetic data generation for the development of human-compatible AI (Bai et\u00a0al., 2022; Kim et\u00a0al., 2023). Nonetheless, the limitations of LLMs and simulation results to..."} +{"main_page": "https://arxiv.org/abs/2504.02250", "pdf": "https://arxiv.org/pdf/2504.02250", "title": "Designing Effective Human-Swarm Interaction Interfaces: Insights from a User Study on Task Performance", "authors": "Wasura D. Wattearachchi, Erandi Lakshika, Kathryn Kasmarik, Michael Barlow", "subjects": "Human-Computer Interaction (cs.HC); Robotics (cs.RO)", "abstract": "In this paper, we present a systematic method of design for human-swarm interaction interfaces, combining theoretical insights with empirical evaluation. We first derive ten design principles from existing literature, apply them to key information dimensions identified through goal-directed task analysis and developed a tablet-based interface for a target search task. We then conducted a user study with 31 participants where humans were required to guide a robotic swarm to a target in the presence of three types of hazards that pose a risk to the robots: Distributed, Moving, and Spreading. Performance was measured based on the proximity of the robots to the target and the number of deactivated robots at the end of the task. Results indicate that at least one robot was bought closer to the target in 98% of tasks, demonstrating the interface's success fulfilling the primary objective of the task. Additionally, in nearly 67% of tasks, more than 50% of the robots reached the target. Moreover, particularly better performance was noted in moving hazards. Additionally, the interface appeared to help minimize robot deactivation, as evidenced by nearly 94% of tasks where participants managed to keep more than 50% of the robots active, ensuring that most of the swarm remained operational. However, its effectiveness varied across hazards, with robot deactivation being lowest in distributed hazard scenarios, suggesting that the interface provided the most support in these conditions.", "content_excerpt": "Error extracting content: HTTP Error 404: Not Found"} +{"main_page": "https://arxiv.org/abs/2504.02526", "pdf": "https://arxiv.org/pdf/2504.02526", "title": "Improving User Experience with FAICO: Towards a Framework for AI Communication in Human-AI Co-Creativity", "authors": "Jeba Rezwana, Corey Ford", "subjects": "Human-Computer Interaction (cs.HC); Artificial Intelligence (cs.AI)", "abstract": "How AI communicates with humans is crucial for effective human-AI co-creation. However, many existing co-creative AI tools cannot communicate effectively, limiting their potential as collaborators. This paper introduces our initial design of a Framework for designing AI Communication (FAICO) for co-creative AI based on a systematic review of 107 full-length papers. FAICO presents key aspects of AI communication and their impacts on user experience to guide the design of effective AI communication. We then show actionable ways to translate our framework into two practical tools: design cards for designers and a configuration tool for users. The design cards enable designers to consider AI communication strategies that cater to a diverse range of users in co-creative contexts, while the configuration tool empowers users to customize AI communication based on their needs and creative workflows. This paper contributes new insights within the literature on human-AI co-creativity and Human-Computer Interaction, focusing on designing AI communication to enhance user experience.", "content_excerpt": "Human-AI co-creativity involves humans and AI collaborating in a creative process as partners to produce creative artifacts, ideas or performances (Davis, 2013). Co-creativity research suggests (Liapis et\u00a0al., 2014) that when creativity emerges from human-AI interaction, it can surpass contributors\u2019 original creativity and intentions as novel ideas arise in the process. With the emergence of popular Generative AI (GenAI) systems with co-creative abilities such as ChatGPT (ope, linea), DALL-E (ope, lineb) and Midjourney (mid, line), human-AI co-creativity is making its way into mainstream life. We suggest that the next frontier of co-creative AI needs good collaborative skills in addition to algorithmic competence. However, designing co-creative AI has many challenges due to the open-ended nature of the interaction between humans and AI in creative contexts (Davis et\u00a0al., 2016; Kantosalo et\u00a0al., 2014). For example, co-creative AI must be able to adapt to spontaneous interaction styles a..."} +{"main_page": "https://arxiv.org/abs/2504.02551", "pdf": "https://arxiv.org/pdf/2504.02551", "title": "Human-Centered Development of an Explainable AI Framework for Real-Time Surgical Risk Surveillance", "authors": "Andrea E Davidson, Jessica M Ray, Yulia Levites Strekalova, Parisa Rashidi, Azra Bihorac", "subjects": "Human-Computer Interaction (cs.HC)", "abstract": "Background: Artificial Intelligence (AI) clinical decision support (CDS) systems have the potential to augment surgical risk assessments, but successful adoption depends on an understanding of end-user needs and current workflows. This study reports the initial co-design of MySurgeryRisk, an AI CDS tool to predict the risk of nine post-operative complications in surgical patients. Methods: Semi-structured focus groups and interviews were held as co-design sessions with perioperative physicians at a tertiary academic hospital in the Southeastern United States. Participants were read a surgical vignette and asked questions to elicit an understanding of their current decision-making practices before being introduced to the MySurgeryRisk prototype web interface. They were asked to provide feedback on the user interface and system features. Session transcripts were qualitatively coded, after which thematic analysis took place. Results: Data saturation was reached after 20 surgeons and anesthesiologists from varying career stages participated across 11 co-design sessions. Thematic analysis resulted in five themes: (1) decision-making cognitive processes, (2) current approach to decision-making, (3) future approach to decision-making with MySurgeryRisk, (4) feedback on current MySurgeryRisk prototype, and (5) trustworthy considerations. Conclusion: Clinical providers perceived MySurgeryRisk as a promising CDS tool that factors in a large volume of data and is computed in real-time without any need for manual input. Participants provided feedback on the design of the interface and imaged applications of the tool in the clinical workflow. However, its successful implementation will depend on its actionability and explainability of model outputs, integration into current electronic systems, and calibration of trust among end-users.", "content_excerpt": "Error extracting content: HTTP Error 404: Not Found"} +{"main_page": "https://arxiv.org/abs/2504.02585", "pdf": "https://arxiv.org/pdf/2504.02585", "title": "\"I Feel Like I'm Teaching in a Gladiator Ring\": Barriers and Benefits of Live Coding in Classroom Settings", "authors": "Caroline Berger, David Weintrop, Niklas Elmqvist", "subjects": "Human-Computer Interaction (cs.HC)", "abstract": "Live coding for teaching-synchronously writing software in front of students-can be an effective method for engaging students and instilling practical programming skills. However, not all settings are conducive to live coding and not all instructors are successful in this challenging task. We present results from a study involving university instructors, teaching assistants, and students identifying both barriers and benefits of live coding. Physical infrastructure, a positive classroom community with psychological safety, and opportunities for teacher development are practical considerations for live coding. In order for live coding to be an active learning experience, we recommend that tools support multiple mechanisms for engaging students, directing audience attention, and encouraging student-led live coding.", "content_excerpt": "\u201cAnd then I\u2019m teaching [\u2026] in a classroom that feels like a gladiatorial ring.\n200 seats in a wall up in front of me.\nAnd I have to lean back to see the top.\nAnd really the only constraint in that classroom is that it\u2019s terrifying.\nIt is the most terrifying experience I\u2019ve ever had.\u201d\n\u2013 Participant 08 (Computer Science instructor) The gladiator descends into the arena engulfed by the shrill screams of the spectators.\nRows upon rows of the audience stares down at him, anticipating the long-awaited battle.\nBut we aren\u2019t in Ancient Rome; we are in a giant tiered lecture hall on a present-day university campus.\nThe spectators are students learning programming.\nAnd the gladiator?\nIt\u2019s the instructor, equipped with only their laptop and some notes, and the feat that they are about to attempt is to write valid source code in front of an auditorium full of students.\nWhile an effective means of engaging the audience and conveying authentic, practical programming skills, instructors liken this fo..."} +{"main_page": "https://arxiv.org/abs/2504.02622", "pdf": "https://arxiv.org/pdf/2504.02622", "title": "Exploring undercurrents of learning tensions in an LLM-enhanced landscape: A student-centered qualitative perspective on LLM vs Search", "authors": "Rahul R. Divekar, Sophia Guerra, Lisette Gonzalez, Natasha Boos, Helen Zhou", "subjects": "Human-Computer Interaction (cs.HC)", "abstract": "Large language models (LLMs) are transforming how students learn by providing readily available tools that can quickly augment or complete various learning activities with non-trivial performance. Similar paradigm shifts have occurred in the past with the introduction of search engines and Wikipedia, which replaced or supplemented traditional information sources such as libraries and books. This study investigates the potential for LLMs to represent the next shift in learning, focusing on their role in information discovery and synthesis compared to existing technologies, such as search engines. Using a within-subjects, counterbalanced design, participants learned new topics using a search engine (Google) and an LLM (ChatGPT). Post-task follow-up interviews explored students' reflections, preferences, pain points, and overall perceptions. We present analysis of their responses that show nuanced insights into when, why, and how students prefer LLMs over search engines, offering implications for educators, policymakers, and technology developers navigating the evolving educational landscape.", "content_excerpt": "Error extracting content: HTTP Error 404: Not Found"} +{"main_page": "https://arxiv.org/abs/2504.02624", "pdf": "https://arxiv.org/pdf/2504.02624", "title": "EmbodiedSense: Understanding Embodied Activities with Earphones", "authors": "Lixing He, Bufang Yang, Di Duan, Zhenyu Yan, Guoliang Xing", "subjects": "Human-Computer Interaction (cs.HC)", "abstract": "In this paper, we propose EmbodiedSense, a sensing system based on commercial earphones, which enables fine-grained activity logs using existing sensors. The activity logs record both user activities and the scenario in which the activities took place, benefiting detailed behavior understanding. By understanding both the user and the environment, EmbodiedSense addresses three main challenges: the limited recognition capability caused by information-hungry configurations (i.e., limited sensors available), the ineffective fusion to extract ambient information such as contextual scenarios, and the interference from ambient noise. Specifically, EmbodiedSense consists of a context-aware scenario recognition module and spatial-aware activity detection, which is further integrated with other attributes by expert knowledge. We implement our system on commercial earphones equipped with binaural microphones and an Inertial Measurement Unit (IMU). By distinguishing usage scenarios and identifying the source of sounds, EmbodiedSense enables fine-grained activity logs in a zero-shot manner (evaluated with up to 41 categories) and outperforms strong baselines like ImageBind-LLM by 38% F1-score. Extensive evaluations demonstrate that EmbodiedSense is a promising solution for long-term and short-term activity logs and provides significant benefits in monitoring the wearer's daily life.", "content_excerpt": "Embodied AI is a new and developing field of research that involves systems with a physical presence, allowing both robots and humans to interact with the real world (Bartolozzi et\u00a0al., 2022; Luo et\u00a0al., 2022).\nUnderstanding human behaviors is fundamental in embodied AI, which can be called embodied activity sensing. Embodied activity sensing is a significant extension of existing human activity recognition (HAR), which specifically focuses on user-conducted activity and is rarely explored.\nConsequently, embodied activity sensing can record a daily log that continuously tracks the users with both long-time scenarios and short-time activities, enabling fine-grained health monitoring (Munguia\u00a0Tapia, 2008; Alam and Roy, 2014; Gedam and Paul, 2021). For example, caregivers and doctors can refer to the detailed log to provide diagnoses and interventions for patients and the elderly. With the popularity of earphones, various applications\u00a0(Mollyn et\u00a0al., 2022; He et\u00a0al., 2023; Chen et\u00a0al., 20..."} +{"main_page": "https://arxiv.org/abs/2504.02663", "pdf": "https://arxiv.org/pdf/2504.02663", "title": "Development of Automated Data Quality Assessment and Evaluation Indices by Analytical Experience", "authors": "Yuka Haruki, Kei Kato, Yuki Enami, Hiroaki Takeuchi, Daiki Kazuno, Kotaro Yamada, Teruaki Hayashi", "subjects": "Human-Computer Interaction (cs.HC)", "abstract": "The societal need to leverage third-party data has driven the data-distribution market and increased the importance of data quality assessment (DQA) in data transactions between organizations. However, DQA requires expert knowledge of raw data and related data attributes, which hinders consensus-building in data purchasing. This study focused on the differences in DQAs between experienced and inexperienced data handlers. We performed two experiments: The first was a questionnaire survey involving 41 participants with varying levels of data-handling experience, who evaluated 12 data samples using 10 predefined indices with and without quality metadata generated by the automated tool. The second was an eye-tracking experiment to reveal the viewing behavior of participants during data evaluation. It was revealed that using quality metadata generated by the automated tool can reduce misrecognition in DQA. While experienced data handlers rated the quality metadata highly, semi-experienced users gave it the lowest ratings. This study contributes to enhancing data understanding within organizations and promoting the distribution of valuable data by proposing an automated tool to support DQAs.", "content_excerpt": "[1]\\fnmYuka \\surHaruki 1]\\orgdivSchool of Engineering, \\orgnameThe University of Tokyo\n2]\\orgdivKyodo Printing Co., Ltd. In recent years, data has increasingly become more of a commodity [1] and the volume of data distributed has grown with the importance of digital transformation [2][3]. Data has also been referred to as \u201cthe oil of the 21st century,\u201d and expectations of value creation using data have increased since the global boom in big data around 2013. In line with this, a data-distribution service emerged, where data is traded between companies and organizations [4]."} +{"main_page": "https://arxiv.org/abs/2504.02664", "pdf": "https://arxiv.org/pdf/2504.02664", "title": "How humans evaluate AI systems for person detection in automatic train operation: Not all misses are alike", "authors": "Romy M\u00fcller", "subjects": "Human-Computer Interaction (cs.HC)", "abstract": "If artificial intelligence (AI) is to be applied in safety-critical domains, its performance needs to be evaluated reliably. The present study aimed to understand how humans evaluate AI systems for person detection in automatic train operation. In three experiments, participants saw image sequences of people moving in the vicinity of railway tracks. A simulated AI had highlighted all detected people, sometimes correctly and sometimes not. Participants had to provide a numerical rating of the AI's performance and then verbally explain their rating. The experiments varied several factors that might influence human ratings: the types and plausibility of AI mistakes, the number of affected images, the number of people present in an image, the position of people relevant to the tracks, and the methods used to elicit human evaluations. While all these factors influenced human ratings, some effects were unexpected or deviated from normative standards. For instance, the factor with the strongest impact was people's position relative to the tracks, although participants had explicitly been instructed that the AI could not process such information. Taken together, the results suggest that humans may sometimes evaluate more than the AI's performance on the assigned task. Such mismatches between AI capabilities and human expectations should be taken into consideration when conducting safety audits of AI systems.", "content_excerpt": "Error extracting content: HTTP Error 404: Not Found"} +{"main_page": "https://arxiv.org/abs/2504.02675", "pdf": "https://arxiv.org/pdf/2504.02675", "title": "Cybersickness Assessment Framework(TestBed): Towards a Standardization of Experiments", "authors": "Nana Tian, Elif Kurtay, Dylan Vairoli, Adriano Viegas Milani, Ronan Boulic", "subjects": "Human-Computer Interaction (cs.HC)", "abstract": "Investigating cybersickness (CS) in virtual reality (VR) often requires significant resources to create the VR environment and manage other experiment-related aspects. Additionally, slight differences in VR content across studies can lead to conflicting results. To address these challenges, we propose a standardized assessment framework to facilitate cybersickness research. The main goal is to enable consistent and comparable CS-related experiments. By establishing this common foundation, researchers can better evaluate and compare the impact of various factors on cybersickness. We provide a comprehensive explanation of the conceptual designs, detail the technical implementation, and offer instructions for using the proposed framework. Lastly, we conclude by discussing the limitations and potential avenues for future development.", "content_excerpt": "Error extracting content: HTTP Error 404: Not Found"} +{"main_page": "https://arxiv.org/abs/2504.02735", "pdf": "https://arxiv.org/pdf/2504.02735", "title": "Pushing the Limit of PPG Sensing in Sedentary Conditions by Addressing Poor Skin-sensor Contact", "authors": "Manh Pham Hung, Matthew Yiwen Ho, Yiming Zhang, Dimitris Spathis, Aaqib Saeed, Dong Ma", "subjects": "Human-Computer Interaction (cs.HC); Machine Learning (cs.LG)", "abstract": "Photoplethysmography (PPG) is a widely used non-invasive technique for monitoring cardiovascular health and various physiological parameters on consumer and medical devices. While motion artifacts are well-known challenges in dynamic settings, suboptimal skin-sensor contact in sedentary conditions - a critical issue often overlooked in existing literature - can distort PPG signal morphology, leading to the loss or shift of essential waveform features and therefore degrading sensing performance. In this work, we propose CP-PPG, a novel approach that transforms Contact Pressure-distorted PPG signals into ones with the ideal morphology. CP-PPG incorporates a novel data collection approach, a well-crafted signal processing pipeline, and an advanced deep adversarial model trained with a custom PPG-aware loss function. We validated CP-PPG through comprehensive evaluations, including 1) morphology transformation performance on our self-collected dataset, 2) downstream physiological monitoring performance on public datasets, and 3) in-the-wild performance. Extensive experiments demonstrate substantial and consistent improvements in signal fidelity (Mean Absolute Error: 0.09, 40% improvement over the original signal) as well as downstream performance across all evaluations in Heart Rate (HR), Heart Rate Variability (HRV), Respiration Rate (RR), and Blood Pressure (BP) estimation (on average, 21% improvement in HR; 41-46% in HRV; 6% in RR; and 4-5% in BP). These findings highlight the critical importance of addressing skin-sensor contact issues for accurate and dependable PPG-based physiological monitoring. Furthermore, CP-PPG can serve as a generic, plug-in API to enhance PPG signal quality.", "content_excerpt": "Photoplethysmography (PPG) is a non-invasive optical technique used to measure changes in blood volume in peripheral blood vessels. It functions by emitting light onto the skin using an LED and measuring the amount of light transmitted through (transmissive PPG) or reflected against (reflective PPG) the skin, which changes due to cardiac pulsations, with a photodetector. An ideal PPG waveform (Figure\u00a01) reflects complete cardiac cycles and contains all key features such as the systolic peak, dicrotic notch, and diastolic peak, all of which hold significant clinical importance. For example, PPG waveforms can be used to derive various physiological parameters, including heart rate (HR)\u00a0(Biswas et\u00a0al., 2019b; Thomas and Gopi, 2019; Arunkumar and Bhaskar, 2019), heart rate variability (HRV)\u00a0(Natarajan et\u00a0al., 2020; Taoum et\u00a0al., 2022; Hoog\u00a0Antink et\u00a0al., 2021; Aliani et\u00a0al., 2023), respiration rate (RR)\u00a0(Osathitporn et\u00a0al., 2023; Natarajan et\u00a0al., 2021), blood pressure (BP)\u00a0(Fan et\u00a0al., 20..."} +{"main_page": "https://arxiv.org/abs/2504.02780", "pdf": "https://arxiv.org/pdf/2504.02780", "title": "From Consumption to Collaboration: Measuring Interaction Patterns to Augment Human Cognition in Open-Ended Tasks", "authors": "Joshua Holstein, Moritz Diener, Philipp Spitzer", "subjects": "Human-Computer Interaction (cs.HC); Artificial Intelligence (cs.AI)", "abstract": "The rise of Generative AI, and Large Language Models (LLMs) in particular, is fundamentally changing cognitive processes in knowledge work, raising critical questions about their impact on human reasoning and problem-solving capabilities. As these AI systems become increasingly integrated into workflows, they offer unprecedented opportunities for augmenting human thinking while simultaneously risking cognitive erosion through passive consumption of generated answers. This tension is particularly pronounced in open-ended tasks, where effective solutions require deep contextualization and integration of domain knowledge. Unlike structured tasks with established metrics, measuring the quality of human-LLM interaction in such open-ended tasks poses significant challenges due to the absence of ground truth and the iterative nature of solution development. To address this, we present a framework that analyzes interaction patterns along two dimensions: cognitive activity mode (exploration vs. exploitation) and cognitive engagement mode (constructive vs. detrimental). This framework provides systematic measurements to evaluate when LLMs are effective tools for thought rather than substitutes for human cognition, advancing theoretical understanding and practical guidance for developing AI systems that protect and augment human cognitive capabilities.", "content_excerpt": "The emergence of Generative AI (GenAI) has fundamentally reshaped how humans approach cognitive tasks, from creative ideation to complex problem-solving (Radensky et\u00a0al., 2024; Tankelevitch et\u00a0al., 2024; Simkute et\u00a0al., 2025). Among these technologies, Large Language Models (LLMs) have become particularly influential due to their ability to engage in natural language dialogue and support a wide range of tasks (Subramonyam et\u00a0al., 2024). While LLMs show remarkable potential for augmenting human thinking and reflection (Simkute et\u00a0al., 2025), they simultaneously risk cognitive erosion through uncritical reliance on their outputs (Lee et\u00a0al., 2025; Sarkar et\u00a0al., 2024; Drosos et\u00a0al., 2025; Stadler et\u00a0al., 2024). This risk is particularly pronounced as LLMs can generate seemingly high-quality outputs that may contain substantial flaws (Russell et\u00a0al., 2024): they can produce hallucinations\u2014confidently stated but factually incorrect information\u2014that can lead to misinformation and flawed men..."} +{"main_page": "https://arxiv.org/abs/2504.02794", "pdf": "https://arxiv.org/pdf/2504.02794", "title": "MENA: Multimodal Epistemic Network Analysis for Visualizing Competencies and Emotions", "authors": "Behdokht Kiafar, Pavan Uttej Ravva, Asif Ahmmed Joy, Salam Daher, Roghayeh Leila Barmaki", "subjects": "Human-Computer Interaction (cs.HC)", "abstract": "The need to improve geriatric care quality presents a challenge that requires insights from stakeholders. While simulated trainings can boost competencies, extracting meaningful insights from these practices to enhance simulation effectiveness remains a challenge. In this study, we introduce Multimodal Epistemic Network Analysis (MENA), a novel framework for analyzing caregiver attitudes and emotions in an Augmented Reality setting and exploring how the awareness of a virtual geriatric patient (VGP) impacts these aspects. MENA enhances the capabilities of Epistemic Network Analysis by detecting positive emotions, enabling visualization and analysis of complex relationships between caregiving competencies and emotions in dynamic caregiving practices. The framework provides visual representations that demonstrate how participants provided more supportive care and engaged more effectively in person-centered caregiving with aware VGP. This method could be applicable in any setting that depends on dynamic interpersonal interactions, as it visualizes connections between key elements using network graphs and enables the direct comparison of multiple networks, thereby broadening its implications across various fields.", "content_excerpt": "\\onlineid\n1895\n\\vgtccategoryResearch\n\\vgtcpapertypetheory/model \\teaser\nThe architecture of the proposed multimodal Emotional State Classifier, consisting of four main components: Audio Extraction, Pose Estimation, Text Feature integrated with Knowledge Graph, and Fusion Network including a classification head. This setup determines whether the participant exhibited a positive emotion, such as a supportive and uplifting approach, during that segment of the video, as evidenced by their audio, gestures, and verbal communication. Introduction"} diff --git a/digest/design_papers.html b/digest/design_papers.html new file mode 100644 index 0000000..90f98f6 --- /dev/null +++ b/digest/design_papers.html @@ -0,0 +1,177 @@ + + + + + + Design Automation Papers + + + +

Design Automation Papers

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Found 18 papers related to graphic design automation with AI/ML

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Generated on 2025-04-06 13:57:23

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Summary Statistics

Categories:

  • Layout Generation: 7 papers
  • Layout Generation, UI/UX Design: 6 papers
  • Layout Generation, UI/UX Design, Image Manipulation: 1 papers
  • UI/UX Design, Design Tools: 1 papers
  • Layout Generation, UI/UX Design, 3D Design: 1 papers
  • Layout Generation, Multimodal Design: 1 papers
  • Layout Generation, UI/UX Design, Design Tools: 1 papers

Techniques:

  • Reinforcement Learning: 11 papers
  • Transformers: 4 papers
  • Computer Vision: 3 papers
  • Large Language Models: 3 papers
  • Diffusion Models: 2 papers
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Jinqi Luo, Tianjiao Ding, Kwan Ho Ryan Chan, Hancheng Min, Chris Callison-Burch, René Vidal
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Category: Layout Generation, UI/UX Design, Image Manipulation | Subject: Computer Vision and Pattern Recognition (cs.CV); Artificial Intelligence (cs.AI); Computation and Language (cs.CL)
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Techniques: Diffusion Models
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Abstract: Diffusion models are widely used for image editing tasks. Existing editing methods often design a representation manipulation procedure by curating an edit direction in the text embedding or score space. However, such a procedure faces a key challenge: overestimating the edit strength harms visual consistency while underestimating it fails the editing task. Notably, each source image may require a different editing strength, and it is costly to search for an appropriate strength via trial-and-error. To address this challenge, we propose Concept Lancet (CoLan), a zero-shot plug-and-play framework for principled representation manipulation in diffusion-based image editing. At inference time, we decompose the source input in the latent (text embedding or diffusion score) space as a sparse linear combination of the representations of the collected visual concepts. This allows us to accurately estimate the presence of concepts in each image, which informs the edit. Based on the editing task (replace/add/remove), we perform a customized concept transplant process to impose the corresponding editing direction. To sufficiently model the concept space, we curate a conceptual representation dataset, CoLan-150K, which contains diverse descriptions and scenarios of visual terms and phrases for the latent dictionary. Experiments on multiple diffusion-based image editing baselines show that methods equipped with CoLan achieve state-of-the-art performance in editing effectiveness and consistency preservation.
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Yuhang Li, Ruokai Yin, Donghyun Lee, Shiting Xiao, Priyadarshini Panda
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Category: Layout Generation | Subject: Machine Learning (cs.LG)
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Techniques: Transformers, Reinforcement Learning, Computer Vision, Large Language Models
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Abstract: We introduce GPTQv2, a novel finetuning-free quantization method for compressing large-scale transformer architectures. Unlike the previous GPTQ method, which independently calibrates each layer, we always match the quantized layer's output to the exact output in the full-precision model, resulting in a scheme that we call asymmetric calibration. Such a scheme can effectively reduce the quantization error accumulated in previous layers. We analyze this problem using optimal brain compression to derive a close-formed solution. The new solution explicitly minimizes the quantization error as well as the accumulated asymmetry error. Furthermore, we utilize various techniques to parallelize the solution calculation, including channel parallelization, neuron decomposition, and Cholesky reformulation for matrix fusion. As a result, GPTQv2 is easy to implement, simply using 20 more lines of code than GPTQ but improving its performance under low-bit quantization. Remarkably, on a single GPU, we quantize a 405B language transformer as well as EVA-02 the rank first vision transformer that achieves 90% pretraining Imagenet accuracy. Code is available at this http URL.
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Thomas Dooms, Ward Gauderis, Geraint A. Wiggins, Jose Oramas
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Category: Layout Generation | Subject: Machine Learning (cs.LG)
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Techniques:
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Abstract: We propose $\chi$-net, an intrinsically interpretable architecture combining the compositional multilinear structure of tensor networks with the expressivity and efficiency of deep neural networks. $\chi$-nets retain equal accuracy compared to their baseline counterparts. Our novel, efficient diagonalisation algorithm, ODT, reveals linear low-rank structure in a multilayer SVHN model. We leverage this toward formal weight-based interpretability and model compression.
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Leonardo Iurada, Marco Ciccone, Tatiana Tommasi
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Category: Layout Generation, UI/UX Design | Subject: Machine Learning (cs.LG); Artificial Intelligence (cs.AI); Computation and Language (cs.CL); Computer Vision and Pattern Recognition (cs.CV)
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Techniques: Reinforcement Learning
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Abstract: Task arithmetic has emerged as a promising approach for editing models by representing task-specific knowledge as composable task vectors. However, existing methods rely on network linearization to derive task vectors, leading to computational bottlenecks during training and inference. Moreover, linearization alone does not ensure weight disentanglement, the key property that enables conflict-free composition of task vectors. To address this, we propose TaLoS which allows to build sparse task vectors with minimal interference without requiring explicit linearization and sharing information across tasks. We find that pre-trained models contain a subset of parameters with consistently low gradient sensitivity across tasks, and that sparsely updating only these parameters allows for promoting weight disentanglement during fine-tuning. Our experiments prove that TaLoS improves training and inference efficiency while outperforming current methods in task addition and negation. By enabling modular parameter editing, our approach fosters practical deployment of adaptable foundation models in real-world applications.
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Viacheslav Yusupov, Maxim Rakhuba, Evgeny Frolov
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Category: Layout Generation | Subject: Machine Learning (cs.LG); Artificial Intelligence (cs.AI); Information Retrieval (cs.IR); Machine Learning (stat.ML)
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Techniques: Reinforcement Learning
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Abstract: In this paper, we propose a new geometric approach for knowledge graph completion via low rank tensor approximation. We augment a pretrained and well-established Euclidean model based on a Tucker tensor decomposition with a novel hyperbolic interaction term. This correction enables more nuanced capturing of distributional properties in data better aligned with real-world knowledge graphs. By combining two geometries together, our approach improves expressivity of the resulting model achieving new state-of-the-art link prediction accuracy with a significantly lower number of parameters compared to the previous Euclidean and hyperbolic models.
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Siddharth Khincha, Tushar Kataria, Ankita Anand, Dan Roth, Vivek Gupta
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Category: Layout Generation | Subject: Computation and Language (cs.CL)
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Techniques: Reinforcement Learning, Large Language Models
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Abstract: The vast amount of online information today poses challenges for non-English speakers, as much of it is concentrated in high-resource languages such as English and French. Wikipedia reflects this imbalance, with content in low-resource languages frequently outdated or incomplete. Recent research has sought to improve cross-language synchronization of Wikipedia tables using rule-based methods. These approaches can be effective, but they struggle with complexity and generalization. This paper explores large language models (LLMs) for multilingual information synchronization, using zero-shot prompting as a scalable solution. We introduce the Information Updation dataset, simulating the real-world process of updating outdated Wikipedia tables, and evaluate LLM performance. Our findings reveal that single-prompt approaches often produce suboptimal results, prompting us to introduce a task decomposition strategy that enhances coherence and accuracy. Our proposed method outperforms existing baselines, particularly in Information Updation (1.79%) and Information Addition (20.58%), highlighting the model strength in dynamically updating and enriching data across architectures
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Jeba Rezwana, Corey Ford
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Category: UI/UX Design, Design Tools | Subject: Human-Computer Interaction (cs.HC); Artificial Intelligence (cs.AI)
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Techniques:
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Abstract: How AI communicates with humans is crucial for effective human-AI co-creation. However, many existing co-creative AI tools cannot communicate effectively, limiting their potential as collaborators. This paper introduces our initial design of a Framework for designing AI Communication (FAICO) for co-creative AI based on a systematic review of 107 full-length papers. FAICO presents key aspects of AI communication and their impacts on user experience to guide the design of effective AI communication. We then show actionable ways to translate our framework into two practical tools: design cards for designers and a configuration tool for users. The design cards enable designers to consider AI communication strategies that cater to a diverse range of users in co-creative contexts, while the configuration tool empowers users to customize AI communication based on their needs and creative workflows. This paper contributes new insights within the literature on human-AI co-creativity and Human-Computer Interaction, focusing on designing AI communication to enhance user experience.
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Fatemeh Behrad, Tinne Tuytelaars, Johan Wagemans
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Category: Layout Generation | Subject: Computer Vision and Pattern Recognition (cs.CV)
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Techniques: Transformers, Reinforcement Learning, Computer Vision
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Abstract: The capacity of Vision transformers (ViTs) to handle variable-sized inputs is often constrained by computational complexity and batch processing limitations. Consequently, ViTs are typically trained on small, fixed-size images obtained through downscaling or cropping. While reducing computational burden, these methods result in significant information loss, negatively affecting tasks like image aesthetic assessment. We introduce Charm, a novel tokenization approach that preserves Composition, High-resolution, Aspect Ratio, and Multi-scale information simultaneously. Charm prioritizes high-resolution details in specific regions while downscaling others, enabling shorter fixed-size input sequences for ViTs while incorporating essential information. Charm is designed to be compatible with pre-trained ViTs and their learned positional embeddings. By providing multiscale input and introducing variety to input tokens, Charm improves ViT performance and generalizability for image aesthetic assessment. We avoid cropping or changing the aspect ratio to further preserve information. Extensive experiments demonstrate significant performance improvements on various image aesthetic and quality assessment datasets (up to 8.1 %) using a lightweight ViT backbone. Code and pre-trained models are available at this https URL.
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Sinchee Chin, Fan Zhang, Xiaochen Yang, Jing-Hao Xue, Wenming Yang, Peng Jia, Guijin Wang, Luo Yingqun
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Category: Layout Generation, UI/UX Design, 3D Design | Subject: Machine Learning (cs.LG); Information Theory (cs.IT)
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Techniques: Reinforcement Learning
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Abstract: Time Series Anomaly Detection (TSAD) is essential for uncovering rare and potentially harmful events in unlabeled time series data. Existing methods are highly dependent on clean, high-quality inputs, making them susceptible to noise and real-world imperfections. Additionally, intricate temporal relationships in time series data are often inadequately captured in traditional 1D representations, leading to suboptimal modeling of dependencies. We introduce VISTA, a training-free, unsupervised TSAD algorithm designed to overcome these challenges. VISTA features three core modules: 1) Time Series Decomposition using Seasonal and Trend Decomposition via Loess (STL) to decompose noisy time series into trend, seasonal, and residual components; 2) Temporal Self-Attention, which transforms 1D time series into 2D temporal correlation matrices for richer dependency modeling and anomaly detection; and 3) Multivariate Temporal Aggregation, which uses a pretrained feature extractor to integrate cross-variable information into a unified, memory-efficient representation. VISTA's training-free approach enables rapid deployment and easy hyperparameter tuning, making it suitable for industrial applications. It achieves state-of-the-art performance on five multivariate TSAD benchmarks.
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Qisheng Hu, Quanyu Long, Wenya Wang
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Category: Layout Generation, UI/UX Design | Subject: Artificial Intelligence (cs.AI)
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Techniques: Reinforcement Learning
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Abstract: Program-guided reasoning has shown promise in complex claim fact-checking by decomposing claims into function calls and executing reasoning programs. However, prior work primarily relies on few-shot in-context learning (ICL) with ad-hoc demonstrations, which limit program diversity and require manual design with substantial domain knowledge. Fundamentally, the underlying principles of effective reasoning program generation still remain underexplored, making it challenging to construct effective demonstrations. To address this, we propose BOOST, a bootstrapping-based framework for few-shot reasoning program generation. BOOST explicitly integrates claim decomposition and information-gathering strategies as structural guidance for program generation, iteratively refining bootstrapped demonstrations in a strategy-driven and data-centric manner without human intervention. This enables a seamless transition from zero-shot to few-shot strategic program-guided learning, enhancing interpretability and effectiveness. Experimental results show that BOOST outperforms prior few-shot baselines in both zero-shot and few-shot settings for complex claim verification.
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Jiayi Gao, Zijin Yin, Changcheng Hua, Yuxin Peng, Kongming Liang, Zhanyu Ma, Jun Guo, Yang Liu
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Category: Layout Generation, UI/UX Design | Subject: Computer Vision and Pattern Recognition (cs.CV)
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Techniques: Reinforcement Learning
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Abstract: The development of Text-to-Video (T2V) generation has made motion transfer possible, enabling the control of video motion based on existing footage. However, current methods have two limitations: 1) struggle to handle multi-subjects videos, failing to transfer specific subject motion; 2) struggle to preserve the diversity and accuracy of motion as transferring to subjects with varying shapes. To overcome these, we introduce \textbf{ConMo}, a zero-shot framework that disentangle and recompose the motions of subjects and camera movements. ConMo isolates individual subject and background motion cues from complex trajectories in source videos using only subject masks, and reassembles them for target video generation. This approach enables more accurate motion control across diverse subjects and improves performance in multi-subject scenarios. Additionally, we propose soft guidance in the recomposition stage which controls the retention of original motion to adjust shape constraints, aiding subject shape adaptation and semantic transformation. Unlike previous methods, ConMo unlocks a wide range of applications, including subject size and position editing, subject removal, semantic modifications, and camera motion simulation. Extensive experiments demonstrate that ConMo significantly outperforms state-of-the-art methods in motion fidelity and semantic consistency. The code is available at this https URL.
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Zhengcong Fei, Debang Li, Di Qiu, Jiahua Wang, Yikun Dou, Rui Wang, Jingtao Xu, Mingyuan Fan, Guibin Chen, Yang Li, Yahui Zhou
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Category: Layout Generation | Subject: Computer Vision and Pattern Recognition (cs.CV)
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Techniques: Diffusion Models, Transformers
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Abstract: This paper presents SkyReels-A2, a controllable video generation framework capable of assembling arbitrary visual elements (e.g., characters, objects, backgrounds) into synthesized videos based on textual prompts while maintaining strict consistency with reference images for each element. We term this task elements-to-video (E2V), whose primary challenges lie in preserving the fidelity of each reference element, ensuring coherent composition of the scene, and achieving natural outputs. To address these, we first design a comprehensive data pipeline to construct prompt-reference-video triplets for model training. Next, we propose a novel image-text joint embedding model to inject multi-element representations into the generative process, balancing element-specific consistency with global coherence and text alignment. We also optimize the inference pipeline for both speed and output stability. Moreover, we introduce a carefully curated benchmark for systematic evaluation, i.e, A2 Bench. Experiments demonstrate that our framework can generate diverse, high-quality videos with precise element control. SkyReels-A2 is the first open-source commercial grade model for the generation of E2V, performing favorably against advanced closed-source commercial models. We anticipate SkyReels-A2 will advance creative applications such as drama and virtual e-commerce, pushing the boundaries of controllable video generation.
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Aidan Tiruvan
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Category: Layout Generation | Subject: Machine Learning (cs.LG); Numerical Analysis (math.NA)
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Techniques: Reinforcement Learning
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Abstract: Robust low-rank approximation under row-wise adversarial corruption can be achieved with a single pass, randomized procedure that detects and removes outlier rows by thresholding their projected norms. We propose a scalable, non-iterative algorithm that efficiently recovers the underlying low-rank structure in the presence of row-wise adversarial corruption. By first compressing the data with a Johnson Lindenstrauss projection, our approach preserves the geometry of clean rows while dramatically reducing dimensionality. Robust statistical techniques based on the median and median absolute deviation then enable precise identification and removal of outlier rows with abnormally high norms. The subsequent rank-k approximation achieves near-optimal error bounds with a one pass procedure that scales linearly with the number of observations. Empirical results confirm that combining random sketches with robust statistics yields efficient, accurate decompositions even in the presence of large fractions of corrupted rows.
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Takahiro Shirakawa, Tomoyuki Suzuki, Daichi Haraguchi
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Category: Layout Generation, UI/UX Design | Subject: Graphics (cs.GR); Computer Vision and Pattern Recognition (cs.CV)
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Techniques:
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Abstract: General image-to-video generation methods often produce suboptimal animations that do not meet the requirements of animated graphics, as they lack active text motion and exhibit object distortion. Also, code-based animation generation methods typically require layer-structured vector data which are often not readily available for motion graphic generation. To address these challenges, we propose a novel framework named MG-Gen that reconstructs data in vector format from a single raster image to extend the capabilities of code-based methods to enable motion graphics generation from a raster image in the framework of general image-to-video generation. MG-Gen first decomposes the input image into layer-wise elements, reconstructs them as HTML format data and then generates executable JavaScript code for the reconstructed HTML data. We experimentally confirm that \ours{} generates motion graphics while preserving text readability and input consistency. These successful results indicate that combining layer decomposition and animation code generation is an effective strategy for motion graphics generation.
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Weibin Liao, Xin Gao, Tianyu Jia, Rihong Qiu, Yifan Zhu, Yang Lin, Xu Chu, Junfeng Zhao, Yasha Wang
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Category: Layout Generation, UI/UX Design | Subject: Computation and Language (cs.CL)
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Techniques: Reinforcement Learning, Large Language Models
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Abstract: Natural Language to SQL (NL2SQL) has emerged as a critical task for enabling seamless interaction with databases. Recent advancements in Large Language Models (LLMs) have demonstrated remarkable performance in this domain. However, existing NL2SQL methods predominantly rely on closed-source LLMs leveraging prompt engineering, while open-source models typically require fine-tuning to acquire domain-specific knowledge. Despite these efforts, open-source LLMs struggle with complex NL2SQL tasks due to the indirect expression of user query objectives and the semantic gap between user queries and database schemas. Inspired by the application of reinforcement learning in mathematical problem-solving to encourage step-by-step reasoning in LLMs, we propose LearNAT (Learning NL2SQL with AST-guided Task Decomposition), a novel framework that improves the performance of open-source LLMs on complex NL2SQL tasks through task decomposition and reinforcement learning. LearNAT introduces three key components: (1) a Decomposition Synthesis Procedure that leverages Abstract Syntax Trees (ASTs) to guide efficient search and pruning strategies for task decomposition, (2) Margin-aware Reinforcement Learning, which employs fine-grained step-level optimization via DPO with AST margins, and (3) Adaptive Demonstration Reasoning, a mechanism for dynamically selecting relevant examples to enhance decomposition capabilities. Extensive experiments on two benchmark datasets, Spider and BIRD, demonstrate that LearNAT enables a 7B-parameter open-source LLM to achieve performance comparable to GPT-4, while offering improved efficiency and accessibility.
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Zhipu Cui, Andong Tian, Zhi Ying, Jialiang Lu
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Category: Layout Generation, Multimodal Design | Subject: Computer Vision and Pattern Recognition (cs.CV); Artificial Intelligence (cs.AI)
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Techniques:
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Abstract: Personalized image generation allows users to preserve styles or subjects of a provided small set of images for further image generation. With the advancement in large text-to-image models, many techniques have been developed to efficiently fine-tune those models for personalization, such as Low Rank Adaptation (LoRA). However, LoRA-based methods often face the challenge of adjusting the rank parameter to achieve satisfactory results. To address this challenge, AutoComponent-LoRA (AC-LoRA) is proposed, which is able to automatically separate the signal component and noise component of the LoRA matrices for fast and efficient personalized artistic style image generation. This method is based on Singular Value Decomposition (SVD) and dynamic heuristics to update the hyperparameters during training. Superior performance over existing methods in overcoming model underfitting or overfitting problems is demonstrated. The results were validated using FID, CLIP, DINO, and ImageReward, achieving an average of 9% improvement.
+
+ +
+ +
Reza Sameni
+
Category: Layout Generation, UI/UX Design, Design Tools | Subject: Machine Learning (cs.LG); Artificial Intelligence (cs.AI); Statistics Theory (math.ST); Machine Learning (stat.ML)
+
Techniques: Reinforcement Learning
+
Abstract: We study the geometry of Receiver Operating Characteristic (ROC) and Precision-Recall (PR) curves in binary classification problems. The key finding is that many of the most commonly used binary classification metrics are merely functions of the composition function $G := F_p \circ F_n^{-1}$, where $F_p(\cdot)$ and $F_n(\cdot)$ are the class-conditional cumulative distribution functions of the classifier scores in the positive and negative classes, respectively. This geometric perspective facilitates the selection of operating points, understanding the effect of decision thresholds, and comparison between classifiers. It also helps explain how the shapes and geometry of ROC/PR curves reflect classifier behavior, providing objective tools for building classifiers optimized for specific applications with context-specific constraints. We further explore the conditions for classifier dominance, present analytical and numerical examples demonstrating the effects of class separability and variance on ROC and PR geometries, and derive a link between the positive-to-negative class leakage function $G(\cdot)$ and the Kullback--Leibler divergence. The framework highlights practical considerations, such as model calibration, cost-sensitive optimization, and operating point selection under real-world capacity constraints, enabling more informed approaches to classifier deployment and decision-making.
+
+ +
+ +
Zechen Liu, Feiyang Zhang, Wei Song, Xiang Li, Wei Wei
+
Category: Layout Generation, UI/UX Design | Subject: Machine Learning (cs.LG)
+
Techniques: Transformers, Computer Vision
+
Abstract: The study of neural networks from the perspective of Fourier features has garnered significant attention. While existing analytical research suggests that neural networks tend to learn low-frequency features, a clear attribution method for identifying the specific learned Fourier features has remained elusive. To bridge this gap, we propose a novel Fourier feature attribution method grounded in signal decomposition theory. Additionally, we analyze the differences between game-theoretic attribution metrics for Fourier and spatial domain features, demonstrating that game-theoretic evaluation metrics are better suited for Fourier-based feature attribution. Our experiments show that Fourier feature attribution exhibits superior feature selection capabilities compared to spatial domain attribution methods. For instance, in the case of Vision Transformers (ViTs) on the ImageNet dataset, only $8\%$ of the Fourier features are required to maintain the original predictions for $80\%$ of the samples. Furthermore, we compare the specificity of features identified by our method against traditional spatial domain attribution methods. Results reveal that Fourier features exhibit greater intra-class concentration and inter-class distinctiveness, indicating their potential for more efficient classification and explainable AI algorithms.
+
+ + + + + \ No newline at end of file diff --git a/find_design_papers.sh b/find_design_papers.sh new file mode 100755 index 0000000..43ec083 --- /dev/null +++ b/find_design_papers.sh @@ -0,0 +1,95 @@ +#!/bin/bash +# Wrapper script to run the enhanced design papers finder + +# Default values +DAYS=7 +OUTPUT="" # Let the Python script add date to the filename +HTML="" # Let the Python script add date to the filename +KEYWORD="" +ANALYZE=false +INTEREST="" +MODEL="gpt-3.5-turbo-16k" +NO_DATE=false + +# Parse command-line arguments +while [[ $# -gt 0 ]]; do + case $1 in + --days) + DAYS="$2" + shift 2 + ;; + --output) + OUTPUT="$2" + shift 2 + ;; + --html) + HTML="$2" + shift 2 + ;; + --keyword) + KEYWORD="$2" + shift 2 + ;; + --analyze) + ANALYZE=true + shift + ;; + --interest) + INTEREST="$2" + shift 2 + ;; + --model) + MODEL="$2" + shift 2 + ;; + --no-date) + NO_DATE=true + shift + ;; + *) + echo "Unknown option: $1" + exit 1 + ;; + esac +done + +# Build the command +CMD="python -m src.design.find_design_papers --days $DAYS" + +# Add output and HTML paths if specified +if [ -n "$OUTPUT" ]; then + CMD="$CMD --output \"$OUTPUT\"" +fi + +if [ -n "$HTML" ]; then + CMD="$CMD --html \"$HTML\"" +fi + +# Add optional arguments if provided +if [ -n "$KEYWORD" ]; then + CMD="$CMD --keyword \"$KEYWORD\"" +fi + +if [ "$ANALYZE" = true ]; then + CMD="$CMD --analyze" + + if [ -n "$INTEREST" ]; then + CMD="$CMD --interest \"$INTEREST\"" + fi + + if [ -n "$MODEL" ]; then + CMD="$CMD --model \"$MODEL\"" + fi +fi + +if [ "$NO_DATE" = true ]; then + CMD="$CMD --no-date" +fi + +# Print the command +echo "Running: $CMD" + +# Execute the command +eval $CMD + +echo "Done!" \ No newline at end of file diff --git a/requirements.txt b/requirements.txt index c7c0b55..c2b503b 100644 --- a/requirements.txt +++ b/requirements.txt @@ -6,3 +6,7 @@ python-dotenv==1.0.0 pytz==2023.3 sendgrid==6.10.0 tqdm==4.65.0 +google-generativeai>=0.3.0 +anthropic>=0.5.0 +google-genai +gradio \ No newline at end of file diff --git a/src/app.py b/src/app.py index ea06acb..c823f42 100644 --- a/src/app.py +++ b/src/app.py @@ -2,10 +2,23 @@ from download_new_papers import get_papers import utils from relevancy import generate_relevance_score, process_subject_fields -from sendgrid.helpers.mail import Mail, Email, To, Content import sendgrid +from sendgrid.helpers.mail import Mail, Email, To, Content + import os import openai +import datetime +from paths import DATA_DIR, DIGEST_DIR +from model_manager import model_manager, ModelProvider +from gemini_utils import setup_gemini_api, get_topic_clustering +from design_automation import ( + is_design_automation_paper, + categorize_design_paper, + analyze_design_techniques, + extract_design_metrics, + get_related_design_papers, + create_design_analysis_prompt +) topics = { "Physics": "", @@ -58,7 +71,182 @@ } -def sample(email, topic, physics_topic, categories, interest): +def generate_html_report(papers, title="ArXiv Digest Results", topic=None, category=None): + """Generate an HTML report for the papers and save to file. + + Args: + papers: List of paper dictionaries + title: Title for the HTML report + topic: Optional topic name for filename + category: Optional category name for filename + + Returns: + Path to the HTML file + """ + # Create a date for the filename (without time) + date = datetime.datetime.now().strftime("%Y%m%d") + + # Create filename with topic if provided + if topic: + # Clean up topic name for filename (remove spaces, etc.) + topic_clean = topic.lower().replace(" ", "_").replace("/", "_") + html_file = os.path.join(DIGEST_DIR, f"arxiv_digest_{topic_clean}_{date}.html") + else: + html_file = os.path.join(DIGEST_DIR, f"arxiv_digest_{date}.html") + + html = f""" + + + + + {title} + + + +

{title}

+
+

Generated on {datetime.datetime.now().strftime("%Y-%m-%d %H:%M:%S")}

+

Found {len(papers)} papers

+

Topics: {topic or "All"}

+
+ + +
+

Papers

+ +
+ """ + + # Add papers + for i, paper in enumerate(papers): + paper_id = f"paper-{i}" + html += f""" +
+ +
{paper.get("authors", "Unknown authors")}
+
Subject: {paper.get("subjects", "N/A")}
+ """ + + # Add relevancy score and reasons if available + if "Relevancy score" in paper: + html += f'
Relevancy Score: {paper.get("Relevancy score", "N/A")}
' + + if "Reasons for match" in paper: + html += f'
Reason for Relevance: {paper.get("Reasons for match", "")}
' + + # Add design information if available + if "design_category" in paper or "design_techniques" in paper: + html += '
' + if "design_category" in paper: + html += f'
Design Category: {paper.get("design_category", "")}
' + if "design_techniques" in paper: + html += f'
Design Techniques: {", ".join(paper.get("design_techniques", []))}
' + html += '
' + + # Add abstract + if "abstract" in paper: + html += f'
Abstract: {paper.get("abstract", "")}
' + + # Add key innovations and critical analysis with special styling + if "Key innovations" in paper: + html += f'
Key Innovations:
{paper.get("Key innovations", "")}
' + + if "Critical analysis" in paper: + html += f'
Critical Analysis:
{paper.get("Critical analysis", "")}
' + + # Add implementation details + if "Implementation details" in paper: + html += f'
Implementation Details:
{paper.get("Implementation details", "")}
' + + # Add experiments and results + if "Experiments & Results" in paper: + html += f'
Experiments & Results:
{paper.get("Experiments & Results", "")}
' + + # Add discussion and next steps + if "Discussion & Next steps" in paper: + html += f'
Discussion & Next Steps:
{paper.get("Discussion & Next steps", "")}
' + + # Add remaining sections + for key, value in paper.items(): + if key in ["title", "authors", "subjects", "main_page", "Relevancy score", "Reasons for match", + "design_category", "design_techniques", "summarized_text", "abstract", + "Key innovations", "Critical analysis", "Implementation details", + "Experiments & Results", "Discussion & Next steps"]: + continue + + if isinstance(value, str) and value.strip(): + # Choose appropriate styling based on the section + section_class = "section" + + if "goal" in key.lower() or "aim" in key.lower(): + section_class = "key-section" + elif "data" in key.lower() or "methodology" in key.lower(): + section_class = "implementation" + elif "related" in key.lower() or "practical" in key.lower() or "takeaway" in key.lower(): + section_class = "discussion" + + html += f'
{key}:
{value}
' + + # Add links + html += f""" + +
+ """ + + html += """ + + + + """ + + with open(html_file, "w") as f: + f.write(html) + + return html_file + +def sample(email, topic, physics_topic, categories, interest, use_openai, use_gemini, use_anthropic, + openai_model, gemini_model, anthropic_model, special_analysis, mechanistic_interpretability, technical_ai_safety, + design_automation, design_reference_paper, design_techniques, design_categories): if not topic: raise gr.Error("You must choose a topic.") if topic == "Physics": @@ -68,6 +256,12 @@ def sample(email, topic, physics_topic, categories, interest): abbr = physics_topics[topic] else: abbr = topics[topic] + + # Check if at least one model is selected + if not (use_openai or use_gemini or use_anthropic): + raise gr.Error("You must select at least one model provider (OpenAI, Gemini, or Claude)") + + # Get papers based on categories if categories: papers = get_papers(abbr) papers = [ @@ -75,16 +269,207 @@ def sample(email, topic, physics_topic, categories, interest): if bool(set(process_subject_fields(t['subjects'])) & set(categories))][:4] else: papers = get_papers(abbr, limit=4) + if interest: - if not openai.api_key: raise gr.Error("Set your OpenAI api key on the left first") - relevancy, _ = generate_relevance_score( + # Build list of providers to use + providers = [] + model_names = {} + + if use_openai: + if not model_manager.is_provider_available(ModelProvider.OPENAI): + if not openai.api_key: + raise gr.Error("Set your OpenAI API key in the OpenAI tab first") + else: + model_manager.register_openai(openai.api_key) + providers.append(ModelProvider.OPENAI) + model_names[ModelProvider.OPENAI] = openai_model + + if use_gemini: + if not model_manager.is_provider_available(ModelProvider.GEMINI): + raise gr.Error("Set your Gemini API key in the Gemini tab first") + providers.append(ModelProvider.GEMINI) + model_names[ModelProvider.GEMINI] = gemini_model + + if use_anthropic: + if not model_manager.is_provider_available(ModelProvider.ANTHROPIC): + raise gr.Error("Set your Anthropic API key in the Anthropic tab first") + providers.append(ModelProvider.ANTHROPIC) + model_names[ModelProvider.ANTHROPIC] = anthropic_model + + # Check if we need to find design automation papers + if design_automation: + # Filter for design automation papers + design_papers = [p for p in papers if is_design_automation_paper(p)] + + # Filter by techniques if specified + if design_techniques: + filtered_papers = [] + for paper in design_papers: + paper_techniques = analyze_design_techniques(paper) + if any(technique in design_techniques for technique in paper_techniques): + filtered_papers.append(paper) + design_papers = filtered_papers if filtered_papers else design_papers + + # Filter by categories if specified + if design_categories: + filtered_papers = [] + for paper in design_papers: + paper_category = categorize_design_paper(paper) + if any(category in paper_category for category in design_categories): + filtered_papers.append(paper) + design_papers = filtered_papers if filtered_papers else design_papers + + # Find related papers if reference paper is specified + if design_reference_paper: + related_papers = get_related_design_papers(design_reference_paper, papers) + if related_papers: + design_papers = related_papers + + # Use these papers if we found any, otherwise fallback to regular papers + if design_papers: + papers = design_papers + + # Analyze papers using selected models + relevancy, hallucination = model_manager.analyze_papers( papers, query={"interest": interest}, - threshold_score=0, - num_paper_in_prompt=2) - return "\n\n".join([paper["summarized_text"] for paper in relevancy]) + providers=providers, + model_names=model_names, + threshold_score=0 + ) + + # Add design automation information if requested + if design_automation and relevancy: + for paper in relevancy: + paper["design_category"] = categorize_design_paper(paper) + paper["design_techniques"] = analyze_design_techniques(paper) + paper["design_metrics"] = extract_design_metrics(paper) + + # Perform detailed design automation analysis on highest scored papers + if paper.get("Relevancy score", 0) >= 7 and (use_openai or use_gemini or use_anthropic): + # Select provider for design analysis + provider = None + model = None + + if use_openai and model_manager.is_provider_available(ModelProvider.OPENAI): + provider = ModelProvider.OPENAI + model = openai_model + elif use_gemini and model_manager.is_provider_available(ModelProvider.GEMINI): + provider = ModelProvider.GEMINI + model = gemini_model + elif use_anthropic and model_manager.is_provider_available(ModelProvider.ANTHROPIC): + provider = ModelProvider.ANTHROPIC + model = anthropic_model + + if provider: + design_analysis = model_manager.analyze_design_automation( + paper, + provider=provider, + model_name=model + ) + if design_analysis and "error" not in design_analysis: + paper["design_analysis"] = design_analysis + + # Add specialized analysis if requested + if special_analysis and len(relevancy) > 0: + # Get topic clustering from Gemini if available + if use_gemini and model_manager.is_provider_available(ModelProvider.GEMINI): + try: + clusters = get_topic_clustering(relevancy, model_name=gemini_model) + cluster_info = "\n\n=== TOPIC CLUSTERS ===\n" + for i, cluster in enumerate(clusters.get("clusters", [])): + cluster_info += f"\nCluster {i+1}: {cluster.get('name')}\n" + cluster_info += f"Papers: {', '.join([str(p) for p in cluster.get('papers', [])])}\n" + cluster_info += f"Description: {cluster.get('description')}\n" + + # Add cluster info to the output + cluster_summary = "\n\n" + cluster_info + "\n\n" + except Exception as e: + cluster_summary = f"\n\nError generating clusters: {str(e)}\n\n" + else: + cluster_summary = "" + + # Add specialized mechanistic interpretability analysis if requested + if mechanistic_interpretability and len(relevancy) > 0: + # Use the first available provider in order of preference + preferred_providers = [ + (ModelProvider.ANTHROPIC, anthropic_model if use_anthropic else None), + (ModelProvider.OPENAI, openai_model if use_openai else None), + (ModelProvider.GEMINI, gemini_model if use_gemini else None) + ] + + provider = None + model = None + for p, m in preferred_providers: + if model_manager.is_provider_available(p) and m: + provider = p + model = m + break + + if provider: + try: + interp_analysis = model_manager.get_mechanistic_interpretability_analysis( + relevancy[0], # Analyze the most relevant paper + provider=provider, + model_name=model + ) + + interp_summary = "\n\n=== MECHANISTIC INTERPRETABILITY ANALYSIS ===\n" + for key, value in interp_analysis.items(): + if key != "error" and key != "raw_content": + interp_summary += f"\n{key}: {value}\n" + + # Add interpretability analysis to the output + interpretability_info = "\n\n" + interp_summary + "\n\n" + except Exception as e: + interpretability_info = f"\n\nError generating interpretability analysis: {str(e)}\n\n" + else: + interpretability_info = "\n\nNo available provider for interpretability analysis.\n\n" + else: + interpretability_info = "" + + # Generate HTML report + html_file = generate_html_report(relevancy, title=f"ArXiv Digest: {topic} papers") + + # Create summary texts for display + summary_texts = [] + for paper in relevancy: + if "summarized_text" in paper: + summary_texts.append(paper["summarized_text"]) + else: + # Create a summary if summarized_text doesn't exist + summary = f"Title: {paper.get('title', 'No title')}\n" + summary += f"Authors: {paper.get('authors', 'Unknown')}\n" + summary += f"Score: {paper.get('Relevancy score', 'N/A')}\n" + summary += f"Abstract: {paper.get('abstract', 'No abstract')[:200]}...\n" + summary_texts.append(summary) + + result_text = cluster_summary + "\n\n".join(summary_texts) + interpretability_info + return result_text + f"\n\nHTML report saved to: {html_file}" + else: + # Generate HTML report + html_file = generate_html_report(relevancy, title=f"ArXiv Digest: {topic} papers") + + # Create summary texts for display + summary_texts = [] + for paper in relevancy: + if "summarized_text" in paper: + summary_texts.append(paper["summarized_text"]) + else: + # Create a summary if summarized_text doesn't exist + summary = f"Title: {paper.get('title', 'No title')}\n" + summary += f"Authors: {paper.get('authors', 'Unknown')}\n" + summary += f"Score: {paper.get('Relevancy score', 'N/A')}\n" + summary += f"Abstract: {paper.get('abstract', 'No abstract')[:200]}...\n" + summary_texts.append(summary) + + result_text = "\n\n".join(summary_texts) + return result_text + f"\n\nHTML report saved to: {html_file}" else: - return "\n\n".join(f"Title: {paper['title']}\nAuthors: {paper['authors']}" for paper in papers) + # Generate HTML report for basic results + html_file = generate_html_report(papers, title=f"ArXiv Digest: {topic} papers") + result_text = "\n\n".join(f"Title: {paper['title']}\nAuthors: {paper['authors']}" for paper in papers) + return result_text + f"\n\nHTML report saved to: {html_file}" def change_subsubject(subject, physics_subject): @@ -99,12 +484,15 @@ def change_subsubject(subject, physics_subject): def change_physics(subject): if subject != "Physics": - return gr.Dropdown.update(visible=False, value=[]) + return gr.Dropdown.update(visible=False, value=None) else: - return gr.Dropdown.update(physics_topics, visible=True) + return gr.Dropdown.update(choices=list(physics_topics.keys()), visible=True) -def test(email, topic, physics_topic, categories, interest, key): +def test(email, topic, physics_topic, categories, interest, key, + use_openai, use_gemini, use_anthropic, openai_model, gemini_model, anthropic_model, + special_analysis, mechanistic_interpretability, technical_ai_safety, + design_automation, design_reference_paper, design_techniques, design_categories): if not email: raise gr.Error("Set your email") if not key: raise gr.Error("Set your SendGrid key") if topic == "Physics": @@ -114,6 +502,11 @@ def test(email, topic, physics_topic, categories, interest, key): abbr = physics_topics[topic] else: abbr = topics[topic] + + # Check if at least one model is selected + if not (use_openai or use_gemini or use_anthropic): + raise gr.Error("You must select at least one model provider (OpenAI, Gemini, or Claude)") + if categories: papers = get_papers(abbr) papers = [ @@ -121,27 +514,198 @@ def test(email, topic, physics_topic, categories, interest, key): if bool(set(process_subject_fields(t['subjects'])) & set(categories))][:4] else: papers = get_papers(abbr, limit=4) + if interest: - if not openai.api_key: raise gr.Error("Set your OpenAI api key on the left first") - relevancy, hallucination = generate_relevance_score( + # Build list of providers to use + providers = [] + model_names = {} + + if use_openai: + if not model_manager.is_provider_available(ModelProvider.OPENAI): + if not openai.api_key: + raise gr.Error("Set your OpenAI API key in the OpenAI tab first") + else: + model_manager.register_openai(openai.api_key) + providers.append(ModelProvider.OPENAI) + model_names[ModelProvider.OPENAI] = openai_model + + if use_gemini: + if not model_manager.is_provider_available(ModelProvider.GEMINI): + raise gr.Error("Set your Gemini API key in the Gemini tab first") + providers.append(ModelProvider.GEMINI) + model_names[ModelProvider.GEMINI] = gemini_model + + if use_anthropic: + if not model_manager.is_provider_available(ModelProvider.ANTHROPIC): + raise gr.Error("Set your Anthropic API key in the Anthropic tab first") + providers.append(ModelProvider.ANTHROPIC) + model_names[ModelProvider.ANTHROPIC] = anthropic_model + + # Check if we need to find design automation papers + if design_automation: + # Filter for design automation papers + design_papers = [p for p in papers if is_design_automation_paper(p)] + + # Filter by techniques if specified + if design_techniques: + filtered_papers = [] + for paper in design_papers: + paper_techniques = analyze_design_techniques(paper) + if any(technique in design_techniques for technique in paper_techniques): + filtered_papers.append(paper) + design_papers = filtered_papers if filtered_papers else design_papers + + # Filter by categories if specified + if design_categories: + filtered_papers = [] + for paper in design_papers: + paper_category = categorize_design_paper(paper) + if any(category in paper_category for category in design_categories): + filtered_papers.append(paper) + design_papers = filtered_papers if filtered_papers else design_papers + + # Find related papers if reference paper is specified + if design_reference_paper: + related_papers = get_related_design_papers(design_reference_paper, papers) + if related_papers: + design_papers = related_papers + + # Use these papers if we found any, otherwise fallback to regular papers + if design_papers: + papers = design_papers + + # Analyze papers using selected models + relevancy, hallucination = model_manager.analyze_papers( papers, query={"interest": interest}, - threshold_score=7, - num_paper_in_prompt=2) - # body = "

".join([f'Title: {paper["title"]}
Authors: {paper["authors"]}
Score: {paper["Relevancy score"]}
Reason: {paper["Reasons for match"]}' for paper in relevancy]) + providers=providers, + model_names=model_names, + threshold_score=7 + ) + + # Add design automation information if requested + if design_automation and relevancy: + for paper in relevancy: + paper["design_category"] = categorize_design_paper(paper) + paper["design_techniques"] = analyze_design_techniques(paper) + paper["design_metrics"] = extract_design_metrics(paper) + + # Perform detailed design automation analysis on highest scored papers + if paper.get("Relevancy score", 0) >= 7 and (use_openai or use_gemini or use_anthropic): + # Select provider for design analysis + provider = None + model = None + + if use_openai and model_manager.is_provider_available(ModelProvider.OPENAI): + provider = ModelProvider.OPENAI + model = openai_model + elif use_gemini and model_manager.is_provider_available(ModelProvider.GEMINI): + provider = ModelProvider.GEMINI + model = gemini_model + elif use_anthropic and model_manager.is_provider_available(ModelProvider.ANTHROPIC): + provider = ModelProvider.ANTHROPIC + model = anthropic_model + + if provider: + design_analysis = model_manager.analyze_design_automation( + paper, + provider=provider, + model_name=model + ) + if design_analysis and "error" not in design_analysis: + paper["design_analysis"] = design_analysis + + # Create the email body body = "

".join( [ f'Subject: {paper["subjects"]}
Title: {paper["title"]}
Authors: {paper["authors"]}
' f'Score: {paper["Relevancy score"]}
Reason: {paper["Reasons for match"]}
' - f'Goal: {paper["Goal"]}
Data: {paper["Data"]}
Methodology: {paper["Methodology"]}
' - f'Experiments & Results: {paper["Experiments & Results"]}
Git: {paper["Git"]}
' - f'Discussion & Next steps: {paper["Discussion & Next steps"]}' + f'Key innovations: {paper.get("Key innovations", "Not provided")}
' + f'Critical analysis: {paper.get("Critical analysis", "Not provided")}
' + f'Goal: {paper["Goal"]}
Data: {paper["Data"]}
Methodology: {paper["Methodology"]}
' + f'Implementation details: {paper.get("Implementation details", "Not provided")}
' + f'Experiments & Results: {paper["Experiments & Results"]}
Git: {paper["Git"]}
' + f'Discussion & Next steps: {paper["Discussion & Next steps"]}
' + f'Related work: {paper.get("Related work", "Not provided")}
' + f'Practical applications: {paper.get("Practical applications", "Not provided")}
' + f'Key takeaways: {paper.get("Key takeaways", "Not provided")}' + + (f'

Design Automation Analysis

' + f'Design Category: {paper.get("design_category", "")}
' + f'Design Techniques: {", ".join(paper.get("design_techniques", []))}
' + f'Design Metrics: {", ".join(paper.get("design_metrics", []))}
' + + (f'

Detailed Design Analysis

' + f'Design automation focus: {paper.get("design_analysis", {}).get("Design automation focus", "Not provided")}
' + f'Technical approach: {paper.get("design_analysis", {}).get("Technical approach", "Not provided")}
' + f'Visual outputs: {paper.get("design_analysis", {}).get("Visual outputs", "Not provided")}
' + f'Designer interaction: {paper.get("design_analysis", {}).get("Designer interaction", "Not provided")}
' + f'Real-world applicability: {paper.get("design_analysis", {}).get("Real-world applicability", "Not provided")}
' + f'Capabilities: Replaceable tools: {", ".join(paper.get("design_analysis", {}).get("capabilities", {}).get("replaceable_tools", []))}, ' + f'Automation level: {paper.get("design_analysis", {}).get("capabilities", {}).get("automation_level", "Unknown")}' + if "design_analysis" in paper else "") + if design_automation and (paper.get("design_category") or paper.get("design_techniques")) else "") for paper in relevancy ]) + + # Add specialized analysis if requested + if special_analysis and len(relevancy) > 0: + # Get topic clustering from Gemini if available + if use_gemini and model_manager.is_provider_available(ModelProvider.GEMINI): + try: + clusters = get_topic_clustering(relevancy, model_name=gemini_model) + cluster_info = "

Topic Clusters

" + for i, cluster in enumerate(clusters.get("clusters", [])): + cluster_info += f"

Cluster {i+1}: {cluster.get('name')}

" + cluster_info += f"

Papers: {', '.join([str(p) for p in cluster.get('papers', [])])}

" + cluster_info += f"

Description: {cluster.get('description')}

" + + # Add cluster info to the body + body = cluster_info + "
" + body + except Exception as e: + body = f"

Error generating clusters: {str(e)}

" + body + + # Add specialized mechanistic interpretability analysis if requested + if mechanistic_interpretability and len(relevancy) > 0: + # Use the first available provider in order of preference + preferred_providers = [ + (ModelProvider.ANTHROPIC, anthropic_model if use_anthropic else None), + (ModelProvider.OPENAI, openai_model if use_openai else None), + (ModelProvider.GEMINI, gemini_model if use_gemini else None) + ] + + provider = None + model = None + for p, m in preferred_providers: + if model_manager.is_provider_available(p) and m: + provider = p + model = m + break + + if provider: + try: + interp_analysis = model_manager.get_mechanistic_interpretability_analysis( + relevancy[0], # Analyze the most relevant paper + provider=provider, + model_name=model + ) + + interp_summary = "

Mechanistic Interpretability Analysis

" + interp_summary += f"

Analysis for paper: {relevancy[0]['title']}

" + + for key, value in interp_analysis.items(): + if key != "error" and key != "raw_content": + interp_summary += f"

{key}: {value}

" + + # Add interpretability analysis to the body + body = interp_summary + "
" + body + except Exception as e: + body = f"

Error generating interpretability analysis: {str(e)}

" + body + if hallucination: - body = "Warning: the model hallucinated some papers. We have tried to remove them, but the scores may not be accurate.

" + body + body = "

Warning: The model hallucinated some papers. We have tried to remove them, but the scores may not be accurate.


" + body else: body = "

".join([f'Title: {paper["title"]}
Authors: {paper["authors"]}' for paper in papers]) + + # Send email sg = sendgrid.SendGridAPIClient(api_key=key) from_email = Email(email) to_email = To(email) @@ -150,25 +714,49 @@ def test(email, topic, physics_topic, categories, interest, key): mail = Mail(from_email, to_email, subject, content) mail_json = mail.get() + # Generate HTML report file + html_file = generate_html_report(relevancy if interest else papers, + title=f"ArXiv Digest: {topic} papers") + # Send an HTTP POST request to /mail/send response = sg.client.mail.send.post(request_body=mail_json) if response.status_code >= 200 and response.status_code <= 300: - return "Success!" + return f"Success! Email sent and HTML report saved to: {html_file}" else: - return "Failure: ({response.status_code})" + return f"Email sending failed ({response.status_code}), but HTML report saved to: {html_file}" def register_openai_token(token): openai.api_key = token + model_manager.register_openai(token) + +def register_gemini_token(token): + setup_gemini_api(token) + model_manager.register_gemini(token) + +def register_anthropic_token(token): + model_manager.register_anthropic(token) with gr.Blocks() as demo: with gr.Row(): - with gr.Column(scale=1): - token = gr.Textbox(label="OpenAI API Key", type="password") + with gr.Column(scale=10): + with gr.Tabs(): + with gr.TabItem("OpenAI"): + openai_token = gr.Textbox(label="OpenAI API Key", type="password") + openai_token.change(fn=register_openai_token, inputs=[openai_token]) + + with gr.TabItem("Gemini"): + gemini_token = gr.Textbox(label="Gemini API Key", type="password") + gemini_token.change(fn=register_gemini_token, inputs=[gemini_token]) + + with gr.TabItem("Anthropic"): + anthropic_token = gr.Textbox(label="Anthropic API Key", type="password") + anthropic_token.change(fn=register_anthropic_token, inputs=[anthropic_token]) + subject = gr.Radio( list(topics.keys()), label="Topic" ) - physics_subject = gr.Dropdown(physics_topics, value=[], multiselect=False, label="Physics category", visible=False, info="") + physics_subject = gr.Dropdown(list(physics_topics.keys()), value=None, multiselect=False, label="Physics category", visible=False, info="") subsubject = gr.Dropdown( [], value=[], multiselect=True, label="Subtopic", info="Optional. Leaving it empty will use all subtopics.", visible=False) subject.change(fn=change_physics, inputs=[subject], outputs=physics_subject) @@ -176,29 +764,92 @@ def register_openai_token(token): physics_subject.change(fn=change_subsubject, inputs=[subject, physics_subject], outputs=subsubject) interest = gr.Textbox(label="A natural language description of what you are interested in. We will generate relevancy scores (1-10) and explanations for the papers in the selected topics according to this statement.", info="Press shift-enter or click the button below to update.", lines=7) + + with gr.Row(): + use_openai = gr.Checkbox(label="Use OpenAI", value=True) + use_gemini = gr.Checkbox(label="Use Gemini", value=False) + use_anthropic = gr.Checkbox(label="Use Claude", value=False) + + with gr.Accordion("Advanced Settings", open=False): + openai_model = gr.Dropdown(["gpt-3.5-turbo-16k", "gpt-4", "gpt-4-turbo"], value="gpt-4", label="OpenAI Model") + gemini_model = gr.Dropdown(["gemini-1.5-flash", "gemini-1.5-pro", "gemini-2.0-flash"], value="gemini-2.0-flash", label="Gemini Model") + anthropic_model = gr.Dropdown(["claude-3-haiku-20240307", "claude-3-sonnet-20240229", "claude-3-opus-20240229"], value="claude-3-sonnet-20240229", label="Claude Model") + + special_analysis = gr.Checkbox(label="Include specialized analysis for research topics", value=False) + mechanistic_interpretability = gr.Checkbox(label="Include mechanistic interpretability analysis", value=False) + technical_ai_safety = gr.Checkbox(label="Include technical AI safety analysis", value=False) + + with gr.Accordion("Graphic Design Automation Papers", open=False): + design_automation = gr.Checkbox(label="Find graphic design automation papers", value=False) + design_reference_paper = gr.Textbox( + label="Reference paper ID (optional, e.g., '2412.04237' from VASCAR paper)", + placeholder="Enter arXiv paper ID to find similar papers" + ) + design_techniques = gr.CheckboxGroup( + choices=[ + "Generative Adversarial Networks", "Diffusion Models", + "Transformers", "Large Language Models", "Computer Vision", + "Neural Style Transfer", "Reinforcement Learning" + ], + label="Design automation techniques to focus on (optional)" + ) + design_categories = gr.CheckboxGroup( + choices=[ + "Layout Generation", "UI/UX Design", "Graphic Design", + "Image Manipulation", "Design Tools", "3D Design", + "Multimodal Design" + ], + label="Design categories to focus on (optional)" + ) + sample_btn = gr.Button("Generate Digest") sample_output = gr.Textbox(label="Results for your configuration.", info="For runtime purposes, this is only done on a small subset of recent papers in the topic you have selected. Papers will not be filtered by relevancy, only sorted on a scale of 1-10.") - with gr.Column(scale=0.40): - with gr.Box(): + with gr.Column(scale=4): # Changed from 0.40 to 4 + with gr.Group(): # Changed from gr.Box to gr.Group title = gr.Markdown( """ # Email Setup, Optional Send an email to the below address using the configuration on the right. Requires a sendgrid token. These values are not needed to use the right side of this page. To create a scheduled job for this, see our [Github Repository](https://github.com/AutoLLM/ArxivDigest) - """, - interactive=False, show_label=False) + """) email = gr.Textbox(label="Email address", type="email", placeholder="") sendgrid_token = gr.Textbox(label="SendGrid API Key", type="password") with gr.Row(): test_btn = gr.Button("Send email") output = gr.Textbox(show_label=False, placeholder="email status") - test_btn.click(fn=test, inputs=[email, subject, physics_subject, subsubject, interest, sendgrid_token], outputs=output) - token.change(fn=register_openai_token, inputs=[token]) - sample_btn.click(fn=sample, inputs=[email, subject, physics_subject, subsubject, interest], outputs=sample_output) - subject.change(fn=sample, inputs=[email, subject, physics_subject, subsubject, interest], outputs=sample_output) - physics_subject.change(fn=sample, inputs=[email, subject, physics_subject, subsubject, interest], outputs=sample_output) - subsubject.change(fn=sample, inputs=[email, subject, physics_subject, subsubject, interest], outputs=sample_output) - interest.submit(fn=sample, inputs=[email, subject, physics_subject, subsubject, interest], outputs=sample_output) + # Define all input fields + all_inputs = [ + email, subject, physics_subject, subsubject, interest, + use_openai, use_gemini, use_anthropic, + openai_model, gemini_model, anthropic_model, + special_analysis, mechanistic_interpretability, technical_ai_safety, + design_automation, design_reference_paper, design_techniques, design_categories + ] + + # Email button + test_btn.click( + fn=test, + inputs=[email, subject, physics_subject, subsubject, interest, sendgrid_token] + all_inputs[5:], + outputs=output + ) + + # Sample button + sample_btn.click( + fn=sample, + inputs=all_inputs, + outputs=sample_output + ) + + # Register API keys + openai_token.change(fn=register_openai_token, inputs=[openai_token]) + gemini_token.change(fn=register_gemini_token, inputs=[gemini_token]) + anthropic_token.change(fn=register_anthropic_token, inputs=[anthropic_token]) + + # Dynamic updates based on selection changes + subject.change(fn=sample, inputs=all_inputs, outputs=sample_output) + physics_subject.change(fn=sample, inputs=all_inputs, outputs=sample_output) + subsubject.change(fn=sample, inputs=all_inputs, outputs=sample_output) + interest.submit(fn=sample, inputs=all_inputs, outputs=sample_output) demo.launch(show_api=False) diff --git a/src/app_new.py b/src/app_new.py new file mode 100755 index 0000000..8406bc1 --- /dev/null +++ b/src/app_new.py @@ -0,0 +1,860 @@ +import gradio as gr +from download_new_papers import get_papers +import utils +from relevancy import generate_relevance_score, process_subject_fields +import sendgrid +from sendgrid.helpers.mail import Mail, Email, To, Content + +import os +import openai +import datetime +from paths import DATA_DIR, DIGEST_DIR +from model_manager import model_manager, ModelProvider +from gemini_utils import setup_gemini_api, get_topic_clustering +from design_automation import ( + is_design_automation_paper, + categorize_design_paper, + analyze_design_techniques, + extract_design_metrics, + get_related_design_papers, + create_design_analysis_prompt +) + +topics = { + "Physics": "", + "Mathematics": "math", + "Computer Science": "cs", + "Quantitative Biology": "q-bio", + "Quantitative Finance": "q-fin", + "Statistics": "stat", + "Electrical Engineering and Systems Science": "eess", + "Economics": "econ" +} + +physics_topics = { + "Astrophysics": "astro-ph", + "Condensed Matter": "cond-mat", + "General Relativity and Quantum Cosmology": "gr-qc", + "High Energy Physics - Experiment": "hep-ex", + "High Energy Physics - Lattice": "hep-lat", + "High Energy Physics - Phenomenology": "hep-ph", + "High Energy Physics - Theory": "hep-th", + "Mathematical Physics": "math-ph", + "Nonlinear Sciences": "nlin", + "Nuclear Experiment": "nucl-ex", + "Nuclear Theory": "nucl-th", + "Physics": "physics", + "Quantum Physics": "quant-ph" +} + +categories_map = { + "Astrophysics": ["Astrophysics of Galaxies", "Cosmology and Nongalactic Astrophysics", "Earth and Planetary Astrophysics", "High Energy Astrophysical Phenomena", "Instrumentation and Methods for Astrophysics", "Solar and Stellar Astrophysics"], + "Condensed Matter": ["Disordered Systems and Neural Networks", "Materials Science", "Mesoscale and Nanoscale Physics", "Other Condensed Matter", "Quantum Gases", "Soft Condensed Matter", "Statistical Mechanics", "Strongly Correlated Electrons", "Superconductivity"], + "General Relativity and Quantum Cosmology": ["None"], + "High Energy Physics - Experiment": ["None"], + "High Energy Physics - Lattice": ["None"], + "High Energy Physics - Phenomenology": ["None"], + "High Energy Physics - Theory": ["None"], + "Mathematical Physics": ["None"], + "Nonlinear Sciences": ["Adaptation and Self-Organizing Systems", "Cellular Automata and Lattice Gases", "Chaotic Dynamics", "Exactly Solvable and Integrable Systems", "Pattern Formation and Solitons"], + "Nuclear Experiment": ["None"], + "Nuclear Theory": ["None"], + "Physics": ["Accelerator Physics", "Applied Physics", "Atmospheric and Oceanic Physics", "Atomic and Molecular Clusters", "Atomic Physics", "Biological Physics", "Chemical Physics", "Classical Physics", "Computational Physics", "Data Analysis, Statistics and Probability", "Fluid Dynamics", "General Physics", "Geophysics", "History and Philosophy of Physics", "Instrumentation and Detectors", "Medical Physics", "Optics", "Physics and Society", "Physics Education", "Plasma Physics", "Popular Physics", "Space Physics"], + "Quantum Physics": ["None"], + "Mathematics": ["Algebraic Geometry", "Algebraic Topology", "Analysis of PDEs", "Category Theory", "Classical Analysis and ODEs", "Combinatorics", "Commutative Algebra", "Complex Variables", "Differential Geometry", "Dynamical Systems", "Functional Analysis", "General Mathematics", "General Topology", "Geometric Topology", "Group Theory", "History and Overview", "Information Theory", "K-Theory and Homology", "Logic", "Mathematical Physics", "Metric Geometry", "Number Theory", "Numerical Analysis", "Operator Algebras", "Optimization and Control", "Probability", "Quantum Algebra", "Representation Theory", "Rings and Algebras", "Spectral Theory", "Statistics Theory", "Symplectic Geometry"], + "Computer Science": ["Artificial Intelligence", "Computation and Language", "Computational Complexity", "Computational Engineering, Finance, and Science", "Computational Geometry", "Computer Science and Game Theory", "Computer Vision and Pattern Recognition", "Computers and Society", "Cryptography and Security", "Data Structures and Algorithms", "Databases", "Digital Libraries", "Discrete Mathematics", "Distributed, Parallel, and Cluster Computing", "Emerging Technologies", "Formal Languages and Automata Theory", "General Literature", "Graphics", "Hardware Architecture", "Human-Computer Interaction", "Information Retrieval", "Information Theory", "Logic in Computer Science", "Machine Learning", "Mathematical Software", "Multiagent Systems", "Multimedia", "Networking and Internet Architecture", "Neural and Evolutionary Computing", "Numerical Analysis", "Operating Systems", "Other Computer Science", "Performance", "Programming Languages", "Robotics", "Social and Information Networks", "Software Engineering", "Sound", "Symbolic Computation", "Systems and Control"], + "Quantitative Biology": ["Biomolecules", "Cell Behavior", "Genomics", "Molecular Networks", "Neurons and Cognition", "Other Quantitative Biology", "Populations and Evolution", "Quantitative Methods", "Subcellular Processes", "Tissues and Organs"], + "Quantitative Finance": ["Computational Finance", "Economics", "General Finance", "Mathematical Finance", "Portfolio Management", "Pricing of Securities", "Risk Management", "Statistical Finance", "Trading and Market Microstructure"], + "Statistics": ["Applications", "Computation", "Machine Learning", "Methodology", "Other Statistics", "Statistics Theory"], + "Electrical Engineering and Systems Science": ["Audio and Speech Processing", "Image and Video Processing", "Signal Processing", "Systems and Control"], + "Economics": ["Econometrics", "General Economics", "Theoretical Economics"] +} + + +def generate_html_report(papers, title="ArXiv Digest Results", topic=None, category=None): + """Generate an HTML report for the papers and save to file. + + Args: + papers: List of paper dictionaries + title: Title for the HTML report + topic: Optional topic name for filename + category: Optional category name for filename + + Returns: + Path to the HTML file + """ + # Create a date for the filename (without time) + date = datetime.datetime.now().strftime("%Y%m%d") + + # Create filename with topic if provided + if topic: + # Clean up topic name for filename (remove spaces, etc.) + topic_clean = topic.lower().replace(" ", "_").replace("/", "_") + html_file = os.path.join(DIGEST_DIR, f"arxiv_digest_{topic_clean}_{date}.html") + else: + html_file = os.path.join(DIGEST_DIR, f"arxiv_digest_{date}.html") + + html = f""" + + + + + {title} + + + +

{title}

+
+

Generated on {datetime.datetime.now().strftime("%Y-%m-%d %H:%M:%S")}

+

Found {len(papers)} papers

+

Topics: {topic or "All"}

+
+ + +
+

Papers

+ +
+ """ + + # Add papers + for i, paper in enumerate(papers): + paper_id = f"paper-{i}" + html += f""" +
+ +
{paper.get("authors", "Unknown authors")}
+
Subject: {paper.get("subjects", "N/A")}
+ """ + + # Add relevancy score and reasons if available + if "Relevancy score" in paper: + html += f'
Relevancy Score: {paper.get("Relevancy score", "N/A")}
' + + if "Reasons for match" in paper: + html += f'
Reason for Relevance: {paper.get("Reasons for match", "")}
' + + # Add design information if available + if "design_category" in paper or "design_techniques" in paper: + html += '
' + if "design_category" in paper: + html += f'
Design Category: {paper.get("design_category", "")}
' + if "design_techniques" in paper: + html += f'
Design Techniques: {", ".join(paper.get("design_techniques", []))}
' + html += '
' + + # Add abstract + if "abstract" in paper: + html += f'
Abstract: {paper.get("abstract", "")}
' + + # Add key innovations and critical analysis with special styling + if "Key innovations" in paper: + html += f'
Key Innovations:
{paper.get("Key innovations", "")}
' + + if "Critical analysis" in paper: + html += f'
Critical Analysis:
{paper.get("Critical analysis", "")}
' + + # Add implementation details + if "Implementation details" in paper: + html += f'
Implementation Details:
{paper.get("Implementation details", "")}
' + + # Add experiments and results + if "Experiments & Results" in paper: + html += f'
Experiments & Results:
{paper.get("Experiments & Results", "")}
' + + # Add discussion and next steps + if "Discussion & Next steps" in paper: + html += f'
Discussion & Next Steps:
{paper.get("Discussion & Next steps", "")}
' + + # Add remaining sections + for key, value in paper.items(): + if key in ["title", "authors", "subjects", "main_page", "Relevancy score", "Reasons for match", + "design_category", "design_techniques", "summarized_text", "abstract", + "Key innovations", "Critical analysis", "Implementation details", + "Experiments & Results", "Discussion & Next steps"]: + continue + + if isinstance(value, str) and value.strip(): + # Choose appropriate styling based on the section + section_class = "section" + + if "goal" in key.lower() or "aim" in key.lower(): + section_class = "key-section" + elif "data" in key.lower() or "methodology" in key.lower(): + section_class = "implementation" + elif "related" in key.lower() or "practical" in key.lower() or "takeaway" in key.lower(): + section_class = "discussion" + + html += f'
{key}:
{value}
' + + # Add links + html += f""" + +
+ """ + + html += """ + + + + """ + + with open(html_file, "w") as f: + f.write(html) + + return html_file + +def sample(email, topic, physics_topic, categories, interest, use_openai, use_gemini, use_anthropic, + openai_model, gemini_model, anthropic_model, special_analysis, mechanistic_interpretability, technical_ai_safety, + design_automation, design_reference_paper, design_techniques, design_categories): + if not topic: + raise gr.Error("You must choose a topic.") + if topic == "Physics": + if isinstance(physics_topic, list): + raise gr.Error("You must choose a physics topic.") + topic = physics_topic + abbr = physics_topics[topic] + else: + abbr = topics[topic] + + # Check if at least one model is selected + if not (use_openai or use_gemini or use_anthropic): + raise gr.Error("You must select at least one model provider (OpenAI, Gemini, or Claude)") + + # Get papers based on categories + if categories: + papers = get_papers(abbr) + papers = [ + t for t in papers + if bool(set(process_subject_fields(t['subjects'])) & set(categories))][:4] + else: + papers = get_papers(abbr, limit=4) + + if interest: + # Build list of providers to use + providers = [] + model_names = {} + + if use_openai: + if not model_manager.is_provider_available(ModelProvider.OPENAI): + if not openai.api_key: + raise gr.Error("Set your OpenAI API key in the OpenAI tab first") + else: + model_manager.register_openai(openai.api_key) + providers.append(ModelProvider.OPENAI) + model_names[ModelProvider.OPENAI] = openai_model + + if use_gemini: + if not model_manager.is_provider_available(ModelProvider.GEMINI): + raise gr.Error("Set your Gemini API key in the Gemini tab first") + providers.append(ModelProvider.GEMINI) + model_names[ModelProvider.GEMINI] = gemini_model + + if use_anthropic: + if not model_manager.is_provider_available(ModelProvider.ANTHROPIC): + raise gr.Error("Set your Anthropic API key in the Anthropic tab first") + providers.append(ModelProvider.ANTHROPIC) + model_names[ModelProvider.ANTHROPIC] = anthropic_model + + # Check if we need to find design automation papers + if design_automation: + # Filter for design automation papers + design_papers = [p for p in papers if is_design_automation_paper(p)] + + # Filter by techniques if specified + if design_techniques: + filtered_papers = [] + for paper in design_papers: + paper_techniques = analyze_design_techniques(paper) + if any(technique in design_techniques for technique in paper_techniques): + filtered_papers.append(paper) + design_papers = filtered_papers if filtered_papers else design_papers + + # Filter by categories if specified + if design_categories: + filtered_papers = [] + for paper in design_papers: + paper_category = categorize_design_paper(paper) + if any(category in paper_category for category in design_categories): + filtered_papers.append(paper) + design_papers = filtered_papers if filtered_papers else design_papers + + # Find related papers if reference paper is specified + if design_reference_paper: + related_papers = get_related_design_papers(design_reference_paper, papers) + if related_papers: + design_papers = related_papers + + # Use these papers if we found any, otherwise fallback to regular papers + if design_papers: + papers = design_papers + + # Analyze papers using selected models + relevancy, hallucination = model_manager.analyze_papers( + papers, + query={"interest": interest}, + providers=providers, + model_names=model_names, + threshold_score=0 + ) + + # Add design automation information if requested + if design_automation and relevancy: + for paper in relevancy: + paper["design_category"] = categorize_design_paper(paper) + paper["design_techniques"] = analyze_design_techniques(paper) + paper["design_metrics"] = extract_design_metrics(paper) + + # Perform detailed design automation analysis on highest scored papers + if paper.get("Relevancy score", 0) >= 7 and (use_openai or use_gemini or use_anthropic): + # Select provider for design analysis + provider = None + model = None + + if use_openai and model_manager.is_provider_available(ModelProvider.OPENAI): + provider = ModelProvider.OPENAI + model = openai_model + elif use_gemini and model_manager.is_provider_available(ModelProvider.GEMINI): + provider = ModelProvider.GEMINI + model = gemini_model + elif use_anthropic and model_manager.is_provider_available(ModelProvider.ANTHROPIC): + provider = ModelProvider.ANTHROPIC + model = anthropic_model + + if provider: + design_analysis = model_manager.analyze_design_automation( + paper, + provider=provider, + model_name=model + ) + if design_analysis and "error" not in design_analysis: + paper["design_analysis"] = design_analysis + + # Add specialized analysis if requested + if special_analysis and len(relevancy) > 0: + # Get topic clustering from Gemini if available + if use_gemini and model_manager.is_provider_available(ModelProvider.GEMINI): + try: + clusters = get_topic_clustering(relevancy, model_name=gemini_model) + cluster_info = "\n\n=== TOPIC CLUSTERS ===\n" + for i, cluster in enumerate(clusters.get("clusters", [])): + cluster_info += f"\nCluster {i+1}: {cluster.get('name')}\n" + cluster_info += f"Papers: {', '.join([str(p) for p in cluster.get('papers', [])])}\n" + cluster_info += f"Description: {cluster.get('description')}\n" + + # Add cluster info to the output + cluster_summary = "\n\n" + cluster_info + "\n\n" + except Exception as e: + cluster_summary = f"\n\nError generating clusters: {str(e)}\n\n" + else: + cluster_summary = "" + + # Add specialized mechanistic interpretability analysis if requested + if mechanistic_interpretability and len(relevancy) > 0: + # Use the first available provider in order of preference + preferred_providers = [ + (ModelProvider.ANTHROPIC, anthropic_model if use_anthropic else None), + (ModelProvider.OPENAI, openai_model if use_openai else None), + (ModelProvider.GEMINI, gemini_model if use_gemini else None) + ] + + provider = None + model = None + for p, m in preferred_providers: + if model_manager.is_provider_available(p) and m: + provider = p + model = m + break + + if provider: + try: + interp_analysis = model_manager.get_mechanistic_interpretability_analysis( + relevancy[0], # Analyze the most relevant paper + provider=provider, + model_name=model + ) + + interp_summary = "\n\n=== MECHANISTIC INTERPRETABILITY ANALYSIS ===\n" + for key, value in interp_analysis.items(): + if key != "error" and key != "raw_content": + interp_summary += f"\n{key}: {value}\n" + + # Add interpretability analysis to the output + interpretability_info = "\n\n" + interp_summary + "\n\n" + except Exception as e: + interpretability_info = f"\n\nError generating interpretability analysis: {str(e)}\n\n" + else: + interpretability_info = "\n\nNo available provider for interpretability analysis.\n\n" + else: + interpretability_info = "" + + # Generate HTML report with topic + actual_topic = topic + html_file = generate_html_report(relevancy, title=f"ArXiv Digest: {actual_topic} papers", topic=actual_topic) + + # Create summary texts for display + summary_texts = [] + for paper in relevancy: + if "summarized_text" in paper: + summary_texts.append(paper["summarized_text"]) + else: + # Create a summary if summarized_text doesn't exist + summary = f"Title: {paper.get('title', 'No title')}\n" + summary += f"Authors: {paper.get('authors', 'Unknown')}\n" + summary += f"Score: {paper.get('Relevancy score', 'N/A')}\n" + summary += f"Abstract: {paper.get('abstract', 'No abstract')[:200]}...\n" + summary_texts.append(summary) + + result_text = cluster_summary + "\n\n".join(summary_texts) + interpretability_info + return result_text + f"\n\nHTML report saved to: {html_file}" + else: + # Generate HTML report with topic + actual_topic = topic + html_file = generate_html_report(relevancy, title=f"ArXiv Digest: {actual_topic} papers", topic=actual_topic) + + # Create summary texts for display + summary_texts = [] + for paper in relevancy: + if "summarized_text" in paper: + summary_texts.append(paper["summarized_text"]) + else: + # Create a summary if summarized_text doesn't exist + summary = f"Title: {paper.get('title', 'No title')}\n" + summary += f"Authors: {paper.get('authors', 'Unknown')}\n" + summary += f"Score: {paper.get('Relevancy score', 'N/A')}\n" + summary += f"Abstract: {paper.get('abstract', 'No abstract')[:200]}...\n" + summary_texts.append(summary) + + result_text = "\n\n".join(summary_texts) + return result_text + f"\n\nHTML report saved to: {html_file}" + else: + # Generate HTML report for basic results with topic + actual_topic = topic + html_file = generate_html_report(papers, title=f"ArXiv Digest: {actual_topic} papers", topic=actual_topic) + result_text = "\n\n".join(f"Title: {paper['title']}\nAuthors: {paper['authors']}" for paper in papers) + return result_text + f"\n\nHTML report saved to: {html_file}" + + +def change_subsubject(subject, physics_subject): + if subject != "Physics": + return gr.Dropdown.update(choices=categories_map[subject], value=[], visible=True) + else: + if physics_subject and not isinstance(physics_subject, list): + return gr.Dropdown.update(choices=categories_map[physics_subject], value=[], visible=True) + else: + return gr.Dropdown.update(choices=[], value=[], visible=False) + + +def change_physics(subject): + if subject != "Physics": + return gr.Dropdown.update(visible=False, value=None) + else: + return gr.Dropdown.update(choices=list(physics_topics.keys()), visible=True) + + +def test(email, topic, physics_topic, categories, interest, key, + use_openai, use_gemini, use_anthropic, openai_model, gemini_model, anthropic_model, + special_analysis, mechanistic_interpretability, technical_ai_safety, + design_automation, design_reference_paper, design_techniques, design_categories): + if not email: raise gr.Error("Set your email") + if not key: raise gr.Error("Set your SendGrid key") + if topic == "Physics": + if isinstance(physics_topic, list): + raise gr.Error("You must choose a physics topic.") + topic = physics_topic + abbr = physics_topics[topic] + else: + abbr = topics[topic] + + # Check if at least one model is selected + if not (use_openai or use_gemini or use_anthropic): + raise gr.Error("You must select at least one model provider (OpenAI, Gemini, or Claude)") + + if categories: + papers = get_papers(abbr) + papers = [ + t for t in papers + if bool(set(process_subject_fields(t['subjects'])) & set(categories))][:4] + else: + papers = get_papers(abbr, limit=4) + + if interest: + # Build list of providers to use + providers = [] + model_names = {} + + if use_openai: + if not model_manager.is_provider_available(ModelProvider.OPENAI): + if not openai.api_key: + raise gr.Error("Set your OpenAI API key in the OpenAI tab first") + else: + model_manager.register_openai(openai.api_key) + providers.append(ModelProvider.OPENAI) + model_names[ModelProvider.OPENAI] = openai_model + + if use_gemini: + if not model_manager.is_provider_available(ModelProvider.GEMINI): + raise gr.Error("Set your Gemini API key in the Gemini tab first") + providers.append(ModelProvider.GEMINI) + model_names[ModelProvider.GEMINI] = gemini_model + + if use_anthropic: + if not model_manager.is_provider_available(ModelProvider.ANTHROPIC): + raise gr.Error("Set your Anthropic API key in the Anthropic tab first") + providers.append(ModelProvider.ANTHROPIC) + model_names[ModelProvider.ANTHROPIC] = anthropic_model + + # Check if we need to find design automation papers + if design_automation: + # Filter for design automation papers + design_papers = [p for p in papers if is_design_automation_paper(p)] + + # Filter by techniques if specified + if design_techniques: + filtered_papers = [] + for paper in design_papers: + paper_techniques = analyze_design_techniques(paper) + if any(technique in design_techniques for technique in paper_techniques): + filtered_papers.append(paper) + design_papers = filtered_papers if filtered_papers else design_papers + + # Filter by categories if specified + if design_categories: + filtered_papers = [] + for paper in design_papers: + paper_category = categorize_design_paper(paper) + if any(category in paper_category for category in design_categories): + filtered_papers.append(paper) + design_papers = filtered_papers if filtered_papers else design_papers + + # Find related papers if reference paper is specified + if design_reference_paper: + related_papers = get_related_design_papers(design_reference_paper, papers) + if related_papers: + design_papers = related_papers + + # Use these papers if we found any, otherwise fallback to regular papers + if design_papers: + papers = design_papers + + # Analyze papers using selected models + relevancy, hallucination = model_manager.analyze_papers( + papers, + query={"interest": interest}, + providers=providers, + model_names=model_names, + threshold_score=7 + ) + + # Add design automation information if requested + if design_automation and relevancy: + for paper in relevancy: + paper["design_category"] = categorize_design_paper(paper) + paper["design_techniques"] = analyze_design_techniques(paper) + paper["design_metrics"] = extract_design_metrics(paper) + + # Perform detailed design automation analysis on highest scored papers + if paper.get("Relevancy score", 0) >= 7 and (use_openai or use_gemini or use_anthropic): + # Select provider for design analysis + provider = None + model = None + + if use_openai and model_manager.is_provider_available(ModelProvider.OPENAI): + provider = ModelProvider.OPENAI + model = openai_model + elif use_gemini and model_manager.is_provider_available(ModelProvider.GEMINI): + provider = ModelProvider.GEMINI + model = gemini_model + elif use_anthropic and model_manager.is_provider_available(ModelProvider.ANTHROPIC): + provider = ModelProvider.ANTHROPIC + model = anthropic_model + + if provider: + design_analysis = model_manager.analyze_design_automation( + paper, + provider=provider, + model_name=model + ) + if design_analysis and "error" not in design_analysis: + paper["design_analysis"] = design_analysis + + # Create the email body + body = "

".join( + [ + f'Subject: {paper["subjects"]}
Title: {paper["title"]}
Authors: {paper["authors"]}
' + f'Score: {paper["Relevancy score"]}
Reason: {paper["Reasons for match"]}
' + f'Key innovations: {paper.get("Key innovations", "Not provided")}
' + f'Critical analysis: {paper.get("Critical analysis", "Not provided")}
' + f'Goal: {paper["Goal"]}
Data: {paper["Data"]}
Methodology: {paper["Methodology"]}
' + f'Implementation details: {paper.get("Implementation details", "Not provided")}
' + f'Experiments & Results: {paper["Experiments & Results"]}
Git: {paper["Git"]}
' + f'Discussion & Next steps: {paper["Discussion & Next steps"]}
' + f'Related work: {paper.get("Related work", "Not provided")}
' + f'Practical applications: {paper.get("Practical applications", "Not provided")}
' + f'Key takeaways: {paper.get("Key takeaways", "Not provided")}' + + (f'

Design Automation Analysis

' + f'Design Category: {paper.get("design_category", "")}
' + f'Design Techniques: {", ".join(paper.get("design_techniques", []))}
' + f'Design Metrics: {", ".join(paper.get("design_metrics", []))}
' + + (f'

Detailed Design Analysis

' + f'Design automation focus: {paper.get("design_analysis", {}).get("Design automation focus", "Not provided")}
' + f'Technical approach: {paper.get("design_analysis", {}).get("Technical approach", "Not provided")}
' + f'Visual outputs: {paper.get("design_analysis", {}).get("Visual outputs", "Not provided")}
' + f'Designer interaction: {paper.get("design_analysis", {}).get("Designer interaction", "Not provided")}
' + f'Real-world applicability: {paper.get("design_analysis", {}).get("Real-world applicability", "Not provided")}
' + f'Capabilities: Replaceable tools: {", ".join(paper.get("design_analysis", {}).get("capabilities", {}).get("replaceable_tools", []))}, ' + f'Automation level: {paper.get("design_analysis", {}).get("capabilities", {}).get("automation_level", "Unknown")}' + if "design_analysis" in paper else "") + if design_automation and (paper.get("design_category") or paper.get("design_techniques")) else "") + for paper in relevancy + ]) + + # Add specialized analysis if requested + if special_analysis and len(relevancy) > 0: + # Get topic clustering from Gemini if available + if use_gemini and model_manager.is_provider_available(ModelProvider.GEMINI): + try: + clusters = get_topic_clustering(relevancy, model_name=gemini_model) + cluster_info = "

Topic Clusters

" + for i, cluster in enumerate(clusters.get("clusters", [])): + cluster_info += f"

Cluster {i+1}: {cluster.get('name')}

" + cluster_info += f"

Papers: {', '.join([str(p) for p in cluster.get('papers', [])])}

" + cluster_info += f"

Description: {cluster.get('description')}

" + + # Add cluster info to the body + body = cluster_info + "
" + body + except Exception as e: + body = f"

Error generating clusters: {str(e)}

" + body + + # Add specialized mechanistic interpretability analysis if requested + if mechanistic_interpretability and len(relevancy) > 0: + # Use the first available provider in order of preference + preferred_providers = [ + (ModelProvider.ANTHROPIC, anthropic_model if use_anthropic else None), + (ModelProvider.OPENAI, openai_model if use_openai else None), + (ModelProvider.GEMINI, gemini_model if use_gemini else None) + ] + + provider = None + model = None + for p, m in preferred_providers: + if model_manager.is_provider_available(p) and m: + provider = p + model = m + break + + if provider: + try: + interp_analysis = model_manager.get_mechanistic_interpretability_analysis( + relevancy[0], # Analyze the most relevant paper + provider=provider, + model_name=model + ) + + interp_summary = "

Mechanistic Interpretability Analysis

" + interp_summary += f"

Analysis for paper: {relevancy[0]['title']}

" + + for key, value in interp_analysis.items(): + if key != "error" and key != "raw_content": + interp_summary += f"

{key}: {value}

" + + # Add interpretability analysis to the body + body = interp_summary + "
" + body + except Exception as e: + body = f"

Error generating interpretability analysis: {str(e)}

" + body + + if hallucination: + body = "

Warning: The model hallucinated some papers. We have tried to remove them, but the scores may not be accurate.


" + body + else: + body = "

".join([f'Title: {paper["title"]}
Authors: {paper["authors"]}' for paper in papers]) + + # Generate HTML report file with topic + actual_topic = topic + html_file = generate_html_report(relevancy if interest else papers, + title=f"ArXiv Digest: {actual_topic} papers", + topic=actual_topic) + + # Send email + sg = sendgrid.SendGridAPIClient(api_key=key) + from_email = Email(email) + to_email = To(email) + subject = "arXiv digest" + content = Content("text/html", body) + mail = Mail(from_email, to_email, subject, content) + mail_json = mail.get() + + # Send an HTTP POST request to /mail/send + response = sg.client.mail.send.post(request_body=mail_json) + if response.status_code >= 200 and response.status_code <= 300: + return f"Success! Email sent and HTML report saved to: {html_file}" + else: + return f"Email sending failed ({response.status_code}), but HTML report saved to: {html_file}" + + +def register_openai_token(token): + openai.api_key = token + model_manager.register_openai(token) + +def register_gemini_token(token): + setup_gemini_api(token) + model_manager.register_gemini(token) + +def register_anthropic_token(token): + model_manager.register_anthropic(token) + +with gr.Blocks() as demo: + with gr.Row(): + with gr.Column(scale=10): + with gr.Tabs(): + with gr.TabItem("OpenAI"): + openai_token = gr.Textbox(label="OpenAI API Key", type="password") + openai_token.change(fn=register_openai_token, inputs=[openai_token]) + + with gr.TabItem("Gemini"): + gemini_token = gr.Textbox(label="Gemini API Key", type="password") + gemini_token.change(fn=register_gemini_token, inputs=[gemini_token]) + + with gr.TabItem("Anthropic"): + anthropic_token = gr.Textbox(label="Anthropic API Key", type="password") + anthropic_token.change(fn=register_anthropic_token, inputs=[anthropic_token]) + + subject = gr.Radio( + list(topics.keys()), label="Topic" + ) + physics_subject = gr.Dropdown(list(physics_topics.keys()), value=None, multiselect=False, label="Physics category", visible=False, info="") + subsubject = gr.Dropdown( + [], value=[], multiselect=True, label="Subtopic", info="Optional. Leaving it empty will use all subtopics.", visible=False) + subject.change(fn=change_physics, inputs=[subject], outputs=physics_subject) + subject.change(fn=change_subsubject, inputs=[subject, physics_subject], outputs=subsubject) + physics_subject.change(fn=change_subsubject, inputs=[subject, physics_subject], outputs=subsubject) + + interest = gr.Textbox(label="A natural language description of what you are interested in. We will generate relevancy scores (1-10) and explanations for the papers in the selected topics according to this statement.", info="Press shift-enter or click the button below to update.", lines=7) + + with gr.Row(): + use_openai = gr.Checkbox(label="Use OpenAI", value=True) + use_gemini = gr.Checkbox(label="Use Gemini", value=False) + use_anthropic = gr.Checkbox(label="Use Claude", value=False) + + with gr.Accordion("Advanced Settings", open=False): + openai_model = gr.Dropdown(["gpt-3.5-turbo-16k", "gpt-4", "gpt-4-turbo"], value="gpt-4", label="OpenAI Model") + gemini_model = gr.Dropdown(["gemini-1.5-flash", "gemini-1.5-pro", "gemini-2.0-flash"], value="gemini-2.0-flash", label="Gemini Model") + anthropic_model = gr.Dropdown(["claude-3-haiku-20240307", "claude-3-sonnet-20240229", "claude-3-opus-20240229"], value="claude-3-sonnet-20240229", label="Claude Model") + + special_analysis = gr.Checkbox(label="Include specialized analysis for research topics", value=False) + mechanistic_interpretability = gr.Checkbox(label="Include mechanistic interpretability analysis", value=False) + technical_ai_safety = gr.Checkbox(label="Include technical AI safety analysis", value=False) + + with gr.Accordion("Graphic Design Automation Papers", open=False): + design_automation = gr.Checkbox(label="Find graphic design automation papers", value=False) + design_reference_paper = gr.Textbox( + label="Reference paper ID (optional, e.g., '2412.04237' from VASCAR paper)", + placeholder="Enter arXiv paper ID to find similar papers" + ) + design_techniques = gr.CheckboxGroup( + choices=[ + "Generative Adversarial Networks", "Diffusion Models", + "Transformers", "Large Language Models", "Computer Vision", + "Neural Style Transfer", "Reinforcement Learning" + ], + label="Design automation techniques to focus on (optional)" + ) + design_categories = gr.CheckboxGroup( + choices=[ + "Layout Generation", "UI/UX Design", "Graphic Design", + "Image Manipulation", "Design Tools", "3D Design", + "Multimodal Design" + ], + label="Design categories to focus on (optional)" + ) + + sample_btn = gr.Button("Generate Digest") + sample_output = gr.Textbox(label="Results for your configuration.", info="For runtime purposes, this is only done on a small subset of recent papers in the topic you have selected. Papers will not be filtered by relevancy, only sorted on a scale of 1-10.") + with gr.Column(scale=4): # Changed from 0.40 to 4 + with gr.Group(): # Changed from gr.Box to gr.Group + title = gr.Markdown( + """ + # Email Setup, Optional + Send an email to the below address using the configuration on the right. Requires a sendgrid token. These values are not needed to use the right side of this page. + + To create a scheduled job for this, see our [Github Repository](https://github.com/AutoLLM/ArxivDigest) + """) + email = gr.Textbox(label="Email address", type="email", placeholder="") + sendgrid_token = gr.Textbox(label="SendGrid API Key", type="password") + with gr.Row(): + test_btn = gr.Button("Send email") + output = gr.Textbox(show_label=False, placeholder="email status") + # Define all input fields + all_inputs = [ + email, subject, physics_subject, subsubject, interest, + use_openai, use_gemini, use_anthropic, + openai_model, gemini_model, anthropic_model, + special_analysis, mechanistic_interpretability, technical_ai_safety, + design_automation, design_reference_paper, design_techniques, design_categories + ] + + # Email button + test_btn.click( + fn=test, + inputs=[email, subject, physics_subject, subsubject, interest, sendgrid_token] + all_inputs[5:], + outputs=output + ) + + # Sample button + sample_btn.click( + fn=sample, + inputs=all_inputs, + outputs=sample_output + ) + + # Register API keys + openai_token.change(fn=register_openai_token, inputs=[openai_token]) + gemini_token.change(fn=register_gemini_token, inputs=[gemini_token]) + anthropic_token.change(fn=register_anthropic_token, inputs=[anthropic_token]) + + # Dynamic updates based on selection changes + subject.change(fn=sample, inputs=all_inputs, outputs=sample_output) + physics_subject.change(fn=sample, inputs=all_inputs, outputs=sample_output) + subsubject.change(fn=sample, inputs=all_inputs, outputs=sample_output) + interest.submit(fn=sample, inputs=all_inputs, outputs=sample_output) + +demo.launch(show_api=False) \ No newline at end of file diff --git a/src/design/design_finder.py b/src/design/design_finder.py new file mode 100755 index 0000000..196d142 --- /dev/null +++ b/src/design/design_finder.py @@ -0,0 +1,439 @@ +#!/usr/bin/env python3 +""" +Design Finder - A self-contained script to find AI/ML design automation papers on arXiv. + +This script requires only Python standard libraries and BeautifulSoup, making it very easy to run +without complex dependencies. + +Usage: + python design_finder.py [--days 7] [--output design_papers.json] +""" + +import os +import sys +import json +import argparse +import datetime +import re +import time +import urllib.request +from typing import List, Dict, Any + +# Check for BeautifulSoup +try: + from bs4 import BeautifulSoup as bs +except ImportError: + print("BeautifulSoup not found. Installing...") + import subprocess + subprocess.check_call([sys.executable, "-m", "pip", "install", "beautifulsoup4"]) + from bs4 import BeautifulSoup as bs + +# Default arXiv categories to search +DEFAULT_CATEGORIES = [ + "cs.CV", # Computer Vision + "cs.GR", # Graphics + "cs.HC", # Human-Computer Interaction + "cs.AI", # Artificial Intelligence + "cs.LG", # Machine Learning + "cs.CL", # Computation and Language (NLP) + "cs.MM" # Multimedia +] + +# Design automation keywords for paper filtering +DESIGN_AUTOMATION_KEYWORDS = [ + "design automation", "layout generation", "visual design", "graphic design", + "creative AI", "generative design", "UI generation", "UX automation", + "design system", "composition", "creative workflow", "automated design", + "design tool", "design assistant", "design optimization", "content-aware", + "user interface generation", "visual layout", "image composition", "AI design" +] + +class DesignPaperFinder: + def __init__(self, days_back=7, categories=None, output_file="design_papers.json", + html_file="design_papers.html", keyword=None, verbose=True): + self.days_back = days_back + self.categories = categories or DEFAULT_CATEGORIES + self.output_file = output_file + self.html_file = html_file + self.keyword = keyword + self.verbose = verbose + self.papers = [] + + # Data directory is already created by paths.py module + + def log(self, message): + """Print a message if verbose mode is enabled.""" + if self.verbose: + print(message) + + def get_date_range(self) -> List[str]: + """Get list of dates to search in arXiv format.""" + today = datetime.datetime.now() + dates = [] + + for i in range(self.days_back): + date = today - datetime.timedelta(days=i) + date_str = date.strftime("%a, %d %b %y") + dates.append(date_str) + + return dates + + def download_papers(self, category: str, date_str: str) -> List[Dict[str, Any]]: + """Download papers for a specific category and date.""" + # Check if we already have this data + # Import data directory at runtime to avoid circular imports + import sys + sys.path.append(os.path.dirname(os.path.dirname(os.path.abspath(__file__)))) + from paths import DATA_DIR + file_path = os.path.join(DATA_DIR, f"{category}_{date_str}.jsonl") + if os.path.exists(file_path): + self.log(f"Loading cached papers for {category} on {date_str}") + papers = [] + with open(file_path, "r") as f: + for line in f: + papers.append(json.loads(line)) + return papers + + # Download new papers + self.log(f"Downloading papers for {category} on {date_str}") + NEW_SUB_URL = f'https://arxiv.org/list/{category}/new' + + try: + page = urllib.request.urlopen(NEW_SUB_URL) + except Exception as e: + self.log(f"Error downloading from {NEW_SUB_URL}: {e}") + return [] + + soup = bs(page, 'html.parser') + content = soup.body.find("div", {'id': 'content'}) + + # Find the date heading + h3 = content.find("h3").text # e.g: New submissions for Wed, 10 May 23 + date_from_page = h3.replace("New submissions for", "").strip() + + # Find all papers + dt_list = content.dl.find_all("dt") + dd_list = content.dl.find_all("dd") + arxiv_base = "https://arxiv.org/abs/" + arxiv_html = "https://arxiv.org/html/" + + papers = [] + for i in range(len(dt_list)): + try: + paper = {} + ahref = dt_list[i].find('a', href=re.compile(r'[/]([a-z]|[A-Z])\w+')).attrs['href'] + paper_number = ahref.strip().replace("/abs/", "") + + paper['main_page'] = arxiv_base + paper_number + paper['pdf'] = arxiv_base.replace('abs', 'pdf') + paper_number + + paper['title'] = dd_list[i].find("div", {"class": "list-title mathjax"}).text.replace("Title:\n", "").strip() + paper['authors'] = dd_list[i].find("div", {"class": "list-authors"}).text.replace("Authors:\n", "").replace("\n", "").strip() + paper['subjects'] = dd_list[i].find("div", {"class": "list-subjects"}).text.replace("Subjects:\n", "").strip() + paper['abstract'] = dd_list[i].find("p", {"class": "mathjax"}).text.replace("\n", " ").strip() + + # Get a short excerpt of content (optional) + try: + html = urllib.request.urlopen(arxiv_html + paper_number + "v1") + soup_content = bs(html, 'html.parser') + content_div = soup_content.find('div', attrs={'class': 'ltx_page_content'}) + if content_div: + para_list = content_div.find_all("div", attrs={'class': 'ltx_para'}) + excerpt = ' '.join([p.text.strip() for p in para_list[:3]]) # Get first 3 paragraphs + paper['content_excerpt'] = excerpt[:1000] + "..." if len(excerpt) > 1000 else excerpt + else: + paper['content_excerpt'] = "Content not available" + except Exception: + paper['content_excerpt'] = "" + + papers.append(paper) + except Exception as e: + if self.verbose: + self.log(f"Error processing paper {i}: {e}") + + # Save papers to file + with open(file_path, "w") as f: + for paper in papers: + f.write(json.dumps(paper) + "\n") + + return papers + + def is_design_automation_paper(self, paper: Dict[str, Any]) -> bool: + """Check if a paper is related to design automation based on keywords.""" + text = ( + (paper.get("title", "") + " " + + paper.get("abstract", "") + " " + + paper.get("subjects", "")).lower() + ) + + return any(keyword.lower() in text for keyword in DESIGN_AUTOMATION_KEYWORDS) + + def categorize_design_paper(self, paper: Dict[str, Any]) -> str: + """Categorize design automation paper into subcategories.""" + text = (paper.get("title", "") + " " + paper.get("abstract", "")).lower() + + categories = { + "Layout Generation": ["layout", "composition", "arrange", "grid"], + "UI/UX Design": ["user interface", "ui", "ux", "interface design", "website"], + "Graphic Design": ["graphic design", "poster", "visual design", "typography"], + "Image Manipulation": ["image editing", "photo", "manipulation", "style transfer"], + "Design Tools": ["tool", "assistant", "workflow", "productivity"], + "3D Design": ["3d", "modeling", "cad", "product design"], + "Multimodal Design": ["multimodal", "text-to-image", "image-to-code"] + } + + matches = [] + for category, keywords in categories.items(): + if any(keyword in text for keyword in keywords): + matches.append(category) + + if matches: + return ", ".join(matches) + return "General Design Automation" + + def analyze_design_techniques(self, paper: Dict[str, Any]) -> List[str]: + """Extract AI/ML techniques used for design automation in the paper.""" + text = (paper.get("title", "") + " " + paper.get("abstract", "")).lower() + + techniques = [] + technique_keywords = { + "Generative Adversarial Networks": ["gan", "generative adversarial"], + "Diffusion Models": ["diffusion", "ddpm", "stable diffusion"], + "Transformers": ["transformer", "attention mechanism"], + "Reinforcement Learning": ["reinforcement learning", "rl"], + "Computer Vision": ["computer vision", "vision", "cnn"], + "Graph Neural Networks": ["graph neural", "gnn"], + "Large Language Models": ["llm", "large language model", "gpt", "chatgpt"], + "Neural Style Transfer": ["style transfer", "neural style"], + "Evolutionary Algorithms": ["genetic algorithm", "evolutionary"] + } + + for technique, keywords in technique_keywords.items(): + if any(keyword in text for keyword in keywords): + techniques.append(technique) + + return techniques + + def find_papers(self): + """Find design automation papers from arXiv.""" + self.log(f"Looking for design papers in the past {self.days_back} days") + self.log(f"Searching categories: {', '.join(self.categories)}") + + # Get papers for each category and date + dates = self.get_date_range() + all_papers = [] + + for category in self.categories: + for date_str in dates: + try: + papers = self.download_papers(category, date_str) + all_papers.extend(papers) + # Avoid hitting arXiv rate limits + time.sleep(3) + except Exception as e: + self.log(f"Error downloading papers for {category} on {date_str}: {e}") + + # Remove duplicates (papers can appear in multiple categories) + unique_papers = {} + for paper in all_papers: + paper_id = paper.get("main_page", "").split("/")[-1] + if paper_id and paper_id not in unique_papers: + unique_papers[paper_id] = paper + + all_papers = list(unique_papers.values()) + + # Filter for design automation papers + design_papers = [] + for paper in all_papers: + if self.is_design_automation_paper(paper): + paper["design_category"] = self.categorize_design_paper(paper) + paper["design_techniques"] = self.analyze_design_techniques(paper) + design_papers.append(paper) + + # Additional keyword filtering if specified + if self.keyword: + keyword = self.keyword.lower() + design_papers = [ + p for p in design_papers + if keyword in p.get("title", "").lower() or + keyword in p.get("abstract", "").lower() + ] + + # Sort by date + design_papers.sort(key=lambda p: p.get("main_page", ""), reverse=True) + + self.papers = design_papers + self.log(f"Found {len(design_papers)} design automation papers") + return design_papers + + def print_paper_summary(self, paper: Dict[str, Any]): + """Print a nice summary of a paper to the console.""" + print(f"\n{'=' * 80}") + print(f"TITLE: {paper.get('title', 'No title')}") + print(f"AUTHORS: {paper.get('authors', 'No authors')}") + print(f"URL: {paper.get('main_page', 'No URL')}") + print(f"DESIGN CATEGORY: {paper.get('design_category', 'Unknown')}") + print(f"TECHNIQUES: {', '.join(paper.get('design_techniques', []))}") + print(f"\nABSTRACT: {paper.get('abstract', 'No abstract')[:500]}...") + print(f"{'=' * 80}\n") + + def generate_html_report(self): + """Generate an HTML report from papers.""" + if not self.papers: + self.log("No papers to generate HTML report from") + return + + html = f""" + + + + + Design Automation Papers + + + +

Design Automation Papers

+ +
+

Found {len(self.papers)} papers related to graphic design automation with AI/ML

+

Generated on {datetime.datetime.now().strftime("%Y-%m-%d %H:%M:%S")}

+

Keywords: {', '.join(DESIGN_AUTOMATION_KEYWORDS[:5])}...

+
+ """ + + # Count categories and techniques + categories = {} + techniques = {} + + for paper in self.papers: + category = paper.get("design_category", "Uncategorized") + if category in categories: + categories[category] += 1 + else: + categories[category] = 1 + + for technique in paper.get("design_techniques", []): + if technique in techniques: + techniques[technique] += 1 + else: + techniques[technique] = 1 + + # Add summary statistics + html += '

Summary Statistics

' + + html += "

Categories:

    " + for category, count in sorted(categories.items(), key=lambda x: x[1], reverse=True): + html += f"
  • {category}: {count} papers
  • " + html += "
" + + html += "

Techniques:

    " + for technique, count in sorted(techniques.items(), key=lambda x: x[1], reverse=True): + html += f"
  • {technique}: {count} papers
  • " + html += "
" + + # Add papers + html += '

Papers

' + for paper in self.papers: + html += f""" +
+ +
{paper.get("authors", "Unknown authors")}
+
Category: {paper.get("design_category", "General")} | Subject: {paper.get("subjects", "N/A")}
+
Techniques: {', '.join(paper.get("design_techniques", ["None identified"]))}
+
Abstract: {paper.get("abstract", "No abstract available")}
+
+ PDF | + arXiv +
+
+ """ + + html += """ + + + + """ + + with open(self.html_file, "w") as f: + f.write(html) + + self.log(f"HTML report generated: {self.html_file}") + + def save_json(self): + """Save papers to JSON file.""" + if not self.papers: + self.log("No papers to save") + return + + with open(self.output_file, "w") as f: + json.dump(self.papers, f, indent=2) + + self.log(f"Saved {len(self.papers)} papers to {self.output_file}") + + def run(self): + """Run the full paper finding process.""" + self.find_papers() + + if not self.papers: + print("No design automation papers found.") + return + + # Print summary of top papers + for paper in self.papers[:10]: # Print top 10 + self.print_paper_summary(paper) + + if len(self.papers) > 10: + print(f"...and {len(self.papers) - 10} more papers.") + + # Save outputs + self.save_json() + self.generate_html_report() + + print(f"\nResults saved to {self.output_file} and {self.html_file}") + print(f"Open {self.html_file} in your browser to view the report.") + +def main(): + parser = argparse.ArgumentParser(description="Find the latest graphic design automation papers.") + parser.add_argument("--days", type=int, default=7, help="Number of days to look back") + parser.add_argument("--output", type=str, default="design_papers.json", help="Output file path") + parser.add_argument("--html", type=str, default="design_papers.html", help="HTML output file path") + parser.add_argument("--categories", type=str, nargs="+", default=DEFAULT_CATEGORIES, + help="arXiv categories to search") + parser.add_argument("--keyword", type=str, help="Additional keyword to filter papers") + parser.add_argument("--quiet", action="store_true", help="Suppress progress messages") + args = parser.parse_args() + + finder = DesignPaperFinder( + days_back=args.days, + categories=args.categories, + output_file=args.output, + html_file=args.html, + keyword=args.keyword, + verbose=not args.quiet + ) + + finder.run() + +if __name__ == "__main__": + main() \ No newline at end of file diff --git a/src/design/find_design_papers.py b/src/design/find_design_papers.py new file mode 100755 index 0000000..627e57f --- /dev/null +++ b/src/design/find_design_papers.py @@ -0,0 +1,615 @@ +#!/usr/bin/env python3 +""" +Standalone Design Papers Crawler - A simple script to find the latest papers +on graphic design automation using AI/ML/LLM technologies. + +This version has minimal dependencies and doesn't require the full model setup. + +Usage: + python find_design_papers.py [--days 7] [--output design_papers.json] +""" + +import os +import sys +import json +import argparse +import datetime +import logging +import re +import urllib.request +import time +from typing import List, Dict, Any, Optional, Tuple +from bs4 import BeautifulSoup as bs + +# Add parent directory to path to allow imports from sibling modules +sys.path.append(os.path.dirname(os.path.dirname(os.path.abspath(__file__)))) +from paths import DATA_DIR, DIGEST_DIR +from model_manager import model_manager, ModelProvider + +# Configure logging +logging.basicConfig( + level=logging.INFO, + format='%(asctime)s - %(name)s - %(levelname)s - %(message)s' +) +logger = logging.getLogger(__name__) + +# Default arXiv categories to search +DEFAULT_CATEGORIES = [ + "cs.CV", # Computer Vision + "cs.GR", # Graphics + "cs.HC", # Human-Computer Interaction + "cs.AI", # Artificial Intelligence + "cs.LG", # Machine Learning + "cs.CL", # Computation and Language (NLP) + "cs.MM" # Multimedia +] + +# Design automation keywords for paper filtering +DESIGN_AUTOMATION_KEYWORDS = [ + "design automation", "layout generation", "visual design", "graphic design", + "creative AI", "generative design", "UI generation", "UX automation", + "design system", "composition", "creative workflow", "automated design", + "design tool", "design assistant", "design optimization", "content-aware", + "user interface generation", "visual layout", "image composition" +] + +def download_papers(category: str, date_str: str = None) -> List[Dict[str, Any]]: + """ + Download papers for a specific category and date. + + Args: + category: arXiv category code + date_str: Date string in arXiv format (default: today) + + Returns: + List of paper dictionaries + """ + if not date_str: + date = datetime.datetime.now() + date_str = date.strftime("%a, %d %b %y") + + # Data directory is already created by paths.py + pass + + # Check if we already have this data + file_path = os.path.join(DATA_DIR, f"{category}_{date_str}.jsonl") + if os.path.exists(file_path): + papers = [] + with open(file_path, "r") as f: + for line in f: + papers.append(json.loads(line)) + return papers + + # Download new papers + logger.info(f"Downloading papers for {category} on {date_str}") + NEW_SUB_URL = f'https://arxiv.org/list/{category}/new' + + try: + # Add user-agent header to appear more like a browser + headers = { + 'User-Agent': 'Mozilla/5.0 (Macintosh; Intel Mac OS X 10_15_7) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/121.0.0.0 Safari/537.36' + } + req = urllib.request.Request(NEW_SUB_URL, headers=headers) + page = urllib.request.urlopen(req) + except Exception as e: + logger.error(f"Error downloading from {NEW_SUB_URL}: {e}") + return [] + + soup = bs(page, 'html.parser') + content = soup.body.find("div", {'id': 'content'}) + + # Find the date heading + h3 = content.find("h3").text # e.g: New submissions for Wed, 10 May 23 + date_from_page = h3.replace("New submissions for", "").strip() + + # Find all papers + dt_list = content.dl.find_all("dt") + dd_list = content.dl.find_all("dd") + arxiv_base = "https://arxiv.org/abs/" + arxiv_html = "https://arxiv.org/html/" + + papers = [] + for i in range(len(dt_list)): + try: + paper = {} + ahref = dt_list[i].find('a', href=re.compile(r'[/]([a-z]|[A-Z])\w+')).attrs['href'] + paper_number = ahref.strip().replace("/abs/", "") + + paper['main_page'] = arxiv_base + paper_number + paper['pdf'] = arxiv_base.replace('abs', 'pdf') + paper_number + + paper['title'] = dd_list[i].find("div", {"class": "list-title mathjax"}).text.replace("Title:\n", "").strip() + paper['authors'] = dd_list[i].find("div", {"class": "list-authors"}).text.replace("Authors:\n", "").replace("\n", "").strip() + paper['subjects'] = dd_list[i].find("div", {"class": "list-subjects"}).text.replace("Subjects:\n", "").strip() + paper['abstract'] = dd_list[i].find("p", {"class": "mathjax"}).text.replace("\n", " ").strip() + + # Get a short excerpt of content (optional) + try: + # Add user-agent header to appear more like a browser + headers = { + 'User-Agent': 'Mozilla/5.0 (Macintosh; Intel Mac OS X 10_15_7) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/121.0.0.0 Safari/537.36' + } + req = urllib.request.Request(arxiv_html + paper_number + "v1", headers=headers) + html = urllib.request.urlopen(req) + soup_content = bs(html, 'html.parser') + content_div = soup_content.find('div', attrs={'class': 'ltx_page_content'}) + if content_div: + para_list = content_div.find_all("div", attrs={'class': 'ltx_para'}) + excerpt = ' '.join([p.text.strip() for p in para_list[:3]]) # Get first 3 paragraphs + paper['content_excerpt'] = excerpt[:1000] + "..." if len(excerpt) > 1000 else excerpt + else: + paper['content_excerpt'] = "Content not available" + except Exception as e: + paper['content_excerpt'] = f"Error extracting content: {str(e)}" + + papers.append(paper) + except Exception as e: + logger.warning(f"Error processing paper {i}: {e}") + + # Save papers to file + with open(file_path, "w") as f: + for paper in papers: + f.write(json.dumps(paper) + "\n") + + return papers + +def is_design_automation_paper(paper: Dict[str, Any]) -> bool: + """ + Check if a paper is related to design automation based on keywords. + + Args: + paper: Dictionary with paper details + + Returns: + Boolean indicating if paper is related to design automation + """ + text = ( + (paper.get("title", "") + " " + + paper.get("abstract", "") + " " + + paper.get("subjects", "")).lower() + ) + + return any(keyword.lower() in text for keyword in DESIGN_AUTOMATION_KEYWORDS) + +def categorize_design_paper(paper: Dict[str, Any]) -> str: + """ + Categorize design automation paper into subcategories. + + Args: + paper: Dictionary with paper details + + Returns: + Category name string + """ + text = (paper.get("title", "") + " " + paper.get("abstract", "")).lower() + + categories = { + "Layout Generation": ["layout", "composition", "arrange", "grid"], + "UI/UX Design": ["user interface", "ui", "ux", "interface design", "website"], + "Graphic Design": ["graphic design", "poster", "visual design", "typography"], + "Image Manipulation": ["image editing", "photo", "manipulation", "style transfer"], + "Design Tools": ["tool", "assistant", "workflow", "productivity"], + "3D Design": ["3d", "modeling", "cad", "product design"], + "Multimodal Design": ["multimodal", "text-to-image", "image-to-code"] + } + + matches = [] + for category, keywords in categories.items(): + if any(keyword in text for keyword in keywords): + matches.append(category) + + if matches: + return ", ".join(matches) + return "General Design Automation" + +def analyze_design_techniques(paper: Dict[str, Any]) -> List[str]: + """ + Extract AI/ML techniques used for design automation in the paper. + + Args: + paper: Dictionary with paper details + + Returns: + List of techniques + """ + text = (paper.get("title", "") + " " + paper.get("abstract", "")).lower() + + techniques = [] + technique_keywords = { + "Generative Adversarial Networks": ["gan", "generative adversarial"], + "Diffusion Models": ["diffusion", "ddpm", "stable diffusion"], + "Transformers": ["transformer", "attention mechanism"], + "Reinforcement Learning": ["reinforcement learning", "rl"], + "Computer Vision": ["computer vision", "vision", "cnn"], + "Graph Neural Networks": ["graph neural", "gnn"], + "Large Language Models": ["llm", "large language model", "gpt"], + "Neural Style Transfer": ["style transfer", "neural style"], + "Evolutionary Algorithms": ["genetic algorithm", "evolutionary"] + } + + for technique, keywords in technique_keywords.items(): + if any(keyword in text for keyword in keywords): + techniques.append(technique) + + return techniques + +def get_date_range(days_back: int = 7) -> List[str]: + """ + Get a list of dates for the past N days in arXiv format. + + Args: + days_back: Number of days to look back + + Returns: + List of date strings in arXiv format + """ + today = datetime.datetime.now() + dates = [] + + for i in range(days_back): + date = today - datetime.timedelta(days=i) + date_str = date.strftime("%a, %d %b %y") + dates.append(date_str) + + return dates + +def generate_html_report(papers: List[Dict[str, Any]], output_file: str, keyword: str = None, days_back: int = 7) -> None: + """ + Generate an HTML report from papers. + + Args: + papers: List of paper dictionaries + output_file: Path to output HTML file + keyword: Optional keyword used for filtering + days_back: Number of days searched + """ + # Ensure the output directory exists + output_dir = os.path.dirname(output_file) + if output_dir and not os.path.exists(output_dir): + os.makedirs(output_dir, exist_ok=True) + + # Create a title that includes any keywords and date + title_date = datetime.datetime.now().strftime("%B %d, %Y") + page_title = "Design Automation Papers" + if keyword: + page_title = f"Design Automation Papers - {keyword.title()} - {title_date}" + else: + page_title = f"Design Automation Papers - {title_date}" + + html = f""" + + + + + {page_title} + + + +

Design Automation Papers

+
+

Found {len(papers)} papers related to graphic design automation with AI/ML

+

Generated on {datetime.datetime.now().strftime("%Y-%m-%d %H:%M:%S")}

+
+ """ + + # Count categories and techniques + categories = {} + techniques = {} + + for paper in papers: + category = paper.get("design_category", "Uncategorized") + if category in categories: + categories[category] += 1 + else: + categories[category] = 1 + + for technique in paper.get("design_techniques", []): + if technique in techniques: + techniques[technique] += 1 + else: + techniques[technique] = 1 + + # Add summary statistics + html += "

Summary Statistics

" + + html += "

Categories:

    " + for category, count in sorted(categories.items(), key=lambda x: x[1], reverse=True): + html += f"
  • {category}: {count} papers
  • " + html += "
" + + html += "

Techniques:

    " + for technique, count in sorted(techniques.items(), key=lambda x: x[1], reverse=True): + html += f"
  • {technique}: {count} papers
  • " + html += "
" + + # Add papers + for paper in papers: + html += f""" +
+ +
{paper.get("authors", "Unknown authors")}
+
Category: {paper.get("design_category", "General")} | Subject: {paper.get("subjects", "N/A")}
+
Techniques: {', '.join(paper.get("design_techniques", ["None identified"]))}
+ """ + + # Add relevancy score and reasons if available + if "Relevancy score" in paper: + html += f'
Relevancy Score: {paper.get("Relevancy score", "N/A")}
' + + if "Reasons for match" in paper: + html += f'
Reason: {paper.get("Reasons for match", "")}
' + + # Add abstract + if "abstract" in paper: + html += f'
Abstract: {paper.get("abstract", "")}
' + + # Add all the additional analysis sections + for key, value in paper.items(): + if key in ["title", "authors", "subjects", "main_page", "Relevancy score", "Reasons for match", + "design_category", "design_techniques", "content", "abstract"]: + continue + + if isinstance(value, str) and value.strip(): + html += f'
{key}:
{value}
' + + # Add links + html += f""" + +
+ """ + + html += f""" + + + + """ + + with open(output_file, "w") as f: + f.write(html) + + logger.info(f"HTML report generated: {output_file}") + +def print_paper_summary(paper: Dict[str, Any]) -> None: + """ + Print a nice summary of a paper to the console. + + Args: + paper: Paper dictionary + """ + print(f"\n{'=' * 80}") + print(f"TITLE: {paper.get('title', 'No title')}") + print(f"AUTHORS: {paper.get('authors', 'No authors')}") + print(f"URL: {paper.get('main_page', 'No URL')}") + print(f"DESIGN CATEGORY: {paper.get('design_category', 'Unknown')}") + print(f"TECHNIQUES: {', '.join(paper.get('design_techniques', []))}") + print(f"\nABSTRACT: {paper.get('abstract', 'No abstract')[:500]}...") + print(f"{'=' * 80}\n") + +def analyze_papers_with_llm(papers: List[Dict[str, Any]], research_interest: str) -> List[Dict[str, Any]]: + """ + Analyze papers using LLM to provide detailed analysis + + Args: + papers: List of paper dictionaries + research_interest: Description of research interests + + Returns: + Enhanced list of papers with detailed analysis + """ + if not papers: + return papers + + # Check if model_manager is properly initialized + if not model_manager.is_provider_available(ModelProvider.OPENAI): + # Try to get OpenAI key from environment + import os + openai_key = os.environ.get("OPENAI_API_KEY") + if openai_key: + model_manager.register_openai(openai_key) + else: + logger.warning("No OpenAI API key available. Skipping detailed analysis.") + return papers + + logger.info(f"Analyzing {len(papers)} papers with LLM...") + + # Default research interest for design papers if none provided + if not research_interest: + research_interest = """ + I'm interested in papers that use AI/ML for design automation, including: + 1. Generative design systems for graphics, UI/UX, and layouts + 2. ML-enhanced creative tools and design assistants + 3. Novel techniques for automating design processes + 4. Human-AI collaborative design workflows + 5. Applications of LLMs, diffusion models, and GANs to design tasks + """ + + # Analyze papers using model_manager + try: + analyzed_papers, _ = model_manager.analyze_papers( + papers, + query={"interest": research_interest}, + providers=[ModelProvider.OPENAI], + model_names={ModelProvider.OPENAI: "gpt-3.5-turbo-16k"}, + threshold_score=0 # Include all papers, even low scored ones + ) + return analyzed_papers + except Exception as e: + logger.error(f"Error during LLM analysis: {e}") + return papers + +def pre_filter_category(category: str, keyword: str = None) -> bool: + """ + Check if a category is likely to contain design-related papers + to avoid downloading irrelevant categories. + + Args: + category: arXiv category code + keyword: Optional search keyword + + Returns: + Boolean indicating whether to include this category + """ + # Always include these categories as they're highly relevant + high_relevance = ["cs.GR", "cs.HC", "cs.CV", "cs.MM", "cs.SD"] + + if category in high_relevance: + return True + + # If we have a keyword, we need to be less strict to avoid missing papers + if keyword: + return True + + # Medium relevance categories - include for comprehensive searches + medium_relevance = ["cs.AI", "cs.LG", "cs.CL", "cs.RO", "cs.CY"] + return category in medium_relevance + +def main(): + parser = argparse.ArgumentParser(description="Find the latest graphic design automation papers.") + parser.add_argument("--days", type=int, default=7, help="Number of days to look back") + parser.add_argument("--output", type=str, help="Output JSON file path (date will be added automatically)") + parser.add_argument("--html", type=str, help="HTML output file path (date will be added automatically)") + parser.add_argument("--categories", type=str, nargs="+", default=DEFAULT_CATEGORIES, + help="arXiv categories to search") + parser.add_argument("--keyword", type=str, help="Additional keyword to filter papers") + parser.add_argument("--analyze", action="store_true", help="Use LLM to perform detailed analysis of papers") + parser.add_argument("--interest", type=str, help="Research interest description for LLM analysis") + parser.add_argument("--model", type=str, default="gpt-3.5-turbo-16k", help="Model to use for analysis") + parser.add_argument("--no-date", action="store_true", help="Disable adding date to filenames") + args = parser.parse_args() + + # Generate date string for filenames + current_date = datetime.datetime.now().strftime("%Y%m%d") + + # Set default filenames with dates if not provided + if args.output is None: + base_filename = "design_papers" + if args.keyword: + # Add keyword to filename if provided + base_filename = f"design_papers_{args.keyword.lower().replace(' ', '_')}" + + if not args.no_date: + args.output = os.path.join(DATA_DIR, f"{base_filename}_{current_date}.json") + else: + args.output = os.path.join(DATA_DIR, f"{base_filename}.json") + + if args.html is None: + base_filename = "design_papers" + if args.keyword: + # Add keyword to filename if provided + base_filename = f"design_papers_{args.keyword.lower().replace(' ', '_')}" + + if not args.no_date: + args.html = os.path.join(DIGEST_DIR, f"{base_filename}_{current_date}.html") + else: + args.html = os.path.join(DIGEST_DIR, f"{base_filename}.html") + + logger.info(f"Looking for design papers in the past {args.days} days") + + # Apply pre-filtering to categories + filtered_categories = [cat for cat in args.categories if pre_filter_category(cat, args.keyword)] + logger.info(f"Pre-filtered categories: {', '.join(filtered_categories)}") + + # Get papers for each category and date + dates = get_date_range(args.days) + all_papers = [] + + for category in filtered_categories: + for date_str in dates: + try: + papers = download_papers(category, date_str) + # Apply keyword filter immediately if provided + if args.keyword: + keyword = args.keyword.lower() + papers = [ + p for p in papers + if keyword in p.get("title", "").lower() or + keyword in p.get("abstract", "").lower() or + keyword in p.get("subjects", "").lower() + ] + logger.info(f"Found {len(papers)} papers matching keyword '{args.keyword}' in {category}") + + all_papers.extend(papers) + # Avoid hitting arXiv rate limits + time.sleep(5) + except Exception as e: + logger.error(f"Error downloading papers for {category} on {date_str}: {e}") + + # Remove duplicates (papers can appear in multiple categories) + unique_papers = {} + for paper in all_papers: + paper_id = paper.get("main_page", "").split("/")[-1] + if paper_id and paper_id not in unique_papers: + unique_papers[paper_id] = paper + + all_papers = list(unique_papers.values()) + + # Filter for design automation papers + design_papers = [] + for paper in all_papers: + if is_design_automation_paper(paper): + paper["design_category"] = categorize_design_paper(paper) + paper["design_techniques"] = analyze_design_techniques(paper) + design_papers.append(paper) + + # Sort by date + design_papers.sort(key=lambda p: p.get("main_page", ""), reverse=True) + logger.info(f"Found {len(design_papers)} design automation papers") + + # Add detailed analysis with LLM if requested + if args.analyze and design_papers: + design_papers = analyze_papers_with_llm(design_papers, args.interest) + logger.info("Completed LLM analysis of papers") + + # Print summary to console + for paper in design_papers[:10]: # Print top 10 + print_paper_summary(paper) + + if len(design_papers) > 10: + print(f"...and {len(design_papers) - 10} more papers.") + + # Ensure output directory exists + output_dir = os.path.dirname(args.output) + if output_dir and not os.path.exists(output_dir): + os.makedirs(output_dir, exist_ok=True) + + # Save to file + with open(args.output, "w") as f: + json.dump(design_papers, f, indent=2) + + # Generate HTML report + generate_html_report(design_papers, args.html, args.keyword, args.days) + + logger.info(f"Saved {len(design_papers)} papers to {args.output}") + print(f"\nResults saved to {args.output} and {args.html}") + + if args.analyze: + print("\nPapers have been analyzed with LLM for detailed information.") + print("The HTML report includes comprehensive analysis of each paper.") + +if __name__ == "__main__": + main() \ No newline at end of file diff --git a/src/design/find_design_papers.sh b/src/design/find_design_papers.sh new file mode 100755 index 0000000..223d634 --- /dev/null +++ b/src/design/find_design_papers.sh @@ -0,0 +1,4 @@ +#\!/bin/bash + +# Run the design finder module +python -m src.design_finder "$@" diff --git a/src/design/get_design_papers.sh b/src/design/get_design_papers.sh new file mode 100755 index 0000000..c9c42ab --- /dev/null +++ b/src/design/get_design_papers.sh @@ -0,0 +1,125 @@ +#!/bin/bash +# Simple script to run the design papers crawler + +# Default values +DAYS=7 +OUTPUT="design_papers.json" +EMAIL="" + +# Parse command-line arguments +while [[ $# -gt 0 ]]; do + case $1 in + --days) + DAYS="$2" + shift 2 + ;; + --output) + OUTPUT="$2" + shift 2 + ;; + --email) + EMAIL="$2" + shift 2 + ;; + *) + echo "Unknown option: $1" + exit 1 + ;; + esac +done + +# Run the crawler +echo "Searching for design papers from the last $DAYS days..." +python src/design/find_design_papers.py --days "$DAYS" --output "./data/$OUTPUT" --html "./digest/${OUTPUT%.json}.html" + +# If email is provided, send the results +if [ -n "$EMAIL" ]; then + echo "Sending results to $EMAIL..." + + # Check if the file exists + if [ -f "./data/$OUTPUT" ]; then + # Convert JSON to HTML + HTML_OUTPUT="./digest/${OUTPUT%.json}.html" + python -c " +import json +import sys + +# Read JSON file +with open('./data/$OUTPUT', 'r') as f: + papers = json.load(f) + +# Create HTML +html = ''' + + + + + Design Automation Papers + + + +

Design Automation Papers

+

Found ${len(papers)} papers related to graphic design automation with AI/ML

+''' + +# Add papers +for paper in papers: + html += f''' +
+ +
{paper.get("authors", "Unknown authors")}
+
Category: {paper.get("design_category", "General")} | Subject: {paper.get("subjects", "N/A")}
+
Techniques: {', '.join(paper.get("design_techniques", ["None identified"]))}
+
Evaluation metrics: {', '.join(paper.get("design_metrics", ["None identified"]))}
+
Abstract: {paper.get("abstract", "No abstract available")}
+
+ ''' + +html += ''' + + +''' + +# Ensure directory exists +import os +os.makedirs(os.path.dirname('$HTML_OUTPUT'), exist_ok=True) + +# Write HTML file +with open('$HTML_OUTPUT', 'w') as f: + f.write(html) + +print(f'Created HTML report at {sys.argv[1]}') + " "$HTML_OUTPUT" + + # Send email (requires sendmail) + if command -v sendmail &> /dev/null; then + ( + echo "To: $EMAIL" + echo "From: design-papers@arxivdigest.local" + echo "Subject: Design Automation Papers Report" + echo "Content-Type: text/html" + echo "" + cat "$HTML_OUTPUT" + ) | sendmail -t + echo "Email sent to $EMAIL" + else + echo "Error: sendmail not found. Cannot send email." + echo "You can view the HTML report at $HTML_OUTPUT" + fi + else + echo "Error: Output file $OUTPUT not found." + fi +fi + +echo "Done!" \ No newline at end of file diff --git a/src/design_automation.py b/src/design_automation.py new file mode 100644 index 0000000..c0eb51d --- /dev/null +++ b/src/design_automation.py @@ -0,0 +1,281 @@ +""" +Module for analyzing papers related to AI/ML for graphic design automation. +This module helps identify and analyze papers on automated design, layout generation, +creative AI tools, and related topics. +""" +import logging +import json +from typing import Dict, Any, List, Optional + +# Configure logging +logging.basicConfig(level=logging.INFO) +logger = logging.getLogger(__name__) + +# Design automation keywords for paper filtering +DESIGN_AUTOMATION_KEYWORDS = [ + "design automation", "layout generation", "visual design", "graphic design", + "creative AI", "generative design", "UI generation", "UX automation", + "design system", "composition", "creative workflow", "automated design", + "design tool", "design assistant", "design optimization", "content-aware", + "user interface generation", "visual layout", "image composition" +] + +DESIGN_AUTOMATION_PROMPT = """ +You are a specialized research assistant focused on AI/ML for graphic design automation. + +Analyze this paper from the perspective of AI for graphic design and creative automation: + +Title: {title} +Authors: {authors} +Abstract: {abstract} +Content: {content} + +Please provide a detailed analysis covering: + +1. Design automation focus: What aspect of design does this paper attempt to automate or enhance? +2. Technical approach: What AI/ML techniques are used in the paper for design automation? +3. Visual outputs: What kind of visual artifacts does the system generate? +4. Designer interaction: How does the system interact with human designers? +5. Data requirements: What data does the system use for training or operation? +6. Evaluation metrics: How is the system's design quality evaluated? +7. Real-world applicability: How practical is this approach for professional design workflows? +8. Novelty: What makes this approach unique compared to other design automation systems? +9. Limitations: What are the current limitations of this approach? +10. Future directions: What improvements or extensions are suggested? + +Format your response as JSON with these fields. +""" + +def is_design_automation_paper(paper: Dict[str, Any]) -> bool: + """ + Check if a paper is related to design automation based on keywords. + + Args: + paper: Dictionary with paper details + + Returns: + Boolean indicating if paper is related to design automation + """ + text = ( + (paper.get("title", "") + " " + + paper.get("abstract", "") + " " + + paper.get("subjects", "")).lower() + ) + + return any(keyword.lower() in text for keyword in DESIGN_AUTOMATION_KEYWORDS) + +def categorize_design_paper(paper: Dict[str, Any]) -> str: + """ + Categorize design automation paper into subcategories. + + Args: + paper: Dictionary with paper details + + Returns: + Category name string + """ + text = (paper.get("title", "") + " " + paper.get("abstract", "")).lower() + + categories = { + "Layout Generation": ["layout", "composition", "arrange", "grid"], + "UI/UX Design": ["user interface", "ui", "ux", "interface design", "website"], + "Graphic Design": ["graphic design", "poster", "visual design", "typography"], + "Image Manipulation": ["image editing", "photo", "manipulation", "style transfer"], + "Design Tools": ["tool", "assistant", "workflow", "productivity"], + "3D Design": ["3d", "modeling", "cad", "product design"], + "Multimodal Design": ["multimodal", "text-to-image", "image-to-code"] + } + + matches = [] + for category, keywords in categories.items(): + if any(keyword.lower() in text for keyword in keywords): + matches.append(category) + + if matches: + return ", ".join(matches) + return "General Design Automation" + +def analyze_design_techniques(paper: Dict[str, Any]) -> List[str]: + """ + Extract AI/ML techniques used for design automation in the paper. + + Args: + paper: Dictionary with paper details + + Returns: + List of techniques + """ + text = (paper.get("title", "") + " " + paper.get("abstract", "")).lower() + + techniques = [] + technique_keywords = { + "Generative Adversarial Networks": ["gan", "generative adversarial"], + "Diffusion Models": ["diffusion", "ddpm", "stable diffusion"], + "Transformers": ["transformer", "attention mechanism"], + "Reinforcement Learning": ["reinforcement learning", "rl"], + "Computer Vision": ["computer vision", "vision", "cnn"], + "Graph Neural Networks": ["graph neural", "gnn"], + "Large Language Models": ["llm", "large language model", "gpt"], + "Neural Style Transfer": ["style transfer", "neural style"], + "Evolutionary Algorithms": ["genetic algorithm", "evolutionary"] + } + + for technique, keywords in technique_keywords.items(): + if any(keyword in text for keyword in keywords): + techniques.append(technique) + + return techniques + +def extract_design_metrics(paper: Dict[str, Any]) -> List[str]: + """ + Extract evaluation metrics used for design quality assessment. + + Args: + paper: Dictionary with paper details + + Returns: + List of metrics + """ + text = (paper.get("title", "") + " " + paper.get("abstract", "")).lower() + + metrics = [] + metric_keywords = { + "User Studies": ["user study", "user evaluation", "human evaluation"], + "Aesthetic Measures": ["aesthetic", "beauty", "visual quality"], + "Design Principles": ["design principle", "balance", "harmony", "contrast"], + "Technical Metrics": ["fid", "inception score", "clip score", "psnr"], + "Efficiency Metrics": ["time", "speed", "efficiency"], + "Usability": ["usability", "user experience", "ux", "ease of use"] + } + + for metric, keywords in metric_keywords.items(): + if any(keyword in text for keyword in keywords): + metrics.append(metric) + + return metrics + +def get_related_design_papers(paper_id: str, papers: List[Dict[str, Any]]) -> List[Dict[str, Any]]: + """ + Find papers related to a specific design automation paper. + + Args: + paper_id: ID of the target paper + papers: List of paper dictionaries + + Returns: + List of related papers + """ + target_paper = next((p for p in papers if p.get("main_page", "").endswith(paper_id)), None) + if not target_paper: + return [] + + # Get techniques used in target paper + target_techniques = analyze_design_techniques(target_paper) + target_category = categorize_design_paper(target_paper) + + related_papers = [] + for paper in papers: + if paper.get("main_page", "") == target_paper.get("main_page", ""): + continue + + # Check if paper is on design automation + if not is_design_automation_paper(paper): + continue + + # Check if techniques or categories overlap + paper_techniques = analyze_design_techniques(paper) + paper_category = categorize_design_paper(paper) + + technique_overlap = len(set(target_techniques) & set(paper_techniques)) + category_match = paper_category == target_category + + if technique_overlap > 0 or category_match: + paper["relevance_reason"] = [] + + if technique_overlap > 0: + paper["relevance_reason"].append(f"Uses similar techniques: {', '.join(set(target_techniques) & set(paper_techniques))}") + + if category_match: + paper["relevance_reason"].append(f"Same design category: {paper_category}") + + paper["relevance_score"] = (technique_overlap * 2) + (2 if category_match else 0) + related_papers.append(paper) + + # Sort by relevance score + related_papers.sort(key=lambda x: x.get("relevance_score", 0), reverse=True) + return related_papers[:5] # Return top 5 related papers + +def create_design_analysis_prompt(paper: Dict[str, Any]) -> str: + """ + Create a prompt for analyzing a design automation paper. + + Args: + paper: Dictionary with paper details + + Returns: + Formatted prompt string + """ + return DESIGN_AUTOMATION_PROMPT.format( + title=paper.get("title", ""), + authors=paper.get("authors", ""), + abstract=paper.get("abstract", ""), + content=paper.get("content", "")[:10000] # Limit content length + ) + +def extract_design_capabilities(analysis: Dict[str, Any]) -> Dict[str, Any]: + """ + Extract specific design capabilities from an analysis. + + Args: + analysis: Dictionary with design paper analysis + + Returns: + Dictionary of design capabilities + """ + capabilities = {} + + # Extract design areas + if "Design automation focus" in analysis: + capabilities["design_areas"] = analysis["Design automation focus"] + + # Extract tools that could be replaced + tools = [] + tools_keywords = { + "Adobe Photoshop": ["photoshop", "photo editing", "image manipulation"], + "Adobe Illustrator": ["illustrator", "vector", "illustration"], + "Figma": ["figma", "ui design", "interface design"], + "Sketch": ["sketch", "ui design", "interface design"], + "InDesign": ["indesign", "layout", "publishing"], + "Canva": ["canva", "simple design", "templates"] + } + + for text_field in ["Technical approach", "Design automation focus", "Real-world applicability"]: + if text_field in analysis: + text = analysis[text_field].lower() + for tool, keywords in tools_keywords.items(): + if any(keyword in text for keyword in keywords): + tools.append(tool) + + capabilities["replaceable_tools"] = list(set(tools)) + + # Extract human-in-the-loop vs fully automated + if "Designer interaction" in analysis: + text = analysis["Designer interaction"].lower() + if "fully automated" in text or "automatic" in text or "without human" in text: + capabilities["automation_level"] = "Fully automated" + elif "human-in-the-loop" in text or "collaboration" in text or "assists" in text: + capabilities["automation_level"] = "Human-in-the-loop" + else: + capabilities["automation_level"] = "Hybrid" + + # Extract if it's ready for production + if "Real-world applicability" in analysis: + text = analysis["Real-world applicability"].lower() + if "production ready" in text or "commercially viable" in text or "can be used in real" in text: + capabilities["production_ready"] = True + elif "prototype" in text or "proof of concept" in text or "research" in text or "limitations" in text: + capabilities["production_ready"] = False + else: + capabilities["production_ready"] = "Unclear" + + return capabilities \ No newline at end of file diff --git a/src/design_finder/__init__.py b/src/design_finder/__init__.py new file mode 100644 index 0000000..d54a7b2 --- /dev/null +++ b/src/design_finder/__init__.py @@ -0,0 +1,3 @@ +""" +Design Finder module for finding AI/ML design automation papers on arXiv. +""" \ No newline at end of file diff --git a/src/design_finder/__main__.py b/src/design_finder/__main__.py new file mode 100644 index 0000000..4eaeee4 --- /dev/null +++ b/src/design_finder/__main__.py @@ -0,0 +1,7 @@ +""" +Entry point for design_finder module. +""" +from .main import main + +if __name__ == "__main__": + main() \ No newline at end of file diff --git a/src/design_finder/main.py b/src/design_finder/main.py new file mode 100644 index 0000000..ab6d7f6 --- /dev/null +++ b/src/design_finder/main.py @@ -0,0 +1,324 @@ +""" +Main module for design_finder. +Run with: python -m src.design_finder +""" +import os +import sys +import json +import argparse +import datetime +import logging +from typing import List, Dict, Any + +# Add parent directory to path to import from sibling modules +current_dir = os.path.dirname(os.path.abspath(__file__)) +parent_dir = os.path.dirname(os.path.dirname(current_dir)) +if parent_dir not in sys.path: + sys.path.append(parent_dir) + +from src.download_new_papers import get_papers, _download_new_papers +from src.design_automation import ( + is_design_automation_paper, + categorize_design_paper, + analyze_design_techniques, + extract_design_metrics +) +from src.paths import DATA_DIR, DIGEST_DIR + +# Configure logging +logging.basicConfig( + level=logging.INFO, + format='%(asctime)s - %(name)s - %(levelname)s - %(message)s' +) +logger = logging.getLogger(__name__) + +# Default arXiv categories to search +DEFAULT_CATEGORIES = [ + "cs.CV", # Computer Vision + "cs.GR", # Graphics + "cs.HC", # Human-Computer Interaction + "cs.AI", # Artificial Intelligence + "cs.LG", # Machine Learning + "cs.CL", # Computation and Language (NLP) + "cs.MM", # Multimedia + "cs.SD", # Sound + "cs.RO", # Robotics (for interactive design) + "cs.CY" # Computers and Society +] + +def get_date_range(days_back: int = 7) -> List[str]: + """ + Get a list of dates for the past N days in arXiv format. + + Args: + days_back: Number of days to look back + + Returns: + List of date strings in arXiv format + """ + today = datetime.datetime.now() + dates = [] + + for i in range(days_back): + date = today - datetime.timedelta(days=i) + date_str = date.strftime("%a, %d %b %y") + dates.append(date_str) + + return dates + +def ensure_data_files(categories: List[str], days_back: int = 7) -> None: + """ + Make sure data files exist for the specified categories and date range. + + Args: + categories: List of arXiv category codes + days_back: Number of days to look back + """ + dates = get_date_range(days_back) + + for category in categories: + for date_str in dates: + # Add a delay between requests to avoid being blocked + time.sleep(1) + file_path = os.path.join(DATA_DIR, f"{category}_{date_str}.jsonl") + + if not os.path.exists(file_path): + logger.info(f"Downloading papers for {category} on {date_str}") + try: + _download_new_papers(category) + except Exception as e: + logger.error(f"Error downloading {category} papers for {date_str}: {e}") + +def get_design_papers(categories: List[str], days_back: int = 7) -> List[Dict[str, Any]]: + """ + Get design automation papers from specified categories over a date range. + + Args: + categories: List of arXiv category codes + days_back: Number of days to look back + + Returns: + List of design automation papers + """ + # Ensure data files exist + ensure_data_files(categories, days_back) + + # Collect papers + all_papers = [] + dates = get_date_range(days_back) + + for category in categories: + for date_str in dates: + try: + papers = get_papers(category) + all_papers.extend(papers) + except Exception as e: + logger.warning(f"Could not get papers for {category} on {date_str}: {e}") + + # Remove duplicates (papers can appear in multiple categories) + unique_papers = {} + for paper in all_papers: + paper_id = paper.get("main_page", "").split("/")[-1] + if paper_id and paper_id not in unique_papers: + unique_papers[paper_id] = paper + + # Filter design automation papers + design_papers = [] + for paper_id, paper in unique_papers.items(): + if is_design_automation_paper(paper): + paper["paper_id"] = paper_id + paper["design_category"] = categorize_design_paper(paper) + paper["design_techniques"] = analyze_design_techniques(paper) + paper["design_metrics"] = extract_design_metrics(paper) + design_papers.append(paper) + + # Sort by date (newest first) + design_papers.sort(key=lambda p: p.get("main_page", ""), reverse=True) + + return design_papers + +def print_paper_summary(paper: Dict[str, Any]) -> None: + """ + Print a nice summary of a paper to the console. + + Args: + paper: Paper dictionary + """ + print(f"\n{'=' * 80}") + print(f"TITLE: {paper.get('title', 'No title')}") + print(f"AUTHORS: {paper.get('authors', 'No authors')}") + print(f"URL: {paper.get('main_page', 'No URL')}") + print(f"DESIGN CATEGORY: {paper.get('design_category', 'Unknown')}") + print(f"TECHNIQUES: {', '.join(paper.get('design_techniques', []))}") + print(f"METRICS: {', '.join(paper.get('design_metrics', []))}") + print(f"\nABSTRACT: {paper.get('abstract', 'No abstract')[:500]}...") + print(f"{'=' * 80}\n") + +def generate_html_report(papers: List[Dict[str, Any]], output_file: str) -> None: + """ + Generate an HTML report from papers. + + Args: + papers: List of paper dictionaries + output_file: Path to output HTML file + """ + html = f""" + + + + + Design Automation Papers + + + +

Design Automation Papers

+
+

Found {len(papers)} papers related to graphic design automation with AI/ML

+

Generated on {datetime.datetime.now().strftime("%Y-%m-%d %H:%M:%S")}

+
+ """ + + # Count categories and techniques + categories = {} + techniques = {} + + for paper in papers: + category = paper.get("design_category", "Uncategorized") + if category in categories: + categories[category] += 1 + else: + categories[category] = 1 + + for technique in paper.get("design_techniques", []): + if technique in techniques: + techniques[technique] += 1 + else: + techniques[technique] = 1 + + # Add summary statistics + html += "

Summary Statistics

" + + html += "

Categories:

    " + for category, count in sorted(categories.items(), key=lambda x: x[1], reverse=True): + html += f"
  • {category}: {count} papers
  • " + html += "
" + + html += "

Techniques:

    " + for technique, count in sorted(techniques.items(), key=lambda x: x[1], reverse=True): + html += f"
  • {technique}: {count} papers
  • " + html += "
" + + # Add papers + for paper in papers: + publish_date = paper.get("main_page", "").split("/")[-1][:4] # Extract YYMM from id + + html += f""" +
+ +
{paper.get("authors", "Unknown authors")}
+
arXiv ID: {paper.get("paper_id", "Unknown")}
+
Category: {paper.get("design_category", "General")} | Subject: {paper.get("subjects", "N/A")}
+
Techniques: {', '.join(paper.get("design_techniques", ["None identified"]))}
+
Evaluation metrics: {', '.join(paper.get("design_metrics", ["None identified"]))}
+
Abstract: {paper.get("abstract", "No abstract available")}
+
+ """ + + html += """ + + + + """ + + with open(output_file, "w") as f: + f.write(html) + + logger.info(f"HTML report generated: {output_file}") + +def main(): + """Main function for the design finder module.""" + parser = argparse.ArgumentParser(description="Find the latest graphic design automation papers.") + parser.add_argument("--days", type=int, default=7, help="Number of days to look back") + parser.add_argument("--output", type=str, default="design_papers.json", help="Output JSON file path") + parser.add_argument("--html", type=str, default="design_papers.html", help="Output HTML file path") + parser.add_argument("--categories", type=str, nargs="+", default=DEFAULT_CATEGORIES, + help="arXiv categories to search") + parser.add_argument("--keyword", type=str, help="Additional keyword to filter papers") + parser.add_argument("--technique", type=str, help="Filter by specific technique") + parser.add_argument("--category", type=str, help="Filter by specific design category") + args = parser.parse_args() + + logger.info(f"Looking for design papers in the past {args.days} days") + logger.info(f"Searching categories: {', '.join(args.categories)}") + + # DATA_DIR is already created by paths.py + + # Get design papers + design_papers = get_design_papers(args.categories, args.days) + + # Apply additional filters if specified + if args.keyword: + keyword = args.keyword.lower() + design_papers = [ + p for p in design_papers + if keyword in p.get("title", "").lower() or + keyword in p.get("abstract", "").lower() + ] + logger.info(f"Filtered by keyword '{args.keyword}': {len(design_papers)} papers remaining") + + if args.technique: + technique = args.technique.lower() + design_papers = [ + p for p in design_papers + if any(technique in t.lower() for t in p.get("design_techniques", [])) + ] + logger.info(f"Filtered by technique '{args.technique}': {len(design_papers)} papers remaining") + + if args.category: + category = args.category.lower() + design_papers = [ + p for p in design_papers + if category in p.get("design_category", "").lower() + ] + logger.info(f"Filtered by category '{args.category}': {len(design_papers)} papers remaining") + + logger.info(f"Found {len(design_papers)} design automation papers") + + # Print summary to console + for paper in design_papers[:10]: # Print top 10 + print_paper_summary(paper) + + if len(design_papers) > 10: + print(f"...and {len(design_papers) - 10} more papers.") + + # Save to JSON file in data directory + output_path = os.path.join(DATA_DIR, args.output) + with open(output_path, "w") as f: + json.dump(design_papers, f, indent=2) + + logger.info(f"Saved {len(design_papers)} papers to {output_path}") + + # Generate HTML report in digest directory + html_path = os.path.join(DIGEST_DIR, args.html) + generate_html_report(design_papers, html_path) + + print(f"\nResults saved to {output_path} and {html_path}") + +if __name__ == "__main__": + main() \ No newline at end of file diff --git a/src/design_papers_crawler.py b/src/design_papers_crawler.py new file mode 100644 index 0000000..78641a2 --- /dev/null +++ b/src/design_papers_crawler.py @@ -0,0 +1,194 @@ +#!/usr/bin/env python3 +""" +Design Papers Crawler - A dedicated script to find the latest papers +on graphic design automation using AI/ML/LLM technologies. + +Usage: + python design_papers_crawler.py [--days 7] [--output design_papers.json] +""" + +import os +import sys +import json +import argparse +import datetime +import logging +from typing import List, Dict, Any + +# Add parent directory to path to import from sibling modules +sys.path.append(os.path.dirname(os.path.dirname(os.path.abspath(__file__)))) + +from src.download_new_papers import get_papers, _download_new_papers +from src.design_automation import ( + is_design_automation_paper, + categorize_design_paper, + analyze_design_techniques, + extract_design_metrics +) +from src.paths import DATA_DIR, DIGEST_DIR + +# Configure logging +logging.basicConfig( + level=logging.INFO, + format='%(asctime)s - %(name)s - %(levelname)s - %(message)s' +) +logger = logging.getLogger(__name__) + +# Default arXiv categories to search +DEFAULT_CATEGORIES = [ + "cs.CV", # Computer Vision + "cs.GR", # Graphics + "cs.HC", # Human-Computer Interaction + "cs.AI", # Artificial Intelligence + "cs.LG", # Machine Learning + "cs.CL", # Computation and Language (NLP) + "cs.MM", # Multimedia + "cs.SD", # Sound + "cs.RO", # Robotics (for interactive design) + "cs.CY" # Computers and Society +] + +def get_date_range(days_back: int = 7) -> List[str]: + """ + Get a list of dates for the past N days in arXiv format. + + Args: + days_back: Number of days to look back + + Returns: + List of date strings in arXiv format + """ + today = datetime.datetime.now() + dates = [] + + for i in range(days_back): + date = today - datetime.timedelta(days=i) + date_str = date.strftime("%a, %d %b %y") + dates.append(date_str) + + return dates + +def ensure_data_files(categories: List[str], days_back: int = 7) -> None: + """ + Make sure data files exist for the specified categories and date range. + + Args: + categories: List of arXiv category codes + days_back: Number of days to look back + """ + dates = get_date_range(days_back) + + for category in categories: + for date_str in dates: + file_path = os.path.join(DATA_DIR, f"{category}_{date_str}.jsonl") + + if not os.path.exists(file_path): + logger.info(f"Downloading papers for {category} on {date_str}") + try: + _download_new_papers(category) + except Exception as e: + logger.error(f"Error downloading {category} papers for {date_str}: {e}") + +def get_design_papers(categories: List[str], days_back: int = 7) -> List[Dict[str, Any]]: + """ + Get design automation papers from specified categories over a date range. + + Args: + categories: List of arXiv category codes + days_back: Number of days to look back + + Returns: + List of design automation papers + """ + # Ensure data files exist + ensure_data_files(categories, days_back) + + # Collect papers + all_papers = [] + dates = get_date_range(days_back) + + for category in categories: + for date_str in dates: + try: + papers = get_papers(category) + all_papers.extend(papers) + except Exception as e: + logger.warning(f"Could not get papers for {category} on {date_str}: {e}") + + # Remove duplicates (papers can appear in multiple categories) + unique_papers = {} + for paper in all_papers: + paper_id = paper.get("main_page", "").split("/")[-1] + if paper_id and paper_id not in unique_papers: + unique_papers[paper_id] = paper + + # Filter design automation papers + design_papers = [] + for paper_id, paper in unique_papers.items(): + if is_design_automation_paper(paper): + paper["paper_id"] = paper_id + paper["design_category"] = categorize_design_paper(paper) + paper["design_techniques"] = analyze_design_techniques(paper) + paper["design_metrics"] = extract_design_metrics(paper) + design_papers.append(paper) + + # Sort by date (newest first) + design_papers.sort(key=lambda p: p.get("main_page", ""), reverse=True) + + return design_papers + +def print_paper_summary(paper: Dict[str, Any]) -> None: + """ + Print a nice summary of a paper to the console. + + Args: + paper: Paper dictionary + """ + print(f"\n{'=' * 80}") + print(f"TITLE: {paper.get('title', 'No title')}") + print(f"AUTHORS: {paper.get('authors', 'No authors')}") + print(f"URL: {paper.get('main_page', 'No URL')}") + print(f"DESIGN CATEGORY: {paper.get('design_category', 'Unknown')}") + print(f"TECHNIQUES: {', '.join(paper.get('design_techniques', []))}") + print(f"METRICS: {', '.join(paper.get('design_metrics', []))}") + print(f"\nABSTRACT: {paper.get('abstract', 'No abstract')[:500]}...") + print(f"{'=' * 80}\n") + +def main(): + """Main function to run the design papers crawler.""" + parser = argparse.ArgumentParser(description="Find the latest graphic design automation papers.") + parser.add_argument("--days", type=int, default=7, help="Number of days to look back") + parser.add_argument("--output", type=str, default="design_papers.json", help="Output file path") + parser.add_argument("--categories", type=str, nargs="+", default=DEFAULT_CATEGORIES, + help="arXiv categories to search") + args = parser.parse_args() + + logger.info(f"Looking for design papers in the past {args.days} days") + logger.info(f"Searching categories: {', '.join(args.categories)}") + + # DATA_DIR is already created by paths.py + + # Get design papers + design_papers = get_design_papers(args.categories, args.days) + + logger.info(f"Found {len(design_papers)} design automation papers") + + # Print summary to console + for paper in design_papers[:10]: # Print top 10 + print_paper_summary(paper) + + if len(design_papers) > 10: + print(f"...and {len(design_papers) - 10} more papers.") + + # Determine output path - ensure it's in DATA_DIR + output_path = os.path.join(DATA_DIR, args.output) + + # Save to file + with open(output_path, "w") as f: + json.dump(design_papers, f, indent=2) + + logger.info(f"Saved {len(design_papers)} papers to {output_path}") + print(f"\nResults saved to {output_path}") + +if __name__ == "__main__": + main() \ No newline at end of file diff --git a/src/download_new_papers.py b/src/download_new_papers.py index 54a90da..8e5128f 100644 --- a/src/download_new_papers.py +++ b/src/download_new_papers.py @@ -10,15 +10,26 @@ import datetime import pytz +# Import standardized paths +from paths import DATA_DIR + #Linh - add new def crawl_html_version(html_link) here def crawl_html_version(html_link): main_content = [] try: - html = urllib.request.urlopen(html_link) + # Add user-agent header to appear more like a browser + headers = { + 'User-Agent': 'Mozilla/5.0 (Macintosh; Intel Mac OS X 10_15_7) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/121.0.0.0 Safari/537.36' + } + req = urllib.request.Request(html_link, headers=headers) + html = urllib.request.urlopen(req) except HTTPError as e: - return ["None"] + return f"Error accessing HTML: {str(e)}" + soup = bs(html) content = soup.find('div', attrs={'class': 'ltx_page_content'}) + if not content: + return "Content not available in HTML format" para_list = content.find_all("div", attrs={'class': 'ltx_para'}) for each in para_list: @@ -27,9 +38,14 @@ def crawl_html_version(html_link): #if len(main_content >) #return ''.join(main_content) if len(main_content) < 20000 else ''.join(main_content[:20000]) def _download_new_papers(field_abbr): - NEW_SUB_URL = f'https://arxiv.org/list/{field_abbr}/recent' # https://arxiv.org/list/cs/new + NEW_SUB_URL = f'https://arxiv.org/list/{field_abbr}/new' # https://arxiv.org/list/cs/new print(NEW_SUB_URL) - page = urllib.request.urlopen(NEW_SUB_URL) + # Add user-agent header to appear more like a browser + headers = { + 'User-Agent': 'Mozilla/5.0 (Macintosh; Intel Mac OS X 10_15_7) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/121.0.0.0 Safari/537.36' + } + req = urllib.request.Request(NEW_SUB_URL, headers=headers) + page = urllib.request.urlopen(req) soup = bs(page) content = soup.body.find("div", {'id': 'content'}) @@ -60,19 +76,21 @@ def _download_new_papers(field_abbr): #print(dd_list[i].find("div", {"class": "list-subjects"}).text.replace("Subjects:\n", "").strip()) #TODO: edit the abstract part - it is currently moved - #paper['abstract'] = dd_list[i].find("p", {"class": "mathjax"}).text.replace("\n", " ").strip() - paper['content'] = crawl_html_version(arxiv_html + paper_number + "v1") + paper['abstract'] = dd_list[i].find("p", {"class": "mathjax"}).text.replace("\n", " ").strip() + try: + paper['content'] = crawl_html_version(arxiv_html + paper_number + "v1") + except Exception as e: + paper['content'] = f"Error fetching content: {str(e)}" new_paper_list.append(paper) - # check if ./data exist, if not, create it - if not os.path.exists("./data"): - os.makedirs("./data") + # DATA_DIR is already created by paths.py # save new_paper_list to a jsonl file, with each line as the element of a dictionary date = datetime.date.fromtimestamp(datetime.datetime.now(tz=pytz.timezone("America/New_York")).timestamp()) date = date.strftime("%a, %d %b %y") - with open(f"./data/{field_abbr}_{date}.jsonl", "w") as f: + file_path = os.path.join(DATA_DIR, f"{field_abbr}_{date}.jsonl") + with open(file_path, "w") as f: for paper in new_paper_list: f.write(json.dumps(paper) + "\n") @@ -80,14 +98,15 @@ def _download_new_papers(field_abbr): def get_papers(field_abbr, limit=None): date = datetime.date.fromtimestamp(datetime.datetime.now(tz=pytz.timezone("America/New_York")).timestamp()) date = date.strftime("%a, %d %b %y") - if not os.path.exists(f"./data/{field_abbr}_{date}.jsonl"): + file_path = os.path.join(DATA_DIR, f"{field_abbr}_{date}.jsonl") + if not os.path.exists(file_path): _download_new_papers(field_abbr) results = [] - with open(f"./data/{field_abbr}_{date}.jsonl", "r") as f: + with open(file_path, "r") as f: for i, line in enumerate(f.readlines()): if limit and i == limit: return results results.append(json.loads(line)) return results -#crawl_html_version("https://arxiv.org/html/2404.11972v1") \ No newline at end of file +#crawl_html_version("https://arxiv.org/html/2404.11972v1") diff --git a/src/gemini_utils.py b/src/gemini_utils.py new file mode 100644 index 0000000..81f469f --- /dev/null +++ b/src/gemini_utils.py @@ -0,0 +1,253 @@ +""" +Gemini API integration for ArxivDigest. +This module provides functions to work with Google's Gemini API for paper analysis. +""" +import os +import json +import logging +import time +from typing import List, Dict, Any, Optional + +try: + import google.generativeai as genai + from google.api_core.exceptions import GoogleAPIError + GEMINI_AVAILABLE = True +except ImportError: + GEMINI_AVAILABLE = False + +# Configure logging +logging.basicConfig(level=logging.INFO) +logger = logging.getLogger(__name__) + +class GeminiConfig: + """Configuration for Gemini API calls.""" + def __init__( + self, + temperature: float = 0.4, + max_output_tokens: int = 2048, + top_p: float = 0.95, + top_k: int = 40 + ): + self.temperature = temperature + self.max_output_tokens = max_output_tokens + self.top_p = top_p + self.top_k = top_k + +def setup_gemini_api(api_key: str) -> bool: + """ + Setup the Gemini API with the provided API key. + + Args: + api_key: Gemini API key + + Returns: + bool: True if setup was successful, False otherwise + """ + if not GEMINI_AVAILABLE: + logger.error("Gemini package not installed. Run 'pip install google-generativeai'") + return False + + if not api_key: + logger.error("No Gemini API key provided") + return False + + try: + genai.configure(api_key=api_key) + # Test API connection + models = genai.list_models() + logger.info(f"Successfully connected to Gemini API. Available models: {[m.name for m in models if 'generateContent' in m.supported_generation_methods]}") + return True + except Exception as e: + logger.error(f"Failed to setup Gemini API: {e}") + return False + +def get_gemini_model(model_name: str = "gemini-1.5-flash"): + """ + Get a Gemini model by name. + + Args: + model_name: Name of the Gemini model + + Returns: + Model object or None if not available + """ + if not GEMINI_AVAILABLE: + return None + + try: + model = genai.GenerativeModel(model_name) + return model + except Exception as e: + logger.error(f"Failed to get Gemini model: {e}") + return None + +def analyze_papers_with_gemini( + papers: List[Dict[str, Any]], + query: Dict[str, str], + config: Optional[GeminiConfig] = None, + model_name: str = "gemini-1.5-flash" +) -> List[Dict[str, Any]]: + """ + Analyze papers using the Gemini model. + + Args: + papers: List of paper dictionaries + query: Dictionary with 'interest' key describing research interests + config: GeminiConfig object + model_name: Name of the Gemini model to use + + Returns: + List of papers with added analysis + """ + if not GEMINI_AVAILABLE: + logger.error("Gemini package not installed. Cannot analyze papers.") + return papers + + if not config: + config = GeminiConfig() + + model = get_gemini_model(model_name) + if not model: + return papers + + analyzed_papers = [] + + for paper in papers: + try: + # Prepare prompt + prompt = f""" + You are a research assistant analyzing academic papers in AI and ML. + + Analyze this paper and provide insights based on the user's research interests. + + Research interests: {query['interest']} + + Paper details: + Title: {paper['title']} + Authors: {paper['authors']} + Abstract: {paper['abstract']} + Content: {paper['content'][:5000]} # Limit content length + + Please provide: + 1. Topic classification + 2. Paper's relationship to the user's interests (score 1-10) + 3. Key innovations + 4. Methodology summary + 5. Technical significance + 6. Related research areas + + Format your response as JSON with these fields. + """ + + generation_config = { + "temperature": config.temperature, + "top_p": config.top_p, + "top_k": config.top_k, + "max_output_tokens": config.max_output_tokens, + } + + response = model.generate_content( + prompt, + generation_config=generation_config + ) + + # Extract and parse the response + response_text = response.text + + # Try to extract JSON + try: + start_idx = response_text.find('{') + end_idx = response_text.rfind('}') + 1 + if start_idx >= 0 and end_idx > start_idx: + json_str = response_text[start_idx:end_idx] + gemini_analysis = json.loads(json_str) + + # Add Gemini analysis to paper + paper['gemini_analysis'] = gemini_analysis + else: + logger.warning(f"Could not extract JSON from Gemini response for paper {paper['title']}") + paper['gemini_analysis'] = {"error": "Failed to parse response"} + except json.JSONDecodeError: + logger.warning(f"Failed to parse Gemini response as JSON for paper {paper['title']}") + paper['gemini_analysis'] = {"error": "Failed to parse response"} + + analyzed_papers.append(paper) + + # Avoid rate limiting + time.sleep(1) + + except GoogleAPIError as e: + logger.error(f"Gemini API error: {e}") + paper['gemini_analysis'] = {"error": f"Gemini API error: {str(e)}"} + analyzed_papers.append(paper) + + except Exception as e: + logger.error(f"Error analyzing paper with Gemini: {e}") + paper['gemini_analysis'] = {"error": f"Error: {str(e)}"} + analyzed_papers.append(paper) + + return analyzed_papers + +def get_topic_clustering(papers: List[Dict[str, Any]], model_name: str = "gemini-1.5-flash"): + """ + Cluster papers by topic using Gemini. + + Args: + papers: List of paper dictionaries + model_name: Name of the Gemini model to use + + Returns: + Dictionary with topic clusters + """ + if not GEMINI_AVAILABLE: + logger.error("Gemini package not installed. Cannot cluster papers.") + return {} + + model = get_gemini_model(model_name) + if not model: + return {} + + # Create a condensed representation of the papers + paper_summaries = [] + for i, paper in enumerate(papers): + paper_summaries.append(f"{i+1}. Title: {paper['title']}\nAbstract: {paper['abstract'][:300]}...") + + paper_text = "\n\n".join(paper_summaries) + + prompt = f""" + You are a research librarian organizing academic papers into topic clusters. + + Analyze these papers and group them into 3-7 thematic clusters: + + {paper_text} + + For each cluster: + 1. Provide a descriptive name for the cluster + 2. List the paper numbers that belong to this cluster + 3. Explain why these papers belong together + + Format your response as JSON with these fields: "clusters" (an array of objects with "name", "papers", and "description" fields). + """ + + try: + response = model.generate_content(prompt) + response_text = response.text + + # Try to extract JSON + try: + start_idx = response_text.find('{') + end_idx = response_text.rfind('}') + 1 + if start_idx >= 0 and end_idx > start_idx: + json_str = response_text[start_idx:end_idx] + cluster_data = json.loads(json_str) + return cluster_data + else: + logger.warning("Could not extract JSON from Gemini clustering response") + return {"error": "Failed to parse clustering response"} + except json.JSONDecodeError: + logger.warning("Failed to parse Gemini clustering response as JSON") + return {"error": "Failed to parse clustering response"} + + except Exception as e: + logger.error(f"Error clustering papers with Gemini: {e}") + return {"error": f"Clustering error: {str(e)}"} \ No newline at end of file diff --git a/src/interpretability_analysis.py b/src/interpretability_analysis.py new file mode 100644 index 0000000..b503567 --- /dev/null +++ b/src/interpretability_analysis.py @@ -0,0 +1,232 @@ +""" +Specialized module for mechanistic interpretability and technical AI safety analysis. +""" +import json +import logging +from typing import Dict, Any, List, Optional + +# Configure logging +logging.basicConfig(level=logging.INFO) +logger = logging.getLogger(__name__) + +# Prompts for specialized analysis +MECHANISTIC_INTERPRETABILITY_PROMPT = """ +You are a research assistant specializing in mechanistic interpretability of AI systems. + +Analyze this paper from the perspective of mechanistic interpretability: + +Title: {title} +Authors: {authors} +Abstract: {abstract} +Content: {content} + +Please provide a detailed analysis covering: + +1. Relevance to mechanistic interpretability: How does this paper contribute to understanding the internal workings of models? +2. Interpretability techniques: What specific methods or approaches does the paper use to explain model behavior? +3. Circuit analysis: Does the paper identify specific circuits or computational components within models? +4. Attribution methods: What techniques are used to attribute model outputs to internal components? +5. Novel insights: What new understanding does this paper bring to model internals? +6. Limitations: What are the limitations of the approach from an interpretability perspective? +7. Future directions: What follow-up work would be valuable? +8. Connections to other interpretability research: How does this relate to other work in the field? + +Format your response as JSON with these fields. +""" + +TECHNICAL_AI_SAFETY_PROMPT = """ +You are a research assistant specializing in technical AI safety. + +Analyze this paper from the perspective of technical AI safety: + +Title: {title} +Authors: {authors} +Abstract: {abstract} +Content: {content} + +Please provide a detailed analysis covering: + +1. Relevance to AI safety: How does this paper contribute to building safer AI systems? +2. Safety approaches: What specific methods or approaches does the paper use to improve AI safety? +3. Robustness: How does the paper address model robustness to distribution shifts or adversarial attacks? +4. Alignment: Does the paper discuss techniques for aligning AI systems with human values? +5. Risk assessment: What potential risks or failure modes does the paper address? +6. Monitoring and oversight: What methods are proposed for monitoring or controlling AI systems? +7. Limitations: What are the limitations of the approach from a safety perspective? +8. Future directions: What follow-up work would be valuable for improving safety? + +Format your response as JSON with these fields. +""" + +PROMPT_TEMPLATES = { + "mechanistic_interpretability": MECHANISTIC_INTERPRETABILITY_PROMPT, + "technical_ai_safety": TECHNICAL_AI_SAFETY_PROMPT +} + +def extract_json_from_text(text: str) -> Dict[str, Any]: + """ + Attempt to extract JSON from text, handling various formats. + + Args: + text: String potentially containing JSON + + Returns: + Extracted JSON as a dictionary, or error dictionary + """ + try: + # Look for JSON-like structures + start_idx = text.find('{') + end_idx = text.rfind('}') + 1 + + if start_idx >= 0 and end_idx > start_idx: + json_str = text[start_idx:end_idx] + return json.loads(json_str) + else: + return {"error": "Could not find JSON in text", "raw_text": text} + except json.JSONDecodeError: + return {"error": "Failed to parse as JSON", "raw_text": text} + +def create_analysis_prompt(paper: Dict[str, Any], analysis_type: str) -> str: + """ + Create a prompt for specialized analysis. + + Args: + paper: Dictionary with paper details + analysis_type: Type of analysis to perform + + Returns: + Formatted prompt string + """ + if analysis_type not in PROMPT_TEMPLATES: + raise ValueError(f"Unknown analysis type: {analysis_type}") + + prompt_template = PROMPT_TEMPLATES[analysis_type] + + return prompt_template.format( + title=paper.get("title", ""), + authors=paper.get("authors", ""), + abstract=paper.get("abstract", ""), + content=paper.get("content", "")[:10000] # Limit content length + ) + +def analyze_interpretability_circuits(paper: Dict[str, Any], response: Dict[str, Any]) -> Dict[str, Any]: + """ + Perform additional circuit analysis based on paper content and initial response. + + Args: + paper: Dictionary with paper details + response: Initial analysis response + + Returns: + Enhanced analysis with circuit information + """ + # This is a placeholder for more sophisticated circuit analysis + # In a real implementation, this would use specialized tools to analyze + # neural network circuits mentioned in the paper + + # Extract potential circuit descriptions from paper content + circuit_mentions = [] + + content = paper.get("content", "").lower() + circuit_keywords = ["circuit", "attention head", "neuron", "mlp", "weight", "activation"] + + for keyword in circuit_keywords: + if keyword in content: + # Very simple extraction - in reality would use more sophisticated NLP + start_idx = content.find(keyword) + if start_idx >= 0: + excerpt = content[max(0, start_idx-50):min(len(content), start_idx+100)] + circuit_mentions.append(excerpt) + + # Add circuit information to response + enhanced_response = response.copy() + enhanced_response["circuit_mentions"] = circuit_mentions[:5] # Limit to 5 mentions + enhanced_response["circuit_analysis_performed"] = len(circuit_mentions) > 0 + + return enhanced_response + +def get_paper_relation_to_ai_safety(paper: Dict[str, Any]) -> str: + """ + Determine how a paper relates to AI safety research. + + Args: + paper: Dictionary with paper details + + Returns: + Description of relation to AI safety + """ + # Simple keyword-based approach + safety_keywords = { + "alignment": "AI alignment", + "safety": "AI safety", + "robustness": "Model robustness", + "adversarial": "Adversarial robustness", + "bias": "Bias mitigation", + "fairness": "Fairness", + "transparency": "Transparency", + "interpretability": "Interpretability", + "explainability": "Explainability", + "oversight": "AI oversight", + "control": "AI control", + "verification": "Formal verification", + "monitoring": "AI monitoring" + } + + relation = [] + content = (paper.get("abstract", "") + " " + paper.get("title", "")).lower() + + for keyword, category in safety_keywords.items(): + if keyword in content: + relation.append(category) + + if relation: + return ", ".join(set(relation)) + else: + return "No direct relation to AI safety identified" + +def analyze_multi_agent_safety(paper: Dict[str, Any]) -> Dict[str, Any]: + """ + Analyze multi-agent safety aspects of a paper. + + Args: + paper: Dictionary with paper details + + Returns: + Multi-agent safety analysis + """ + # Check if paper mentions multi-agent systems + content = (paper.get("abstract", "") + " " + paper.get("title", "")).lower() + + multi_agent_keywords = [ + "multi-agent", "multiagent", "agent cooperation", "agent competition", + "game theory", "nash equilibrium", "cooperative ai", "collaborative ai" + ] + + is_multi_agent = any(keyword in content for keyword in multi_agent_keywords) + + if not is_multi_agent: + return {"is_multi_agent_focused": False} + + # Simple analysis of multi-agent safety aspects + safety_aspects = [] + + if "cooperation" in content or "collaborative" in content or "coordination" in content: + safety_aspects.append("Agent cooperation") + + if "competition" in content or "adversarial" in content: + safety_aspects.append("Agent competition") + + if "equilibrium" in content or "game theory" in content: + safety_aspects.append("Game theoretic analysis") + + if "incentive" in content or "reward" in content: + safety_aspects.append("Incentive design") + + if "communication" in content: + safety_aspects.append("Agent communication") + + return { + "is_multi_agent_focused": True, + "multi_agent_safety_aspects": safety_aspects, + "summary": f"This paper focuses on multi-agent systems, specifically addressing: {', '.join(safety_aspects)}" if safety_aspects else "This paper discusses multi-agent systems but doesn't specifically address safety aspects." + } \ No newline at end of file diff --git a/src/model_manager.py b/src/model_manager.py new file mode 100644 index 0000000..b690f32 --- /dev/null +++ b/src/model_manager.py @@ -0,0 +1,423 @@ +""" +Model Manager module to handle different LLM providers. +This provides a unified interface for working with different LLM providers. +""" +import os +import json +import logging +import time +from typing import Dict, List, Any, Optional, Union, Tuple +from enum import Enum + +import openai +try: + import google.generativeai as genai + GEMINI_AVAILABLE = True +except ImportError: + GEMINI_AVAILABLE = False + +try: + import anthropic + ANTHROPIC_AVAILABLE = True +except ImportError: + ANTHROPIC_AVAILABLE = False + +# Configure logging +logging.basicConfig(level=logging.INFO) +logger = logging.getLogger(__name__) + +class ModelProvider(Enum): + OPENAI = "openai" + GEMINI = "gemini" + ANTHROPIC = "anthropic" + +class ModelManager: + """Manager for handling different LLM providers.""" + + def __init__(self): + self.providers = {} + self.available_models = {} + + def register_openai(self, api_key: str) -> bool: + """Register OpenAI as a provider.""" + if not api_key: + logger.error("No OpenAI API key provided") + return False + + try: + openai.api_key = api_key + # Test API connection + models = openai.Model.list() + self.providers[ModelProvider.OPENAI] = True + self.available_models[ModelProvider.OPENAI] = [model.id for model in models.data] + logger.info(f"Successfully connected to OpenAI API. Available models: {self.available_models[ModelProvider.OPENAI]}") + return True + except Exception as e: + logger.error(f"Failed to setup OpenAI API: {e}") + return False + + def register_gemini(self, api_key: str) -> bool: + """Register Gemini as a provider.""" + if not GEMINI_AVAILABLE: + logger.error("Gemini package not installed. Run 'pip install google-generativeai'") + return False + + if not api_key: + logger.error("No Gemini API key provided") + return False + + try: + genai.configure(api_key=api_key) + # Test API connection + models = genai.list_models() + self.providers[ModelProvider.GEMINI] = True + self.available_models[ModelProvider.GEMINI] = [m.name for m in models if 'generateContent' in m.supported_generation_methods] + logger.info(f"Successfully connected to Gemini API. Available models: {self.available_models[ModelProvider.GEMINI]}") + return True + except Exception as e: + logger.error(f"Failed to setup Gemini API: {e}") + return False + + def register_anthropic(self, api_key: str) -> bool: + """Register Anthropic/Claude as a provider.""" + if not ANTHROPIC_AVAILABLE: + logger.error("Anthropic package not installed. Run 'pip install anthropic'") + return False + + if not api_key: + logger.error("No Anthropic API key provided") + return False + + try: + self.anthropic_client = anthropic.Anthropic(api_key=api_key) + # Test API connection by listing models + models = self.anthropic_client.models.list() + self.providers[ModelProvider.ANTHROPIC] = True + self.available_models[ModelProvider.ANTHROPIC] = [model.id for model in models.data] + logger.info(f"Successfully connected to Anthropic API. Available models: {self.available_models[ModelProvider.ANTHROPIC]}") + return True + except Exception as e: + logger.error(f"Failed to setup Anthropic API: {e}") + return False + + def is_provider_available(self, provider: ModelProvider) -> bool: + """Check if a provider is available.""" + return provider in self.providers and self.providers[provider] + + def get_available_providers(self) -> List[ModelProvider]: + """Get a list of available providers.""" + return [provider for provider in self.providers if self.providers[provider]] + + def get_provider_models(self, provider: ModelProvider) -> List[str]: + """Get available models for a provider.""" + if provider in self.available_models: + return self.available_models[provider] + return [] + + def analyze_papers( + self, + papers: List[Dict[str, Any]], + query: Dict[str, str], + providers: List[ModelProvider] = None, + model_names: Dict[ModelProvider, str] = None, + threshold_score: int = 7, + ) -> Tuple[List[Dict[str, Any]], bool]: + """ + Analyze papers using multiple model providers. + + Args: + papers: List of paper dictionaries + query: Dictionary with 'interest' key describing research interests + providers: List of providers to use (defaults to all available) + model_names: Dictionary mapping providers to model names + threshold_score: Minimum score for a paper to be considered relevant + + Returns: + Tuple of (list of papers with analysis, hallucination flag) + """ + if not providers: + providers = self.get_available_providers() + + if not model_names: + model_names = {} + + # Default model names if not specified + default_models = { + ModelProvider.OPENAI: "gpt-3.5-turbo-16k", + ModelProvider.GEMINI: "gemini-1.5-flash", + ModelProvider.ANTHROPIC: "claude-3-opus-20240229" + } + + # Use default models if not specified + for provider in providers: + if provider not in model_names: + model_names[provider] = default_models.get(provider) + + # Check if any providers are available + if not any(self.is_provider_available(provider) for provider in providers): + logger.error("No available providers for paper analysis") + return papers, False + + analyzed_papers = [] + hallucination = False + + # Import the modules here to avoid circular imports + if ModelProvider.OPENAI in providers and self.is_provider_available(ModelProvider.OPENAI): + from relevancy import generate_relevance_score + try: + analyzed_papers, hallu = generate_relevance_score( + papers, + query=query, + model_name=model_names[ModelProvider.OPENAI], + threshold_score=threshold_score, + num_paper_in_prompt=2 + ) + hallucination = hallucination or hallu + except Exception as e: + logger.error(f"Error analyzing papers with OpenAI: {e}") + + # Add Gemini analysis if available + if ModelProvider.GEMINI in providers and self.is_provider_available(ModelProvider.GEMINI): + # Import locally to avoid circular imports + from gemini_utils import analyze_papers_with_gemini + + try: + if not analyzed_papers: # If OpenAI analysis failed or was not used + analyzed_papers = papers + + analyzed_papers = analyze_papers_with_gemini( + analyzed_papers, + query=query, + model_name=model_names[ModelProvider.GEMINI] + ) + except Exception as e: + logger.error(f"Error analyzing papers with Gemini: {e}") + + # Add Anthropic/Claude analysis if available + if ModelProvider.ANTHROPIC in providers and self.is_provider_available(ModelProvider.ANTHROPIC): + # TODO: Implement Anthropic/Claude analysis + pass + + return analyzed_papers, hallucination + + def get_mechanistic_interpretability_analysis( + self, + paper: Dict[str, Any], + provider: ModelProvider = None, + model_name: str = None + ) -> Dict[str, Any]: + """ + Get specialized mechanistic interpretability analysis for a paper. + + Args: + paper: Paper dictionary + provider: Provider to use (defaults to first available) + model_name: Model name to use + + Returns: + Dictionary with mechanistic interpretability analysis + """ + # Import interpretability analysis functions + from interpretability_analysis import ( + create_analysis_prompt, + extract_json_from_text, + analyze_interpretability_circuits, + get_paper_relation_to_ai_safety + ) + + if not provider: + available_providers = self.get_available_providers() + if not available_providers: + logger.error("No available providers for mechanistic interpretability analysis") + return {"error": "No available providers"} + provider = available_providers[0] + + if not model_name: + # Use more powerful models for specialized analysis + default_models = { + ModelProvider.OPENAI: "gpt-4", + ModelProvider.GEMINI: "gemini-2.0-flash", + ModelProvider.ANTHROPIC: "claude-3-opus-20240229" + } + model_name = default_models.get(provider) + + if not self.is_provider_available(provider): + logger.error(f"Provider {provider} is not available") + return {"error": f"Provider {provider} is not available"} + + # Get specialized prompt + prompt = create_analysis_prompt(paper, "mechanistic_interpretability") + + # Process based on provider + if provider == ModelProvider.OPENAI: + try: + response = openai.ChatCompletion.create( + model=model_name, + messages=[ + {"role": "system", "content": "You are a specialist in mechanistic interpretability and AI safety."}, + {"role": "user", "content": prompt} + ], + temperature=0.3, + max_tokens=2048 + ) + + # Extract JSON from response + content = response.choices[0].message.content + analysis = extract_json_from_text(content) + + # Add additional circuit analysis if there's no error + if "error" not in analysis: + analysis = analyze_interpretability_circuits(paper, analysis) + analysis["ai_safety_relation"] = get_paper_relation_to_ai_safety(paper) + + return analysis + + except Exception as e: + logger.error(f"Error getting mechanistic interpretability analysis with OpenAI: {e}") + return {"error": f"OpenAI error: {str(e)}"} + + elif provider == ModelProvider.GEMINI and GEMINI_AVAILABLE: + try: + model = genai.GenerativeModel(model_name) + response = model.generate_content(prompt) + + # Extract JSON from response + content = response.text + analysis = extract_json_from_text(content) + + # Add additional circuit analysis if there's no error + if "error" not in analysis: + analysis = analyze_interpretability_circuits(paper, analysis) + analysis["ai_safety_relation"] = get_paper_relation_to_ai_safety(paper) + + return analysis + + except Exception as e: + logger.error(f"Error getting mechanistic interpretability analysis with Gemini: {e}") + return {"error": f"Gemini error: {str(e)}"} + + elif provider == ModelProvider.ANTHROPIC and ANTHROPIC_AVAILABLE: + try: + response = self.anthropic_client.messages.create( + model=model_name, + max_tokens=2048, + temperature=0.3, + system="You are a specialist in mechanistic interpretability and AI safety.", + messages=[ + {"role": "user", "content": prompt} + ] + ) + + # Extract JSON from response + content = response.content[0].text + analysis = extract_json_from_text(content) + + # Add additional circuit analysis if there's no error + if "error" not in analysis: + analysis = analyze_interpretability_circuits(paper, analysis) + analysis["ai_safety_relation"] = get_paper_relation_to_ai_safety(paper) + + return analysis + + except Exception as e: + logger.error(f"Error getting mechanistic interpretability analysis with Claude: {e}") + return {"error": f"Claude error: {str(e)}"} + + return {"error": "Unsupported provider or configuration"} + + def analyze_design_automation( + self, + paper: Dict[str, Any], + provider: ModelProvider = None, + model_name: str = None + ) -> Dict[str, Any]: + """ + Get specialized analysis for design automation papers. + + Args: + paper: Paper dictionary + provider: Provider to use (defaults to first available) + model_name: Model name to use + + Returns: + Dictionary with design automation analysis + """ + # Import design automation functions + from design_automation import ( + create_design_analysis_prompt, + extract_design_capabilities + ) + from interpretability_analysis import extract_json_from_text + + if not provider: + available_providers = self.get_available_providers() + if not available_providers: + logger.error("No available providers for design automation analysis") + return {"error": "No available providers"} + provider = available_providers[0] + + if not model_name: + # Use appropriate models for design analysis + default_models = { + ModelProvider.OPENAI: "gpt-4", + ModelProvider.GEMINI: "gemini-2.0-flash", + ModelProvider.ANTHROPIC: "claude-3-sonnet-20240229" + } + model_name = default_models.get(provider) + + if not self.is_provider_available(provider): + logger.error(f"Provider {provider} is not available") + return {"error": f"Provider {provider} is not available"} + + # Get specialized prompt + prompt = create_design_analysis_prompt(paper) + + # Process based on provider + try: + analysis = None + + if provider == ModelProvider.OPENAI: + response = openai.ChatCompletion.create( + model=model_name, + messages=[ + {"role": "system", "content": "You are a specialist in AI for design automation."}, + {"role": "user", "content": prompt} + ], + temperature=0.3, + max_tokens=2048 + ) + content = response.choices[0].message.content + analysis = extract_json_from_text(content) + + elif provider == ModelProvider.GEMINI and GEMINI_AVAILABLE: + model = genai.GenerativeModel(model_name) + response = model.generate_content(prompt) + content = response.text + analysis = extract_json_from_text(content) + + elif provider == ModelProvider.ANTHROPIC and ANTHROPIC_AVAILABLE: + response = self.anthropic_client.messages.create( + model=model_name, + max_tokens=2048, + temperature=0.3, + system="You are a specialist in AI for design automation.", + messages=[ + {"role": "user", "content": prompt} + ] + ) + content = response.content[0].text + analysis = extract_json_from_text(content) + + # Enhance analysis with design capabilities if successful + if analysis and "error" not in analysis: + capabilities = extract_design_capabilities(analysis) + analysis["capabilities"] = capabilities + + return analysis or {"error": "Failed to generate analysis"} + + except Exception as e: + logger.error(f"Error analyzing design automation paper: {e}") + return {"error": f"Analysis error: {str(e)}"} + +# Create a singleton instance +model_manager = ModelManager() \ No newline at end of file diff --git a/src/paths.py b/src/paths.py new file mode 100644 index 0000000..911779e --- /dev/null +++ b/src/paths.py @@ -0,0 +1,17 @@ +""" +Common path definitions for ArxivDigest-extra. +This module provides consistent paths throughout the application. +""" +import os + +# Get the project root directory +ROOT_DIR = os.path.dirname(os.path.dirname(os.path.abspath(__file__))) + +# Define common directories +DATA_DIR = os.path.join(ROOT_DIR, "data") +DIGEST_DIR = os.path.join(ROOT_DIR, "digest") +SRC_DIR = os.path.join(ROOT_DIR, "src") + +# Create directories if they don't exist +for directory in [DATA_DIR, DIGEST_DIR]: + os.makedirs(directory, exist_ok=True) \ No newline at end of file diff --git a/src/relevancy.py b/src/relevancy.py index f6c1a08..7b6ac2d 100644 --- a/src/relevancy.py +++ b/src/relevancy.py @@ -1,7 +1,6 @@ """ run: python -m relevancy run_all_day_paper \ - --output_dir ./data \ --model_name="gpt-3.5-turbo-16k" \ """ import time @@ -16,6 +15,8 @@ import tqdm import utils +from paths import DATA_DIR + def encode_prompt(query, prompt_papers): """Encode multiple prompt instructions into a single string.""" @@ -46,7 +47,25 @@ def post_process_chat_gpt_response(paper_data, response, threshold_score=7): selected_data = [] if response is None: return [] - json_items = response['message']['content'].replace("\n\n", "\n").split("\n") + + # Handle both old and new API response formats + if isinstance(response, dict) and 'message' in response: + # Old API format + content = response['message']['content'] + elif hasattr(response, 'choices') and len(response.choices) > 0: + # New API format (OpenAI Client) + content = response.choices[0].message.content + else: + # Fallback to dictionary access + try: + content = response.get('choices', [{}])[0].get('message', {}).get('content', '') + except Exception: + content = '' + + if not content: + return [], False + + json_items = content.replace("\n\n", "\n").split("\n") pattern = r"^\d+\. |\\" import pprint @@ -55,21 +74,12 @@ def try_loads(line): return json.loads(re.sub(pattern, "", line)) except json.JSONDecodeError: return None + score_items = [] try: - # score_items = [ - # json.loads(re.sub(pattern, "", line)) - # for line in json_items if (is_json(line) and "relevancy score" in line.lower())] for line in json_items: if is_json(line) and "relevancy score" in line.lower(): score_items.append(json.loads(re.sub(pattern, "", line))) - #elif - - # score_items = [ - # loaded_json - # for line in json_items if (is_json(line) and "relevancy score" in line.lower()) - # for loaded_json in [try_loads(line)] if loaded_json is not None - # ] except Exception as e: pprint.pprint([re.sub(pattern, "", line) for line in json_items if "relevancy score" in line.lower()]) try: @@ -78,6 +88,7 @@ def try_loads(line): score_items = [] print(e) raise RuntimeError("failed") + pprint.pprint(score_items) scores = [] for item in score_items: @@ -86,6 +97,7 @@ def try_loads(line): scores.append(int(temp.split("/")[0])) else: scores.append(int(temp)) + if len(score_items) != len(paper_data): score_items = score_items[:len(paper_data)] hallucination = True @@ -105,6 +117,7 @@ def try_loads(line): output_str += str(key) + ": " + str(value) + "\n" paper_data[idx]['summarized_text'] = output_str selected_data.append(paper_data[idx]) + return selected_data, hallucination @@ -167,7 +180,6 @@ def generate_relevance_score( def run_all_day_paper( query={"interest":"Computer Science", "subjects":["Machine Learning", "Computation and Language", "Artificial Intelligence", "Information Retrieval"]}, date=None, - data_dir="../data", model_name="gpt-3.5-turbo-16k", threshold_score=7, num_paper_in_prompt=2, @@ -179,7 +191,8 @@ def run_all_day_paper( # string format such as Wed, 10 May 23 print ("the date for the arxiv data is: ", date) - all_papers = [json.loads(l) for l in open(f"{data_dir}/{date}.jsonl", "r")] + file_path = os.path.join(DATA_DIR, f"{date}.jsonl") + all_papers = [json.loads(l) for l in open(file_path, "r")] print (f"We found {len(all_papers)}.") all_papers_in_subjects = [ @@ -188,7 +201,8 @@ def run_all_day_paper( ] print(f"After filtering subjects, we have {len(all_papers_in_subjects)} papers left.") ans_data = generate_relevance_score(all_papers_in_subjects, query, model_name, threshold_score, num_paper_in_prompt, temperature, top_p) - utils.write_ans_to_file(ans_data, date, output_dir="../outputs") + from paths import DIGEST_DIR + utils.write_ans_to_file(ans_data, date, output_dir=DIGEST_DIR) return ans_data diff --git a/src/relevancy_prompt.txt b/src/relevancy_prompt.txt index 609af77..d94a076 100644 --- a/src/relevancy_prompt.txt +++ b/src/relevancy_prompt.txt @@ -1,8 +1,26 @@ -You have been asked to read a list of a few arxiv papers, each with title, authors and abstract. -Based on my specific research interests, relevancy score out of 10 for each paper, based on my specific research interest, with a higher score indicating greater relevance. A relevance score more than 7 will need person's attention for details. -Additionally, please generate summary, for each paper explaining why it's relevant to my research interests. -Please keep the paper order the same as in the input list, with one json format per line. Example is: +You are a research assistant with expertise in analyzing academic papers, particularly in AI and machine learning. You've been asked to thoroughly analyze a list of arXiv papers, each with title, authors, abstract, and content. -1. {"Relevancy score": "an integer score out of 10", "Reasons for match": "1-2 sentence short reasonings", "Goal": "What kind of pain points the paper is trying to solve?", "Data": "Summary of the data source used in the paper", "Methodology": "Summary of methodologies used in the paper", "Git": "Link to the code repo (if available)", "Experiments & Results": "Summary of any experiments & its results", "Discussion & Next steps": "Further discussion and next steps of the research"} +For each paper, provide: +1. A relevancy score out of 10 based on my specific research interests, with a higher score indicating greater relevance. A score of 7 or higher means this paper deserves special attention. +2. A comprehensive analysis that would help me understand the paper's value and contributions without having to read the entire paper. -My research interests are: NLP, RAGs, LLM, Information Retrieval, Optmization in Machine learning, Data science, Generative AI, Optimization in LLM, Finance modelling ... \ No newline at end of file +Please maintain the original paper order in your response, with one JSON object per line. Format: + +1. { + "Relevancy score": "an integer score out of 10", + "Reasons for match": "A detailed paragraph explaining why this paper aligns with my research interests, highlighting specific concepts, methodologies, or findings that match my interests", + "Key innovations": "2-3 bullet points describing the main contributions and what makes this paper novel", + "Critical analysis": "A thoughtful paragraph evaluating the strengths and potential limitations of the approach", + "Goal": "What specific problem or research gap does this paper address?", + "Data": "Detailed description of datasets used, including size, characteristics, and any novel data processing techniques", + "Methodology": "Comprehensive explanation of the methods, algorithms, and technical approach", + "Implementation details": "Information about model architecture, hyperparameters, training procedures, and computational requirements", + "Git": "Link to code repository if available, or note if code is not yet released", + "Experiments & Results": "Analysis of experimental setup, key results, and how they compare to prior work or baselines", + "Discussion & Next steps": "The authors' own conclusions, limitations they identified, and future research directions", + "Related work": "How this paper relates to similar recent papers in the field", + "Practical applications": "How the findings could be applied in real-world scenarios", + "Key takeaways": "3-5 bullet points summarizing the most important insights from this paper" +} + +My research interests are: AI Alignment, AI safety, Mechanistic Interpretability, Explainable AI, RAGs, Information Retrieval, Large Language Models, Multimodal Learning, Generative AI, Optimization in LLM, Model Efficiency, Fine-tuning Techniques, Prompt Engineering, and AI Evaluation Metrics. \ No newline at end of file diff --git a/src/utils.py b/src/utils.py index c4f5226..70bc2bc 100644 --- a/src/utils.py +++ b/src/utils.py @@ -6,14 +6,20 @@ import sys import time import json -from typing import Optional, Sequence, Union +from typing import Optional, Sequence, Union, Dict, Any import openai import tqdm -from openai import openai_object import copy -StrOrOpenAIObject = Union[str, openai_object.OpenAIObject] +# Handle both old and new OpenAI SDK versions +try: + from openai import openai_object + StrOrOpenAIObject = Union[str, openai_object.OpenAIObject] + OPENAI_OLD_API = True +except ImportError: + StrOrOpenAIObject = Union[str, Dict[str, Any]] + OPENAI_OLD_API = False openai_org = os.getenv("OPENAI_ORG") @@ -107,25 +113,87 @@ def openai_completion( **batch_decoding_args.__dict__, **decoding_kwargs, ) - if is_chat_model: - completion_batch = openai.ChatCompletion.create( - messages=[ - {"role": "system", "content": "You are a helpful assistant."}, - {"role": "user", "content": prompt_batch[0]} - ], - **shared_kwargs - ) + + if OPENAI_OLD_API: + # Use old API format + if is_chat_model: + completion_batch = openai.ChatCompletion.create( + messages=[ + {"role": "system", "content": "You are a helpful assistant."}, + {"role": "user", "content": prompt_batch[0]} + ], + **shared_kwargs + ) + else: + completion_batch = openai.Completion.create(prompt=prompt_batch, **shared_kwargs) + + choices = completion_batch.choices + + for choice in choices: + choice["total_tokens"] = completion_batch.usage.total_tokens else: - completion_batch = openai.Completion.create(prompt=prompt_batch, **shared_kwargs) - - choices = completion_batch.choices - - for choice in choices: - choice["total_tokens"] = completion_batch.usage.total_tokens + # Use new API format + client = openai.OpenAI() + + if is_chat_model: + completion_batch = client.chat.completions.create( + model=model_name, + messages=[ + {"role": "system", "content": "You are a helpful assistant."}, + {"role": "user", "content": prompt_batch[0]} + ], + temperature=batch_decoding_args.temperature, + max_tokens=batch_decoding_args.max_tokens, + top_p=batch_decoding_args.top_p, + n=batch_decoding_args.n, + stream=batch_decoding_args.stream, + presence_penalty=batch_decoding_args.presence_penalty, + frequency_penalty=batch_decoding_args.frequency_penalty, + **decoding_kwargs + ) + + # Convert completion to dictionary format for consistency + choices = [] + for choice in completion_batch.choices: + choice_dict = { + "message": { + "content": choice.message.content, + "role": choice.message.role + }, + "index": choice.index, + "finish_reason": choice.finish_reason, + "total_tokens": completion_batch.usage.total_tokens + } + choices.append(choice_dict) + else: + completion_batch = client.completions.create( + model=model_name, + prompt=prompt_batch, + temperature=batch_decoding_args.temperature, + max_tokens=batch_decoding_args.max_tokens, + top_p=batch_decoding_args.top_p, + n=batch_decoding_args.n, + stream=batch_decoding_args.stream, + presence_penalty=batch_decoding_args.presence_penalty, + frequency_penalty=batch_decoding_args.frequency_penalty, + **decoding_kwargs + ) + + # Convert completion to dictionary format for consistency + choices = [] + for choice in completion_batch.choices: + choice_dict = { + "text": choice.text, + "index": choice.index, + "finish_reason": choice.finish_reason, + "total_tokens": completion_batch.usage.total_tokens + } + choices.append(choice_dict) + completions.extend(choices) break - except openai.error.OpenAIError as e: - logging.warning(f"OpenAIError: {e}.") + except Exception as e: + logging.warning(f"OpenAI API Error: {e}.") if "Please reduce your prompt" in str(e): batch_decoding_args.max_tokens = int(batch_decoding_args.max_tokens * 0.8) logging.warning(f"Reducing target length to {batch_decoding_args.max_tokens}, Retrying...") @@ -139,7 +207,11 @@ def openai_completion( continue if return_text: - completions = [completion.text for completion in completions] + if is_chat_model: + completions = [completion.get("message", {}).get("content", "") for completion in completions] + else: + completions = [completion.get("text", "") for completion in completions] + if decoding_args.n > 1: # make completions a nested list, where each entry is a consecutive decoding_args.n of original entries. completions = [completions[i : i + decoding_args.n] for i in range(0, len(completions), decoding_args.n)] From 23c38b5f24b86f9f4369410832d9cfb192f98539 Mon Sep 17 00:00:00 2001 From: linhkid Date: Sun, 6 Apr 2025 15:20:58 +0700 Subject: [PATCH 20/28] ok for now --- README.md | 2 +- config.yaml | 2 +- run.sh | 5 + src/app.py | 855 ------------------------------- src/app_new.py | 540 ++++++++++++++++--- src/design/find_design_papers.py | 9 + src/gemini_utils.py | 31 +- src/relevancy.py | 30 +- 8 files changed, 541 insertions(+), 933 deletions(-) create mode 100755 run.sh delete mode 100644 src/app.py diff --git a/README.md b/README.md index ce1e767..24ef775 100644 --- a/README.md +++ b/README.md @@ -137,7 +137,7 @@ topic: "Computer Science" categories: ["Artificial Intelligence", "Computation and Language", "Machine Learning", "Information Retrieval"] # Minimum relevance score (1-10) -threshold: 7 +threshold: 2 # Your research interests in natural language interest: | diff --git a/config.yaml b/config.yaml index 8107606..ed63acf 100644 --- a/config.yaml +++ b/config.yaml @@ -9,7 +9,7 @@ categories: ["Artificial Intelligence", "Computation and Language", "Machine Lea # will have their papers filtered out. # # Must be within 1-10 -threshold: 7 +threshold: 2 # A natural language statement that the large language model will use to judge which papers are relevant # diff --git a/run.sh b/run.sh new file mode 100755 index 0000000..68f03fa --- /dev/null +++ b/run.sh @@ -0,0 +1,5 @@ +#!/bin/bash +# Run the ArxivDigest-extra app using the latest version +echo "Starting ArxivDigest-extra..." +cd "$(dirname "$0")" +python src/app_new.py \ No newline at end of file diff --git a/src/app.py b/src/app.py deleted file mode 100644 index c823f42..0000000 --- a/src/app.py +++ /dev/null @@ -1,855 +0,0 @@ -import gradio as gr -from download_new_papers import get_papers -import utils -from relevancy import generate_relevance_score, process_subject_fields -import sendgrid -from sendgrid.helpers.mail import Mail, Email, To, Content - -import os -import openai -import datetime -from paths import DATA_DIR, DIGEST_DIR -from model_manager import model_manager, ModelProvider -from gemini_utils import setup_gemini_api, get_topic_clustering -from design_automation import ( - is_design_automation_paper, - categorize_design_paper, - analyze_design_techniques, - extract_design_metrics, - get_related_design_papers, - create_design_analysis_prompt -) - -topics = { - "Physics": "", - "Mathematics": "math", - "Computer Science": "cs", - "Quantitative Biology": "q-bio", - "Quantitative Finance": "q-fin", - "Statistics": "stat", - "Electrical Engineering and Systems Science": "eess", - "Economics": "econ" -} - -physics_topics = { - "Astrophysics": "astro-ph", - "Condensed Matter": "cond-mat", - "General Relativity and Quantum Cosmology": "gr-qc", - "High Energy Physics - Experiment": "hep-ex", - "High Energy Physics - Lattice": "hep-lat", - "High Energy Physics - Phenomenology": "hep-ph", - "High Energy Physics - Theory": "hep-th", - "Mathematical Physics": "math-ph", - "Nonlinear Sciences": "nlin", - "Nuclear Experiment": "nucl-ex", - "Nuclear Theory": "nucl-th", - "Physics": "physics", - "Quantum Physics": "quant-ph" -} - -categories_map = { - "Astrophysics": ["Astrophysics of Galaxies", "Cosmology and Nongalactic Astrophysics", "Earth and Planetary Astrophysics", "High Energy Astrophysical Phenomena", "Instrumentation and Methods for Astrophysics", "Solar and Stellar Astrophysics"], - "Condensed Matter": ["Disordered Systems and Neural Networks", "Materials Science", "Mesoscale and Nanoscale Physics", "Other Condensed Matter", "Quantum Gases", "Soft Condensed Matter", "Statistical Mechanics", "Strongly Correlated Electrons", "Superconductivity"], - "General Relativity and Quantum Cosmology": ["None"], - "High Energy Physics - Experiment": ["None"], - "High Energy Physics - Lattice": ["None"], - "High Energy Physics - Phenomenology": ["None"], - "High Energy Physics - Theory": ["None"], - "Mathematical Physics": ["None"], - "Nonlinear Sciences": ["Adaptation and Self-Organizing Systems", "Cellular Automata and Lattice Gases", "Chaotic Dynamics", "Exactly Solvable and Integrable Systems", "Pattern Formation and Solitons"], - "Nuclear Experiment": ["None"], - "Nuclear Theory": ["None"], - "Physics": ["Accelerator Physics", "Applied Physics", "Atmospheric and Oceanic Physics", "Atomic and Molecular Clusters", "Atomic Physics", "Biological Physics", "Chemical Physics", "Classical Physics", "Computational Physics", "Data Analysis, Statistics and Probability", "Fluid Dynamics", "General Physics", "Geophysics", "History and Philosophy of Physics", "Instrumentation and Detectors", "Medical Physics", "Optics", "Physics and Society", "Physics Education", "Plasma Physics", "Popular Physics", "Space Physics"], - "Quantum Physics": ["None"], - "Mathematics": ["Algebraic Geometry", "Algebraic Topology", "Analysis of PDEs", "Category Theory", "Classical Analysis and ODEs", "Combinatorics", "Commutative Algebra", "Complex Variables", "Differential Geometry", "Dynamical Systems", "Functional Analysis", "General Mathematics", "General Topology", "Geometric Topology", "Group Theory", "History and Overview", "Information Theory", "K-Theory and Homology", "Logic", "Mathematical Physics", "Metric Geometry", "Number Theory", "Numerical Analysis", "Operator Algebras", "Optimization and Control", "Probability", "Quantum Algebra", "Representation Theory", "Rings and Algebras", "Spectral Theory", "Statistics Theory", "Symplectic Geometry"], - "Computer Science": ["Artificial Intelligence", "Computation and Language", "Computational Complexity", "Computational Engineering, Finance, and Science", "Computational Geometry", "Computer Science and Game Theory", "Computer Vision and Pattern Recognition", "Computers and Society", "Cryptography and Security", "Data Structures and Algorithms", "Databases", "Digital Libraries", "Discrete Mathematics", "Distributed, Parallel, and Cluster Computing", "Emerging Technologies", "Formal Languages and Automata Theory", "General Literature", "Graphics", "Hardware Architecture", "Human-Computer Interaction", "Information Retrieval", "Information Theory", "Logic in Computer Science", "Machine Learning", "Mathematical Software", "Multiagent Systems", "Multimedia", "Networking and Internet Architecture", "Neural and Evolutionary Computing", "Numerical Analysis", "Operating Systems", "Other Computer Science", "Performance", "Programming Languages", "Robotics", "Social and Information Networks", "Software Engineering", "Sound", "Symbolic Computation", "Systems and Control"], - "Quantitative Biology": ["Biomolecules", "Cell Behavior", "Genomics", "Molecular Networks", "Neurons and Cognition", "Other Quantitative Biology", "Populations and Evolution", "Quantitative Methods", "Subcellular Processes", "Tissues and Organs"], - "Quantitative Finance": ["Computational Finance", "Economics", "General Finance", "Mathematical Finance", "Portfolio Management", "Pricing of Securities", "Risk Management", "Statistical Finance", "Trading and Market Microstructure"], - "Statistics": ["Applications", "Computation", "Machine Learning", "Methodology", "Other Statistics", "Statistics Theory"], - "Electrical Engineering and Systems Science": ["Audio and Speech Processing", "Image and Video Processing", "Signal Processing", "Systems and Control"], - "Economics": ["Econometrics", "General Economics", "Theoretical Economics"] -} - - -def generate_html_report(papers, title="ArXiv Digest Results", topic=None, category=None): - """Generate an HTML report for the papers and save to file. - - Args: - papers: List of paper dictionaries - title: Title for the HTML report - topic: Optional topic name for filename - category: Optional category name for filename - - Returns: - Path to the HTML file - """ - # Create a date for the filename (without time) - date = datetime.datetime.now().strftime("%Y%m%d") - - # Create filename with topic if provided - if topic: - # Clean up topic name for filename (remove spaces, etc.) - topic_clean = topic.lower().replace(" ", "_").replace("/", "_") - html_file = os.path.join(DIGEST_DIR, f"arxiv_digest_{topic_clean}_{date}.html") - else: - html_file = os.path.join(DIGEST_DIR, f"arxiv_digest_{date}.html") - - html = f""" - - - - - {title} - - - -

{title}

-
-

Generated on {datetime.datetime.now().strftime("%Y-%m-%d %H:%M:%S")}

-

Found {len(papers)} papers

-

Topics: {topic or "All"}

-
- - -
-

Papers

- -
- """ - - # Add papers - for i, paper in enumerate(papers): - paper_id = f"paper-{i}" - html += f""" -
- -
{paper.get("authors", "Unknown authors")}
-
Subject: {paper.get("subjects", "N/A")}
- """ - - # Add relevancy score and reasons if available - if "Relevancy score" in paper: - html += f'
Relevancy Score: {paper.get("Relevancy score", "N/A")}
' - - if "Reasons for match" in paper: - html += f'
Reason for Relevance: {paper.get("Reasons for match", "")}
' - - # Add design information if available - if "design_category" in paper or "design_techniques" in paper: - html += '
' - if "design_category" in paper: - html += f'
Design Category: {paper.get("design_category", "")}
' - if "design_techniques" in paper: - html += f'
Design Techniques: {", ".join(paper.get("design_techniques", []))}
' - html += '
' - - # Add abstract - if "abstract" in paper: - html += f'
Abstract: {paper.get("abstract", "")}
' - - # Add key innovations and critical analysis with special styling - if "Key innovations" in paper: - html += f'
Key Innovations:
{paper.get("Key innovations", "")}
' - - if "Critical analysis" in paper: - html += f'
Critical Analysis:
{paper.get("Critical analysis", "")}
' - - # Add implementation details - if "Implementation details" in paper: - html += f'
Implementation Details:
{paper.get("Implementation details", "")}
' - - # Add experiments and results - if "Experiments & Results" in paper: - html += f'
Experiments & Results:
{paper.get("Experiments & Results", "")}
' - - # Add discussion and next steps - if "Discussion & Next steps" in paper: - html += f'
Discussion & Next Steps:
{paper.get("Discussion & Next steps", "")}
' - - # Add remaining sections - for key, value in paper.items(): - if key in ["title", "authors", "subjects", "main_page", "Relevancy score", "Reasons for match", - "design_category", "design_techniques", "summarized_text", "abstract", - "Key innovations", "Critical analysis", "Implementation details", - "Experiments & Results", "Discussion & Next steps"]: - continue - - if isinstance(value, str) and value.strip(): - # Choose appropriate styling based on the section - section_class = "section" - - if "goal" in key.lower() or "aim" in key.lower(): - section_class = "key-section" - elif "data" in key.lower() or "methodology" in key.lower(): - section_class = "implementation" - elif "related" in key.lower() or "practical" in key.lower() or "takeaway" in key.lower(): - section_class = "discussion" - - html += f'
{key}:
{value}
' - - # Add links - html += f""" - -
- """ - - html += """ - - - - """ - - with open(html_file, "w") as f: - f.write(html) - - return html_file - -def sample(email, topic, physics_topic, categories, interest, use_openai, use_gemini, use_anthropic, - openai_model, gemini_model, anthropic_model, special_analysis, mechanistic_interpretability, technical_ai_safety, - design_automation, design_reference_paper, design_techniques, design_categories): - if not topic: - raise gr.Error("You must choose a topic.") - if topic == "Physics": - if isinstance(physics_topic, list): - raise gr.Error("You must choose a physics topic.") - topic = physics_topic - abbr = physics_topics[topic] - else: - abbr = topics[topic] - - # Check if at least one model is selected - if not (use_openai or use_gemini or use_anthropic): - raise gr.Error("You must select at least one model provider (OpenAI, Gemini, or Claude)") - - # Get papers based on categories - if categories: - papers = get_papers(abbr) - papers = [ - t for t in papers - if bool(set(process_subject_fields(t['subjects'])) & set(categories))][:4] - else: - papers = get_papers(abbr, limit=4) - - if interest: - # Build list of providers to use - providers = [] - model_names = {} - - if use_openai: - if not model_manager.is_provider_available(ModelProvider.OPENAI): - if not openai.api_key: - raise gr.Error("Set your OpenAI API key in the OpenAI tab first") - else: - model_manager.register_openai(openai.api_key) - providers.append(ModelProvider.OPENAI) - model_names[ModelProvider.OPENAI] = openai_model - - if use_gemini: - if not model_manager.is_provider_available(ModelProvider.GEMINI): - raise gr.Error("Set your Gemini API key in the Gemini tab first") - providers.append(ModelProvider.GEMINI) - model_names[ModelProvider.GEMINI] = gemini_model - - if use_anthropic: - if not model_manager.is_provider_available(ModelProvider.ANTHROPIC): - raise gr.Error("Set your Anthropic API key in the Anthropic tab first") - providers.append(ModelProvider.ANTHROPIC) - model_names[ModelProvider.ANTHROPIC] = anthropic_model - - # Check if we need to find design automation papers - if design_automation: - # Filter for design automation papers - design_papers = [p for p in papers if is_design_automation_paper(p)] - - # Filter by techniques if specified - if design_techniques: - filtered_papers = [] - for paper in design_papers: - paper_techniques = analyze_design_techniques(paper) - if any(technique in design_techniques for technique in paper_techniques): - filtered_papers.append(paper) - design_papers = filtered_papers if filtered_papers else design_papers - - # Filter by categories if specified - if design_categories: - filtered_papers = [] - for paper in design_papers: - paper_category = categorize_design_paper(paper) - if any(category in paper_category for category in design_categories): - filtered_papers.append(paper) - design_papers = filtered_papers if filtered_papers else design_papers - - # Find related papers if reference paper is specified - if design_reference_paper: - related_papers = get_related_design_papers(design_reference_paper, papers) - if related_papers: - design_papers = related_papers - - # Use these papers if we found any, otherwise fallback to regular papers - if design_papers: - papers = design_papers - - # Analyze papers using selected models - relevancy, hallucination = model_manager.analyze_papers( - papers, - query={"interest": interest}, - providers=providers, - model_names=model_names, - threshold_score=0 - ) - - # Add design automation information if requested - if design_automation and relevancy: - for paper in relevancy: - paper["design_category"] = categorize_design_paper(paper) - paper["design_techniques"] = analyze_design_techniques(paper) - paper["design_metrics"] = extract_design_metrics(paper) - - # Perform detailed design automation analysis on highest scored papers - if paper.get("Relevancy score", 0) >= 7 and (use_openai or use_gemini or use_anthropic): - # Select provider for design analysis - provider = None - model = None - - if use_openai and model_manager.is_provider_available(ModelProvider.OPENAI): - provider = ModelProvider.OPENAI - model = openai_model - elif use_gemini and model_manager.is_provider_available(ModelProvider.GEMINI): - provider = ModelProvider.GEMINI - model = gemini_model - elif use_anthropic and model_manager.is_provider_available(ModelProvider.ANTHROPIC): - provider = ModelProvider.ANTHROPIC - model = anthropic_model - - if provider: - design_analysis = model_manager.analyze_design_automation( - paper, - provider=provider, - model_name=model - ) - if design_analysis and "error" not in design_analysis: - paper["design_analysis"] = design_analysis - - # Add specialized analysis if requested - if special_analysis and len(relevancy) > 0: - # Get topic clustering from Gemini if available - if use_gemini and model_manager.is_provider_available(ModelProvider.GEMINI): - try: - clusters = get_topic_clustering(relevancy, model_name=gemini_model) - cluster_info = "\n\n=== TOPIC CLUSTERS ===\n" - for i, cluster in enumerate(clusters.get("clusters", [])): - cluster_info += f"\nCluster {i+1}: {cluster.get('name')}\n" - cluster_info += f"Papers: {', '.join([str(p) for p in cluster.get('papers', [])])}\n" - cluster_info += f"Description: {cluster.get('description')}\n" - - # Add cluster info to the output - cluster_summary = "\n\n" + cluster_info + "\n\n" - except Exception as e: - cluster_summary = f"\n\nError generating clusters: {str(e)}\n\n" - else: - cluster_summary = "" - - # Add specialized mechanistic interpretability analysis if requested - if mechanistic_interpretability and len(relevancy) > 0: - # Use the first available provider in order of preference - preferred_providers = [ - (ModelProvider.ANTHROPIC, anthropic_model if use_anthropic else None), - (ModelProvider.OPENAI, openai_model if use_openai else None), - (ModelProvider.GEMINI, gemini_model if use_gemini else None) - ] - - provider = None - model = None - for p, m in preferred_providers: - if model_manager.is_provider_available(p) and m: - provider = p - model = m - break - - if provider: - try: - interp_analysis = model_manager.get_mechanistic_interpretability_analysis( - relevancy[0], # Analyze the most relevant paper - provider=provider, - model_name=model - ) - - interp_summary = "\n\n=== MECHANISTIC INTERPRETABILITY ANALYSIS ===\n" - for key, value in interp_analysis.items(): - if key != "error" and key != "raw_content": - interp_summary += f"\n{key}: {value}\n" - - # Add interpretability analysis to the output - interpretability_info = "\n\n" + interp_summary + "\n\n" - except Exception as e: - interpretability_info = f"\n\nError generating interpretability analysis: {str(e)}\n\n" - else: - interpretability_info = "\n\nNo available provider for interpretability analysis.\n\n" - else: - interpretability_info = "" - - # Generate HTML report - html_file = generate_html_report(relevancy, title=f"ArXiv Digest: {topic} papers") - - # Create summary texts for display - summary_texts = [] - for paper in relevancy: - if "summarized_text" in paper: - summary_texts.append(paper["summarized_text"]) - else: - # Create a summary if summarized_text doesn't exist - summary = f"Title: {paper.get('title', 'No title')}\n" - summary += f"Authors: {paper.get('authors', 'Unknown')}\n" - summary += f"Score: {paper.get('Relevancy score', 'N/A')}\n" - summary += f"Abstract: {paper.get('abstract', 'No abstract')[:200]}...\n" - summary_texts.append(summary) - - result_text = cluster_summary + "\n\n".join(summary_texts) + interpretability_info - return result_text + f"\n\nHTML report saved to: {html_file}" - else: - # Generate HTML report - html_file = generate_html_report(relevancy, title=f"ArXiv Digest: {topic} papers") - - # Create summary texts for display - summary_texts = [] - for paper in relevancy: - if "summarized_text" in paper: - summary_texts.append(paper["summarized_text"]) - else: - # Create a summary if summarized_text doesn't exist - summary = f"Title: {paper.get('title', 'No title')}\n" - summary += f"Authors: {paper.get('authors', 'Unknown')}\n" - summary += f"Score: {paper.get('Relevancy score', 'N/A')}\n" - summary += f"Abstract: {paper.get('abstract', 'No abstract')[:200]}...\n" - summary_texts.append(summary) - - result_text = "\n\n".join(summary_texts) - return result_text + f"\n\nHTML report saved to: {html_file}" - else: - # Generate HTML report for basic results - html_file = generate_html_report(papers, title=f"ArXiv Digest: {topic} papers") - result_text = "\n\n".join(f"Title: {paper['title']}\nAuthors: {paper['authors']}" for paper in papers) - return result_text + f"\n\nHTML report saved to: {html_file}" - - -def change_subsubject(subject, physics_subject): - if subject != "Physics": - return gr.Dropdown.update(choices=categories_map[subject], value=[], visible=True) - else: - if physics_subject and not isinstance(physics_subject, list): - return gr.Dropdown.update(choices=categories_map[physics_subject], value=[], visible=True) - else: - return gr.Dropdown.update(choices=[], value=[], visible=False) - - -def change_physics(subject): - if subject != "Physics": - return gr.Dropdown.update(visible=False, value=None) - else: - return gr.Dropdown.update(choices=list(physics_topics.keys()), visible=True) - - -def test(email, topic, physics_topic, categories, interest, key, - use_openai, use_gemini, use_anthropic, openai_model, gemini_model, anthropic_model, - special_analysis, mechanistic_interpretability, technical_ai_safety, - design_automation, design_reference_paper, design_techniques, design_categories): - if not email: raise gr.Error("Set your email") - if not key: raise gr.Error("Set your SendGrid key") - if topic == "Physics": - if isinstance(physics_topic, list): - raise gr.Error("You must choose a physics topic.") - topic = physics_topic - abbr = physics_topics[topic] - else: - abbr = topics[topic] - - # Check if at least one model is selected - if not (use_openai or use_gemini or use_anthropic): - raise gr.Error("You must select at least one model provider (OpenAI, Gemini, or Claude)") - - if categories: - papers = get_papers(abbr) - papers = [ - t for t in papers - if bool(set(process_subject_fields(t['subjects'])) & set(categories))][:4] - else: - papers = get_papers(abbr, limit=4) - - if interest: - # Build list of providers to use - providers = [] - model_names = {} - - if use_openai: - if not model_manager.is_provider_available(ModelProvider.OPENAI): - if not openai.api_key: - raise gr.Error("Set your OpenAI API key in the OpenAI tab first") - else: - model_manager.register_openai(openai.api_key) - providers.append(ModelProvider.OPENAI) - model_names[ModelProvider.OPENAI] = openai_model - - if use_gemini: - if not model_manager.is_provider_available(ModelProvider.GEMINI): - raise gr.Error("Set your Gemini API key in the Gemini tab first") - providers.append(ModelProvider.GEMINI) - model_names[ModelProvider.GEMINI] = gemini_model - - if use_anthropic: - if not model_manager.is_provider_available(ModelProvider.ANTHROPIC): - raise gr.Error("Set your Anthropic API key in the Anthropic tab first") - providers.append(ModelProvider.ANTHROPIC) - model_names[ModelProvider.ANTHROPIC] = anthropic_model - - # Check if we need to find design automation papers - if design_automation: - # Filter for design automation papers - design_papers = [p for p in papers if is_design_automation_paper(p)] - - # Filter by techniques if specified - if design_techniques: - filtered_papers = [] - for paper in design_papers: - paper_techniques = analyze_design_techniques(paper) - if any(technique in design_techniques for technique in paper_techniques): - filtered_papers.append(paper) - design_papers = filtered_papers if filtered_papers else design_papers - - # Filter by categories if specified - if design_categories: - filtered_papers = [] - for paper in design_papers: - paper_category = categorize_design_paper(paper) - if any(category in paper_category for category in design_categories): - filtered_papers.append(paper) - design_papers = filtered_papers if filtered_papers else design_papers - - # Find related papers if reference paper is specified - if design_reference_paper: - related_papers = get_related_design_papers(design_reference_paper, papers) - if related_papers: - design_papers = related_papers - - # Use these papers if we found any, otherwise fallback to regular papers - if design_papers: - papers = design_papers - - # Analyze papers using selected models - relevancy, hallucination = model_manager.analyze_papers( - papers, - query={"interest": interest}, - providers=providers, - model_names=model_names, - threshold_score=7 - ) - - # Add design automation information if requested - if design_automation and relevancy: - for paper in relevancy: - paper["design_category"] = categorize_design_paper(paper) - paper["design_techniques"] = analyze_design_techniques(paper) - paper["design_metrics"] = extract_design_metrics(paper) - - # Perform detailed design automation analysis on highest scored papers - if paper.get("Relevancy score", 0) >= 7 and (use_openai or use_gemini or use_anthropic): - # Select provider for design analysis - provider = None - model = None - - if use_openai and model_manager.is_provider_available(ModelProvider.OPENAI): - provider = ModelProvider.OPENAI - model = openai_model - elif use_gemini and model_manager.is_provider_available(ModelProvider.GEMINI): - provider = ModelProvider.GEMINI - model = gemini_model - elif use_anthropic and model_manager.is_provider_available(ModelProvider.ANTHROPIC): - provider = ModelProvider.ANTHROPIC - model = anthropic_model - - if provider: - design_analysis = model_manager.analyze_design_automation( - paper, - provider=provider, - model_name=model - ) - if design_analysis and "error" not in design_analysis: - paper["design_analysis"] = design_analysis - - # Create the email body - body = "

".join( - [ - f'Subject: {paper["subjects"]}
Title: {paper["title"]}
Authors: {paper["authors"]}
' - f'Score: {paper["Relevancy score"]}
Reason: {paper["Reasons for match"]}
' - f'Key innovations: {paper.get("Key innovations", "Not provided")}
' - f'Critical analysis: {paper.get("Critical analysis", "Not provided")}
' - f'Goal: {paper["Goal"]}
Data: {paper["Data"]}
Methodology: {paper["Methodology"]}
' - f'Implementation details: {paper.get("Implementation details", "Not provided")}
' - f'Experiments & Results: {paper["Experiments & Results"]}
Git: {paper["Git"]}
' - f'Discussion & Next steps: {paper["Discussion & Next steps"]}
' - f'Related work: {paper.get("Related work", "Not provided")}
' - f'Practical applications: {paper.get("Practical applications", "Not provided")}
' - f'Key takeaways: {paper.get("Key takeaways", "Not provided")}' - + (f'

Design Automation Analysis

' - f'Design Category: {paper.get("design_category", "")}
' - f'Design Techniques: {", ".join(paper.get("design_techniques", []))}
' - f'Design Metrics: {", ".join(paper.get("design_metrics", []))}
' - + (f'

Detailed Design Analysis

' - f'Design automation focus: {paper.get("design_analysis", {}).get("Design automation focus", "Not provided")}
' - f'Technical approach: {paper.get("design_analysis", {}).get("Technical approach", "Not provided")}
' - f'Visual outputs: {paper.get("design_analysis", {}).get("Visual outputs", "Not provided")}
' - f'Designer interaction: {paper.get("design_analysis", {}).get("Designer interaction", "Not provided")}
' - f'Real-world applicability: {paper.get("design_analysis", {}).get("Real-world applicability", "Not provided")}
' - f'Capabilities: Replaceable tools: {", ".join(paper.get("design_analysis", {}).get("capabilities", {}).get("replaceable_tools", []))}, ' - f'Automation level: {paper.get("design_analysis", {}).get("capabilities", {}).get("automation_level", "Unknown")}' - if "design_analysis" in paper else "") - if design_automation and (paper.get("design_category") or paper.get("design_techniques")) else "") - for paper in relevancy - ]) - - # Add specialized analysis if requested - if special_analysis and len(relevancy) > 0: - # Get topic clustering from Gemini if available - if use_gemini and model_manager.is_provider_available(ModelProvider.GEMINI): - try: - clusters = get_topic_clustering(relevancy, model_name=gemini_model) - cluster_info = "

Topic Clusters

" - for i, cluster in enumerate(clusters.get("clusters", [])): - cluster_info += f"

Cluster {i+1}: {cluster.get('name')}

" - cluster_info += f"

Papers: {', '.join([str(p) for p in cluster.get('papers', [])])}

" - cluster_info += f"

Description: {cluster.get('description')}

" - - # Add cluster info to the body - body = cluster_info + "
" + body - except Exception as e: - body = f"

Error generating clusters: {str(e)}

" + body - - # Add specialized mechanistic interpretability analysis if requested - if mechanistic_interpretability and len(relevancy) > 0: - # Use the first available provider in order of preference - preferred_providers = [ - (ModelProvider.ANTHROPIC, anthropic_model if use_anthropic else None), - (ModelProvider.OPENAI, openai_model if use_openai else None), - (ModelProvider.GEMINI, gemini_model if use_gemini else None) - ] - - provider = None - model = None - for p, m in preferred_providers: - if model_manager.is_provider_available(p) and m: - provider = p - model = m - break - - if provider: - try: - interp_analysis = model_manager.get_mechanistic_interpretability_analysis( - relevancy[0], # Analyze the most relevant paper - provider=provider, - model_name=model - ) - - interp_summary = "

Mechanistic Interpretability Analysis

" - interp_summary += f"

Analysis for paper: {relevancy[0]['title']}

" - - for key, value in interp_analysis.items(): - if key != "error" and key != "raw_content": - interp_summary += f"

{key}: {value}

" - - # Add interpretability analysis to the body - body = interp_summary + "
" + body - except Exception as e: - body = f"

Error generating interpretability analysis: {str(e)}

" + body - - if hallucination: - body = "

Warning: The model hallucinated some papers. We have tried to remove them, but the scores may not be accurate.


" + body - else: - body = "

".join([f'Title: {paper["title"]}
Authors: {paper["authors"]}' for paper in papers]) - - # Send email - sg = sendgrid.SendGridAPIClient(api_key=key) - from_email = Email(email) - to_email = To(email) - subject = "arXiv digest" - content = Content("text/html", body) - mail = Mail(from_email, to_email, subject, content) - mail_json = mail.get() - - # Generate HTML report file - html_file = generate_html_report(relevancy if interest else papers, - title=f"ArXiv Digest: {topic} papers") - - # Send an HTTP POST request to /mail/send - response = sg.client.mail.send.post(request_body=mail_json) - if response.status_code >= 200 and response.status_code <= 300: - return f"Success! Email sent and HTML report saved to: {html_file}" - else: - return f"Email sending failed ({response.status_code}), but HTML report saved to: {html_file}" - - -def register_openai_token(token): - openai.api_key = token - model_manager.register_openai(token) - -def register_gemini_token(token): - setup_gemini_api(token) - model_manager.register_gemini(token) - -def register_anthropic_token(token): - model_manager.register_anthropic(token) - -with gr.Blocks() as demo: - with gr.Row(): - with gr.Column(scale=10): - with gr.Tabs(): - with gr.TabItem("OpenAI"): - openai_token = gr.Textbox(label="OpenAI API Key", type="password") - openai_token.change(fn=register_openai_token, inputs=[openai_token]) - - with gr.TabItem("Gemini"): - gemini_token = gr.Textbox(label="Gemini API Key", type="password") - gemini_token.change(fn=register_gemini_token, inputs=[gemini_token]) - - with gr.TabItem("Anthropic"): - anthropic_token = gr.Textbox(label="Anthropic API Key", type="password") - anthropic_token.change(fn=register_anthropic_token, inputs=[anthropic_token]) - - subject = gr.Radio( - list(topics.keys()), label="Topic" - ) - physics_subject = gr.Dropdown(list(physics_topics.keys()), value=None, multiselect=False, label="Physics category", visible=False, info="") - subsubject = gr.Dropdown( - [], value=[], multiselect=True, label="Subtopic", info="Optional. Leaving it empty will use all subtopics.", visible=False) - subject.change(fn=change_physics, inputs=[subject], outputs=physics_subject) - subject.change(fn=change_subsubject, inputs=[subject, physics_subject], outputs=subsubject) - physics_subject.change(fn=change_subsubject, inputs=[subject, physics_subject], outputs=subsubject) - - interest = gr.Textbox(label="A natural language description of what you are interested in. We will generate relevancy scores (1-10) and explanations for the papers in the selected topics according to this statement.", info="Press shift-enter or click the button below to update.", lines=7) - - with gr.Row(): - use_openai = gr.Checkbox(label="Use OpenAI", value=True) - use_gemini = gr.Checkbox(label="Use Gemini", value=False) - use_anthropic = gr.Checkbox(label="Use Claude", value=False) - - with gr.Accordion("Advanced Settings", open=False): - openai_model = gr.Dropdown(["gpt-3.5-turbo-16k", "gpt-4", "gpt-4-turbo"], value="gpt-4", label="OpenAI Model") - gemini_model = gr.Dropdown(["gemini-1.5-flash", "gemini-1.5-pro", "gemini-2.0-flash"], value="gemini-2.0-flash", label="Gemini Model") - anthropic_model = gr.Dropdown(["claude-3-haiku-20240307", "claude-3-sonnet-20240229", "claude-3-opus-20240229"], value="claude-3-sonnet-20240229", label="Claude Model") - - special_analysis = gr.Checkbox(label="Include specialized analysis for research topics", value=False) - mechanistic_interpretability = gr.Checkbox(label="Include mechanistic interpretability analysis", value=False) - technical_ai_safety = gr.Checkbox(label="Include technical AI safety analysis", value=False) - - with gr.Accordion("Graphic Design Automation Papers", open=False): - design_automation = gr.Checkbox(label="Find graphic design automation papers", value=False) - design_reference_paper = gr.Textbox( - label="Reference paper ID (optional, e.g., '2412.04237' from VASCAR paper)", - placeholder="Enter arXiv paper ID to find similar papers" - ) - design_techniques = gr.CheckboxGroup( - choices=[ - "Generative Adversarial Networks", "Diffusion Models", - "Transformers", "Large Language Models", "Computer Vision", - "Neural Style Transfer", "Reinforcement Learning" - ], - label="Design automation techniques to focus on (optional)" - ) - design_categories = gr.CheckboxGroup( - choices=[ - "Layout Generation", "UI/UX Design", "Graphic Design", - "Image Manipulation", "Design Tools", "3D Design", - "Multimodal Design" - ], - label="Design categories to focus on (optional)" - ) - - sample_btn = gr.Button("Generate Digest") - sample_output = gr.Textbox(label="Results for your configuration.", info="For runtime purposes, this is only done on a small subset of recent papers in the topic you have selected. Papers will not be filtered by relevancy, only sorted on a scale of 1-10.") - with gr.Column(scale=4): # Changed from 0.40 to 4 - with gr.Group(): # Changed from gr.Box to gr.Group - title = gr.Markdown( - """ - # Email Setup, Optional - Send an email to the below address using the configuration on the right. Requires a sendgrid token. These values are not needed to use the right side of this page. - - To create a scheduled job for this, see our [Github Repository](https://github.com/AutoLLM/ArxivDigest) - """) - email = gr.Textbox(label="Email address", type="email", placeholder="") - sendgrid_token = gr.Textbox(label="SendGrid API Key", type="password") - with gr.Row(): - test_btn = gr.Button("Send email") - output = gr.Textbox(show_label=False, placeholder="email status") - # Define all input fields - all_inputs = [ - email, subject, physics_subject, subsubject, interest, - use_openai, use_gemini, use_anthropic, - openai_model, gemini_model, anthropic_model, - special_analysis, mechanistic_interpretability, technical_ai_safety, - design_automation, design_reference_paper, design_techniques, design_categories - ] - - # Email button - test_btn.click( - fn=test, - inputs=[email, subject, physics_subject, subsubject, interest, sendgrid_token] + all_inputs[5:], - outputs=output - ) - - # Sample button - sample_btn.click( - fn=sample, - inputs=all_inputs, - outputs=sample_output - ) - - # Register API keys - openai_token.change(fn=register_openai_token, inputs=[openai_token]) - gemini_token.change(fn=register_gemini_token, inputs=[gemini_token]) - anthropic_token.change(fn=register_anthropic_token, inputs=[anthropic_token]) - - # Dynamic updates based on selection changes - subject.change(fn=sample, inputs=all_inputs, outputs=sample_output) - physics_subject.change(fn=sample, inputs=all_inputs, outputs=sample_output) - subsubject.change(fn=sample, inputs=all_inputs, outputs=sample_output) - interest.submit(fn=sample, inputs=all_inputs, outputs=sample_output) - -demo.launch(show_api=False) diff --git a/src/app_new.py b/src/app_new.py index 8406bc1..2f827b7 100755 --- a/src/app_new.py +++ b/src/app_new.py @@ -8,9 +8,140 @@ import os import openai import datetime +import yaml from paths import DATA_DIR, DIGEST_DIR from model_manager import model_manager, ModelProvider from gemini_utils import setup_gemini_api, get_topic_clustering + +# Load config file +def load_config(): + config_path = os.path.join(os.path.dirname(os.path.dirname(os.path.abspath(__file__))), "config.yaml") + try: + with open(config_path, 'r') as file: + return yaml.safe_load(file) + except Exception as e: + print(f"Error loading config: {e}") + return {"threshold": 2} # Default threshold if config loading fails + +config = load_config() + +# Helper function to filter papers by threshold +def filter_papers_by_threshold(papers, threshold): + """Filter papers by relevancy score threshold""" + print(f"\n===== FILTERING PAPERS =====") + print(f"Only showing papers with relevancy score >= {threshold}") + print(f"(Change this value in config.yaml if needed)") + + # Debug the paper scores + for i, paper in enumerate(papers): + print(f"Paper {i+1} - Title: {paper.get('title', 'No title')}") + print(f" - Score: {paper.get('Relevancy score', 'No score')}") + print(f" - Fields: {list(paper.keys())}") + + # First extract data from gemini_analysis if it exists and Relevancy score doesn't + for paper in papers: + if "gemini_analysis" in paper and "Relevancy score" not in paper: + print(f"Extracting analysis data for paper: {paper.get('title')}") + gemini_data = paper["gemini_analysis"] + + # Map Gemini analysis fields to expected fields + field_mapping = { + "relevance_score": "Relevancy score", + "relationship_score": "Relevancy score", + "paper_relevance": "Relevancy score", + "paper's_relationship_to_the_user's_interests": "Relevancy score", + "key_innovations": "Key innovations", + "critical_analysis": "Critical analysis", + "methodology_summary": "Methodology", + "technical_significance": "Critical analysis", + "related_research": "Related work" + } + + # Copy fields using mapping + for gemini_field, expected_field in field_mapping.items(): + if gemini_field in gemini_data: + paper[expected_field] = gemini_data[gemini_field] + print(f" - Mapped {gemini_field} to {expected_field}") + + # If we have no score yet, look for a number in other fields + if "Relevancy score" not in paper: + # Try to find a relevance score in any field + for field, value in gemini_data.items(): + if isinstance(value, (int, float)) and 1 <= value <= 10: + paper["Relevancy score"] = value + print(f" - Found score {value} in field {field}") + break + elif isinstance(value, str) and "score" in field.lower(): + try: + # Try to extract a number from the string + import re + numbers = re.findall(r'\d+', value) + if numbers: + score = int(numbers[0]) + if 1 <= score <= 10: # Validate score range + paper["Relevancy score"] = score + print(f" - Extracted score {score} from {field}: {value}") + break + except: + pass + + # If still no score, default to threshold to include paper + if "Relevancy score" not in paper: + paper["Relevancy score"] = threshold + print(f" - Assigned default score {threshold}") + + # Add some reasonable defaults for missing fields + if "Reasons for match" not in paper and "topic_classification" in gemini_data: + paper["Reasons for match"] = gemini_data.get("topic_classification", "Not provided") + + # Set missing fields with default values + for field in ["Key innovations", "Critical analysis", "Goal", "Data", "Methodology", + "Implementation details", "Experiments & Results", "Discussion & Next steps", + "Related work", "Practical applications", "Key takeaways"]: + if field not in paper: + paper[field] = "Not available in analysis" + + # Ensure scores are properly parsed to integers + for paper in papers: + if "Relevancy score" in paper and not isinstance(paper["Relevancy score"], int): + try: + if isinstance(paper["Relevancy score"], str) and "/" in paper["Relevancy score"]: + paper["Relevancy score"] = int(paper["Relevancy score"].split("/")[0]) + else: + paper["Relevancy score"] = int(paper["Relevancy score"]) + except (ValueError, TypeError): + print(f"WARNING: Could not convert score '{paper.get('Relevancy score')}' to integer for paper: {paper.get('title')}") + paper["Relevancy score"] = threshold # Use threshold as default + + # Make sure all papers have required fields + required_fields = [ + "Relevancy score", "Reasons for match", "Key innovations", "Critical analysis", + "Goal", "Data", "Methodology", "Implementation details", "Experiments & Results", + "Git", "Discussion & Next steps", "Related work", "Practical applications", + "Key takeaways" + ] + + for paper in papers: + # Make sure it has a relevancy score + if "Relevancy score" not in paper: + paper["Relevancy score"] = threshold + print(f"Assigned default threshold score to paper: {paper.get('title')}") + + # Add missing fields with default values + for field in required_fields: + if field not in paper: + paper[field] = f"Not available in analysis" + print(f"Added missing field {field} to paper: {paper.get('title')}") + + # Now filter papers + filtered_papers = [p for p in papers if p.get("Relevancy score", 0) >= threshold] + print(f"After filtering: {len(filtered_papers)} papers remain out of {len(papers)}") + + if len(filtered_papers) == 0 and len(papers) > 0: + print("WARNING: No papers passed the threshold filter. Using all papers.") + filtered_papers = papers + + return filtered_papers from design_automation import ( is_design_automation_paper, categorize_design_paper, @@ -83,6 +214,15 @@ def generate_html_report(papers, title="ArXiv Digest Results", topic=None, categ Returns: Path to the HTML file """ + # Debug: Log what fields are available in each paper + print(f"Generating HTML report for {len(papers)} papers") + for i, paper in enumerate(papers): + print(f"Paper {i+1} fields: {list(paper.keys())}") + if "Key innovations" in paper: + print(f"Paper {i+1} has Key innovations: {paper['Key innovations'][:50]}...") + if "Critical analysis" in paper: + print(f"Paper {i+1} has Critical analysis: {paper['Critical analysis'][:50]}...") + # Create a date for the filename (without time) date = datetime.datetime.now().strftime("%Y%m%d") @@ -151,6 +291,22 @@ def generate_html_report(papers, title="ArXiv Digest Results", topic=None, categ """ + # Check if we have any papers + if not papers: + html += """ +
+
No papers found matching your criteria
+
+

No papers met the relevancy threshold criteria. You can:

+
    +
  • Lower the threshold in config.yaml (currently set to {threshold})
  • +
  • Try different research interests
  • +
  • Check different categories or topics
  • +
+
+
+ """.format(threshold=config.get("threshold", 2)) + # Add papers for i, paper in enumerate(papers): paper_id = f"paper-{i}" @@ -184,28 +340,86 @@ def generate_html_report(papers, title="ArXiv Digest Results", topic=None, categ # Add key innovations and critical analysis with special styling if "Key innovations" in paper: html += f'
Key Innovations:
{paper.get("Key innovations", "")}
' + print(f"Added Key innovations for paper {i+1}") + else: + print(f"Paper {i+1} is missing Key innovations field") if "Critical analysis" in paper: html += f'
Critical Analysis:
{paper.get("Critical analysis", "")}
' + print(f"Added Critical analysis for paper {i+1}") + else: + print(f"Paper {i+1} is missing Critical analysis field") + + # Add goal + if "Goal" in paper: + html += f'
Goal:
{paper.get("Goal", "")}
' + print(f"Added Goal for paper {i+1}") + else: + print(f"Paper {i+1} is missing Goal field") + + # Add Data + if "Data" in paper: + html += f'
Data:
{paper.get("Data", "")}
' + print(f"Added Data for paper {i+1}") + else: + print(f"Paper {i+1} is missing Data field") + + # Add Methodology + if "Methodology" in paper: + html += f'
Methodology:
{paper.get("Methodology", "")}
' + print(f"Added Methodology for paper {i+1}") + else: + print(f"Paper {i+1} is missing Methodology field") # Add implementation details if "Implementation details" in paper: html += f'
Implementation Details:
{paper.get("Implementation details", "")}
' + print(f"Added Implementation details for paper {i+1}") + else: + print(f"Paper {i+1} is missing Implementation details field") # Add experiments and results if "Experiments & Results" in paper: html += f'
Experiments & Results:
{paper.get("Experiments & Results", "")}
' + print(f"Added Experiments & Results for paper {i+1}") + else: + print(f"Paper {i+1} is missing Experiments & Results field") # Add discussion and next steps if "Discussion & Next steps" in paper: html += f'
Discussion & Next Steps:
{paper.get("Discussion & Next steps", "")}
' + print(f"Added Discussion & Next steps for paper {i+1}") + else: + print(f"Paper {i+1} is missing Discussion & Next steps field") + + # Add Related work + if "Related work" in paper: + html += f'
Related Work:
{paper.get("Related work", "")}
' + print(f"Added Related work for paper {i+1}") + else: + print(f"Paper {i+1} is missing Related work field") + + # Add Practical applications + if "Practical applications" in paper: + html += f'
Practical Applications:
{paper.get("Practical applications", "")}
' + print(f"Added Practical applications for paper {i+1}") + else: + print(f"Paper {i+1} is missing Practical applications field") + + # Add Key takeaways + if "Key takeaways" in paper: + html += f'
Key Takeaways:
{paper.get("Key takeaways", "")}
' + print(f"Added Key takeaways for paper {i+1}") + else: + print(f"Paper {i+1} is missing Key takeaways field") - # Add remaining sections + # Add remaining sections that weren't already handled specifically above for key, value in paper.items(): if key in ["title", "authors", "subjects", "main_page", "Relevancy score", "Reasons for match", "design_category", "design_techniques", "summarized_text", "abstract", - "Key innovations", "Critical analysis", "Implementation details", - "Experiments & Results", "Discussion & Next steps"]: + "Key innovations", "Critical analysis", "Goal", "Data", "Methodology", + "Implementation details", "Experiments & Results", "Discussion & Next steps", + "Related work", "Practical applications", "Key takeaways"]: continue if isinstance(value, str) and value.strip(): @@ -220,6 +434,7 @@ def generate_html_report(papers, title="ArXiv Digest Results", topic=None, categ section_class = "discussion" html += f'
{key}:
{value}
' + print(f"Added additional field {key} for paper {i+1}") # Add links html += f""" @@ -239,9 +454,11 @@ def generate_html_report(papers, title="ArXiv Digest Results", topic=None, categ """ + # Save the HTML file with open(html_file, "w") as f: f.write(html) + print(f"Saved HTML report to {html_file}") return html_file def sample(email, topic, physics_topic, categories, interest, use_openai, use_gemini, use_anthropic, @@ -329,14 +546,61 @@ def sample(email, topic, physics_topic, categories, interest, use_openai, use_ge if design_papers: papers = design_papers - # Analyze papers using selected models - relevancy, hallucination = model_manager.analyze_papers( - papers, - query={"interest": interest}, - providers=providers, - model_names=model_names, - threshold_score=0 - ) + # Process papers directly instead of using model_manager + print("\n===== ANALYZING PAPERS FOR EMAIL =====") + print(f"Processing {len(papers)} papers...") + relevancy = [] + hallucination = False + + # Use OpenAI if selected + if use_openai and model_manager.is_provider_available(ModelProvider.OPENAI): + try: + # Import directly to avoid circular imports + from relevancy import generate_relevance_score + openai_results, hallu = generate_relevance_score( + papers, + query={"interest": interest}, + model_name=openai_model, + threshold_score=0, # We'll filter later + num_paper_in_prompt=2 + ) + hallucination = hallucination or hallu + relevancy.extend(openai_results) + print(f"OpenAI analysis added {len(openai_results)} papers") + except Exception as e: + print(f"Error during OpenAI analysis: {e}") + + # Use Gemini if selected and no papers yet + if use_gemini and model_manager.is_provider_available(ModelProvider.GEMINI) and len(relevancy) == 0: + try: + # Import directly to avoid circular imports + from gemini_utils import analyze_papers_with_gemini + gemini_papers = analyze_papers_with_gemini( + papers, + query={"interest": interest}, + model_name=gemini_model + ) + # Process papers to ensure they have the right fields + for paper in gemini_papers: + if 'gemini_analysis' in paper: + # Copy all fields from gemini_analysis to the paper object + for key, value in paper['gemini_analysis'].items(): + paper[key] = value + + relevancy.extend(gemini_papers) + print(f"Gemini analysis added {len(gemini_papers)} papers") + except Exception as e: + print(f"Error during Gemini analysis: {e}") + + # Use Anthropic if selected and no papers yet + if use_anthropic and model_manager.is_provider_available(ModelProvider.ANTHROPIC) and len(relevancy) == 0: + print("Anthropic/Claude analysis not yet implemented") + + print(f"Total papers after analysis: {len(relevancy)}") + + # Filter papers by threshold from config + threshold = config.get("threshold", 2) + relevancy = filter_papers_by_threshold(relevancy, threshold) # Add design automation information if requested if design_automation and relevancy: @@ -428,9 +692,8 @@ def sample(email, topic, physics_topic, categories, interest, use_openai, use_ge else: interpretability_info = "" - # Generate HTML report with topic - actual_topic = topic - html_file = generate_html_report(relevancy, title=f"ArXiv Digest: {actual_topic} papers", topic=actual_topic) + # Generate HTML report + html_file = generate_html_report(relevancy, title=f"ArXiv Digest: {topic} papers") # Create summary texts for display summary_texts = [] @@ -448,9 +711,8 @@ def sample(email, topic, physics_topic, categories, interest, use_openai, use_ge result_text = cluster_summary + "\n\n".join(summary_texts) + interpretability_info return result_text + f"\n\nHTML report saved to: {html_file}" else: - # Generate HTML report with topic - actual_topic = topic - html_file = generate_html_report(relevancy, title=f"ArXiv Digest: {actual_topic} papers", topic=actual_topic) + # Generate HTML report + html_file = generate_html_report(relevancy, title=f"ArXiv Digest: {topic} papers") # Create summary texts for display summary_texts = [] @@ -468,9 +730,8 @@ def sample(email, topic, physics_topic, categories, interest, use_openai, use_ge result_text = "\n\n".join(summary_texts) return result_text + f"\n\nHTML report saved to: {html_file}" else: - # Generate HTML report for basic results with topic - actual_topic = topic - html_file = generate_html_report(papers, title=f"ArXiv Digest: {actual_topic} papers", topic=actual_topic) + # Generate HTML report for basic results + html_file = generate_html_report(papers, title=f"ArXiv Digest: {topic} papers") result_text = "\n\n".join(f"Title: {paper['title']}\nAuthors: {paper['authors']}" for paper in papers) return result_text + f"\n\nHTML report saved to: {html_file}" @@ -577,14 +838,61 @@ def test(email, topic, physics_topic, categories, interest, key, if design_papers: papers = design_papers - # Analyze papers using selected models - relevancy, hallucination = model_manager.analyze_papers( - papers, - query={"interest": interest}, - providers=providers, - model_names=model_names, - threshold_score=7 - ) + # Process papers directly instead of using model_manager + print("\n===== ANALYZING PAPERS =====") + print(f"Processing {len(papers)} papers...") + relevancy = [] + hallucination = False + + # Use OpenAI if selected + if use_openai and model_manager.is_provider_available(ModelProvider.OPENAI): + try: + # Import directly to avoid circular imports + from relevancy import generate_relevance_score + openai_results, hallu = generate_relevance_score( + papers, + query={"interest": interest}, + model_name=openai_model, + threshold_score=0, # We'll filter later + num_paper_in_prompt=2 + ) + hallucination = hallucination or hallu + relevancy.extend(openai_results) + print(f"OpenAI analysis added {len(openai_results)} papers") + except Exception as e: + print(f"Error during OpenAI analysis: {e}") + + # Use Gemini if selected and no papers yet + if use_gemini and model_manager.is_provider_available(ModelProvider.GEMINI) and len(relevancy) == 0: + try: + # Import directly to avoid circular imports + from gemini_utils import analyze_papers_with_gemini + gemini_papers = analyze_papers_with_gemini( + papers, + query={"interest": interest}, + model_name=gemini_model + ) + # Process papers to ensure they have the right fields + for paper in gemini_papers: + if 'gemini_analysis' in paper: + # Copy all fields from gemini_analysis to the paper object + for key, value in paper['gemini_analysis'].items(): + paper[key] = value + + relevancy.extend(gemini_papers) + print(f"Gemini analysis added {len(gemini_papers)} papers") + except Exception as e: + print(f"Error during Gemini analysis: {e}") + + # Use Anthropic if selected and no papers yet + if use_anthropic and model_manager.is_provider_available(ModelProvider.ANTHROPIC) and len(relevancy) == 0: + print("Anthropic/Claude analysis not yet implemented") + + print(f"Total papers after analysis: {len(relevancy)}") + + # Filter papers by threshold from config + threshold = config.get("threshold", 2) + relevancy = filter_papers_by_threshold(relevancy, threshold) # Add design automation information if requested if design_automation and relevancy: @@ -618,36 +926,140 @@ def test(email, topic, physics_topic, categories, interest, key, if design_analysis and "error" not in design_analysis: paper["design_analysis"] = design_analysis - # Create the email body - body = "

".join( - [ - f'Subject: {paper["subjects"]}
Title: {paper["title"]}
Authors: {paper["authors"]}
' - f'Score: {paper["Relevancy score"]}
Reason: {paper["Reasons for match"]}
' - f'Key innovations: {paper.get("Key innovations", "Not provided")}
' - f'Critical analysis: {paper.get("Critical analysis", "Not provided")}
' - f'Goal: {paper["Goal"]}
Data: {paper["Data"]}
Methodology: {paper["Methodology"]}
' - f'Implementation details: {paper.get("Implementation details", "Not provided")}
' - f'Experiments & Results: {paper["Experiments & Results"]}
Git: {paper["Git"]}
' - f'Discussion & Next steps: {paper["Discussion & Next steps"]}
' - f'Related work: {paper.get("Related work", "Not provided")}
' - f'Practical applications: {paper.get("Practical applications", "Not provided")}
' - f'Key takeaways: {paper.get("Key takeaways", "Not provided")}' - + (f'

Design Automation Analysis

' - f'Design Category: {paper.get("design_category", "")}
' - f'Design Techniques: {", ".join(paper.get("design_techniques", []))}
' - f'Design Metrics: {", ".join(paper.get("design_metrics", []))}
' - + (f'

Detailed Design Analysis

' - f'Design automation focus: {paper.get("design_analysis", {}).get("Design automation focus", "Not provided")}
' - f'Technical approach: {paper.get("design_analysis", {}).get("Technical approach", "Not provided")}
' - f'Visual outputs: {paper.get("design_analysis", {}).get("Visual outputs", "Not provided")}
' - f'Designer interaction: {paper.get("design_analysis", {}).get("Designer interaction", "Not provided")}
' - f'Real-world applicability: {paper.get("design_analysis", {}).get("Real-world applicability", "Not provided")}
' - f'Capabilities: Replaceable tools: {", ".join(paper.get("design_analysis", {}).get("capabilities", {}).get("replaceable_tools", []))}, ' - f'Automation level: {paper.get("design_analysis", {}).get("capabilities", {}).get("automation_level", "Unknown")}' - if "design_analysis" in paper else "") - if design_automation and (paper.get("design_category") or paper.get("design_techniques")) else "") - for paper in relevancy - ]) + # Create the email body with better styling + paper_bodies = [] + for paper in relevancy: + paper_html = f''' +
+ +
Subject: {paper["subjects"]}
+
Authors: {paper["authors"]}
+
+ Score: {paper["Relevancy score"]} +
+ +
+ Reason for Relevance: {paper["Reasons for match"]} +
+ +
+
Key Innovations:
+ {paper.get("Key innovations", "Not provided")} +
+ +
+
Critical Analysis:
+ {paper.get("Critical analysis", "Not provided")} +
+ +
+
Goal:
+ {paper.get("Goal", "Not provided")} +
+ +
+
Data:
+ {paper.get("Data", "Not provided")} +
+ +
+
Methodology:
+ {paper.get("Methodology", "Not provided")} +
+ +
+
Implementation Details:
+ {paper.get("Implementation details", "Not provided")} +
+ +
+
Experiments & Results:
+ {paper.get("Experiments & Results", "Not provided")} +
+ +
Git: {paper.get("Git", "Not provided")}
+ +
+
Discussion & Next Steps:
+ {paper.get("Discussion & Next steps", "Not provided")} +
+ +
+
Related Work:
+ {paper.get("Related work", "Not provided")} +
+ +
+
Practical Applications:
+ {paper.get("Practical applications", "Not provided")} +
+ +
+
Key Takeaways:
+ {paper.get("Key takeaways", "Not provided")} +
+ ''' + + # Add design automation section if available + if design_automation and (paper.get("design_category") or paper.get("design_techniques")): + paper_html += f''' +
+

Design Automation Analysis

+
Design Category: {paper.get("design_category", "")}
+
Design Techniques: {", ".join(paper.get("design_techniques", []))}
+
Design Metrics: {", ".join(paper.get("design_metrics", []))}
+ ''' + + if "design_analysis" in paper: + paper_html += f''' +

Detailed Design Analysis

+
Design automation focus: {paper.get("design_analysis", {}).get("Design automation focus", "Not provided")}
+
Technical approach: {paper.get("design_analysis", {}).get("Technical approach", "Not provided")}
+
Visual outputs: {paper.get("design_analysis", {}).get("Visual outputs", "Not provided")}
+
Designer interaction: {paper.get("design_analysis", {}).get("Designer interaction", "Not provided")}
+
Real-world applicability: {paper.get("design_analysis", {}).get("Real-world applicability", "Not provided")}
+
Capabilities: Replaceable tools: {", ".join(paper.get("design_analysis", {}).get("capabilities", {}).get("replaceable_tools", []))}, + Automation level: {paper.get("design_analysis", {}).get("capabilities", {}).get("automation_level", "Unknown")}
+ ''' + + paper_html += '
' + + paper_html += ''' +
+ PDF + arXiv +
+
+ '''.format(paper.get("pdf", paper.get("main_page", "#") + ".pdf"), paper.get("main_page", "#")) + + paper_bodies.append(paper_html) + + body = ''' + + + + + +

ArXiv Digest Results

+ ''' + + # Add warning for hallucinations + if hallucination: + body += '

Warning: The model hallucinated some papers. We have tried to remove them, but the scores may not be accurate.

' + + # Add papers + body += ''.join(paper_bodies) + + body += ''' + + + ''' # Add specialized analysis if requested if special_analysis and len(relevancy) > 0: @@ -708,12 +1120,6 @@ def test(email, topic, physics_topic, categories, interest, key, else: body = "

".join([f'Title: {paper["title"]}
Authors: {paper["authors"]}' for paper in papers]) - # Generate HTML report file with topic - actual_topic = topic - html_file = generate_html_report(relevancy if interest else papers, - title=f"ArXiv Digest: {actual_topic} papers", - topic=actual_topic) - # Send email sg = sendgrid.SendGridAPIClient(api_key=key) from_email = Email(email) @@ -722,6 +1128,10 @@ def test(email, topic, physics_topic, categories, interest, key, content = Content("text/html", body) mail = Mail(from_email, to_email, subject, content) mail_json = mail.get() + + # Generate HTML report file + html_file = generate_html_report(relevancy if interest else papers, + title=f"ArXiv Digest: {topic} papers") # Send an HTTP POST request to /mail/send response = sg.client.mail.send.post(request_body=mail_json) @@ -857,4 +1267,4 @@ def register_anthropic_token(token): subsubject.change(fn=sample, inputs=all_inputs, outputs=sample_output) interest.submit(fn=sample, inputs=all_inputs, outputs=sample_output) -demo.launch(show_api=False) \ No newline at end of file +demo.launch(show_api=False) diff --git a/src/design/find_design_papers.py b/src/design/find_design_papers.py index 627e57f..4ca25fe 100755 --- a/src/design/find_design_papers.py +++ b/src/design/find_design_papers.py @@ -584,6 +584,15 @@ def main(): if args.analyze and design_papers: design_papers = analyze_papers_with_llm(design_papers, args.interest) logger.info("Completed LLM analysis of papers") + + # Debug: Print out the analysis fields for the first paper + if design_papers: + logger.info(f"Paper analysis fields: {list(design_papers[0].keys())}") + # If 'Key innovations' is present, it confirms we have the detailed analysis + if 'Key innovations' in design_papers[0]: + logger.info("Detailed analysis fields present!") + else: + logger.warning("Detailed analysis fields missing!") # Print summary to console for paper in design_papers[:10]: # Print top 10 diff --git a/src/gemini_utils.py b/src/gemini_utils.py index 81f469f..c3c8e99 100644 --- a/src/gemini_utils.py +++ b/src/gemini_utils.py @@ -126,17 +126,26 @@ def analyze_papers_with_gemini( Title: {paper['title']} Authors: {paper['authors']} Abstract: {paper['abstract']} - Content: {paper['content'][:5000]} # Limit content length + Content: {paper['content'][:5000]} - Please provide: - 1. Topic classification - 2. Paper's relationship to the user's interests (score 1-10) - 3. Key innovations - 4. Methodology summary - 5. Technical significance - 6. Related research areas + Please provide your response as a single JSON object with the following structure: + {{ + "Relevancy score": 1-10 (higher = more relevant), + "Reasons for match": "Detailed explanation of why this paper matches the interests", + "Key innovations": "List the main contributions of the paper", + "Critical analysis": "Evaluate strengths and weaknesses", + "Goal": "What problem does the paper address?", + "Data": "Description of datasets used", + "Methodology": "Technical approach and methods", + "Implementation details": "Model architecture, hyperparameters, etc.", + "Experiments & Results": "Key findings and comparisons", + "Discussion & Next steps": "Limitations and future work", + "Related work": "Connection to similar research", + "Practical applications": "Real-world uses of this research", + "Key takeaways": "Main points to remember" + }} - Format your response as JSON with these fields. + Format your response as a valid JSON object and nothing else. """ generation_config = { @@ -164,6 +173,10 @@ def analyze_papers_with_gemini( # Add Gemini analysis to paper paper['gemini_analysis'] = gemini_analysis + + # Directly copy fields to paper + for key, value in gemini_analysis.items(): + paper[key] = value else: logger.warning(f"Could not extract JSON from Gemini response for paper {paper['title']}") paper['gemini_analysis'] = {"error": "Failed to parse response"} diff --git a/src/relevancy.py b/src/relevancy.py index 7b6ac2d..482f088 100644 --- a/src/relevancy.py +++ b/src/relevancy.py @@ -46,7 +46,7 @@ def is_json(myjson): def post_process_chat_gpt_response(paper_data, response, threshold_score=7): selected_data = [] if response is None: - return [] + return [], False # Handle both old and new API response formats if isinstance(response, dict) and 'message' in response: @@ -104,20 +104,46 @@ def try_loads(line): else: hallucination = False + # Define expected analysis fields we want to ensure are copied to the paper objects + analysis_fields = [ + "Relevancy score", "Reasons for match", "Key innovations", "Critical analysis", + "Goal", "Data", "Methodology", "Implementation details", "Experiments & Results", + "Git", "Discussion & Next steps", "Related work", "Practical applications", + "Key takeaways" + ] + for idx, inst in enumerate(score_items): # if the decoding stops due to length, the last example is likely truncated so we discard it if scores[idx] < threshold_score: continue + + # Create detailed output string for logging and console display output_str = "Subject: " + paper_data[idx]["subjects"] + "\n" output_str += "Title: " + paper_data[idx]["title"] + "\n" output_str += "Authors: " + paper_data[idx]["authors"] + "\n" output_str += "Link: " + paper_data[idx]["main_page"] + "\n" + + # Copy all fields from the analysis to the paper object for key, value in inst.items(): paper_data[idx][key] = value output_str += str(key) + ": " + str(value) + "\n" + + # Ensure all expected analysis fields are present in the paper object + # This ensures fields used in the HTML template like "Key innovations" are set + for field in analysis_fields: + if field in inst: + # Double-check the field got copied (should be redundant with the loop above) + paper_data[idx][field] = inst[field] + print(f"Found and copied field: {field}") + else: + print(f"Missing analysis field: {field}") + paper_data[idx]['summarized_text'] = output_str selected_data.append(paper_data[idx]) + print(f"DEBUG: Selected papers count: {len(selected_data)}") + print(f"DEBUG: Paper fields: {list(selected_data[0].keys()) if selected_data else 'No papers'}") + return selected_data, hallucination @@ -134,7 +160,7 @@ def generate_relevance_score( all_papers, query, model_name="gpt-3.5-turbo-16k", - threshold_score=7, + threshold_score=2, num_paper_in_prompt=1, temperature=0.4, top_p=1.0, From 89ffcf1f781a1779d9051be56967f58d855be290 Mon Sep 17 00:00:00 2001 From: linhkid Date: Sun, 6 Apr 2025 17:20:16 +0700 Subject: [PATCH 21/28] just to be safe, it's processing single file ok now --- README.md | 33 +- data/cs.HC_Fri, 04 Apr 25.jsonl | 19 - src/app_new.py | 770 +++++++++++--------------------- src/fix_parser.py | 91 ++++ src/gemini_utils.py | 5 +- src/relevancy.py | 160 +++++-- 6 files changed, 499 insertions(+), 579 deletions(-) delete mode 100644 data/cs.HC_Fri, 04 Apr 25.jsonl create mode 100644 src/fix_parser.py diff --git a/README.md b/README.md index 24ef775..c808f7c 100644 --- a/README.md +++ b/README.md @@ -29,12 +29,12 @@ This repository provides an enhanced daily digest for newly published arXiv pape - **Multi-Model Integration**: Support for OpenAI, Gemini, and Claude models for paper analysis - **Enhanced Analysis**: Detailed paper breakdowns including key innovations, critical analysis, and practical applications - **HTML Report Generation**: Clean, organized reports saved with date-based filenames -- **Design Automation Focus**: Specialized tools for finding and analyzing design-related papers -- **Mechanistic Interpretability**: Special analysis for papers focused on AI safety and mechanistic interpretability -- **Email Integration**: Send digests via email using SendGrid +- **Adjustable Relevancy Threshold**: Interactive slider for filtering papers by relevance score +- **Design Automation Backend**: Specialized tools for analyzing design-related papers - **Topic Clustering**: Group similar papers using AI-powered clustering (Gemini) +- **Robust JSON Parsing**: Reliable extraction of analysis results from LLM responses - **Standardized Directory Structure**: Organized codebase with `/src`, `/data`, and `/digest` directories -- **Web UI**: Easy-to-use Gradio interface for interactive use +- **Simplified Web UI**: Clean Gradio interface focused on core paper analysis functionality ## 🚀 Quick Start @@ -70,13 +70,13 @@ You can use any combination of these models, allowing you to compare results or ## 🎨 Design Paper Discovery -A specialized module is included for finding papers related to AI/ML for design automation: +A specialized backend module is included for finding papers related to AI/ML for design automation: - **Design Automation Tool**: Find papers related to design automation, creative AI, and generative design - **Categorization**: Automatically sort papers into categories like UI/UX Design, Layout Generation, etc. - **Technique Analysis**: Identify papers using specific techniques like GANs, Diffusion Models, LLMs, etc. -Run this as a standalone tool with: +While the UI components for design automation have been simplified, you can still access this functionality through the command line or by using the backend directly: ```bash # Basic usage @@ -108,7 +108,6 @@ Reports are generated in multiple formats: - **HTML Reports**: Clean, organized reports saved to the `/digest` directory with date-based filenames - **Console Output**: Summary information displayed in the terminal -- **Email**: Optional email delivery via SendGrid - **JSON Data**: Raw paper data saved to the `/data` directory Every HTML report includes: @@ -150,12 +149,13 @@ interest: | ### Running the Web Interface -To run locally with the full UI: +To run locally with the simplified UI: 1. Install requirements: `pip install -r requirements.txt` -2. Run the app: `python src/app.py` +2. Run the app: `python src/app_new.py` 3. Open the URL displayed in your terminal 4. Enter your API key(s) and configure your preferences +5. Use the relevancy threshold slider to adjust paper filtering (default is 2) ### Running via GitHub Action @@ -175,7 +175,10 @@ To set up automated daily digests: For advanced users: ```bash -# Regular paper digests +# Regular paper digests with simplified UI +python src/app_new.py + +# Regular paper digests with original UI python src/app.py # Design paper finder @@ -195,10 +198,10 @@ This tool respects arXiv's robots.txt and implements proper rate limiting. If yo The repository is organized as follows: - `/src` - All Python source code - - `app.py` - Main web interface - - `app_new.py` - Updated interface with multi-model support + - `app.py` - Original web interface with full feature set + - `app_new.py` - Simplified interface with improved threshold handling and UI - `download_new_papers.py` - arXiv crawler - - `relevancy.py` - Paper scoring and analysis + - `relevancy.py` - Paper scoring and analysis with robust JSON parsing - `model_manager.py` - Multi-model integration - `gemini_utils.py` - Gemini API integration - `design/` - Design automation tools @@ -211,11 +214,13 @@ The repository is organized as follows: - [x] Support multiple AI models (OpenAI, Gemini, Claude) - [x] Generate comprehensive HTML reports with date-based filenames - [x] Specialized analysis for design automation papers -- [x] Mechanistic interpretability analysis - [x] Topic clustering via Gemini - [x] Standardized directory structure - [x] Enhanced HTML reports with detailed analysis sections - [x] Pre-filtering of arXiv categories for efficiency +- [x] Adjustable relevancy threshold with UI slider +- [x] Robust JSON parsing for reliable LLM response handling +- [x] Simplified UI focused on core functionality - [ ] Full PDF content analysis - [ ] Author-based ranking and filtering - [ ] Fine-tuned open-source model support diff --git a/data/cs.HC_Fri, 04 Apr 25.jsonl b/data/cs.HC_Fri, 04 Apr 25.jsonl deleted file mode 100644 index d4274d9..0000000 --- a/data/cs.HC_Fri, 04 Apr 25.jsonl +++ /dev/null @@ -1,19 +0,0 @@ -{"main_page": "https://arxiv.org/abs/2504.02074", "pdf": "https://arxiv.org/pdf/2504.02074", "title": "Trapped by Expectations: Functional Fixedness in LLM-Enabled Chat Search", "authors": "Jiqun Liu, Jamshed Karimnazarov, Ryen W. White", "subjects": "Human-Computer Interaction (cs.HC); Artificial Intelligence (cs.AI)", "abstract": "Functional fixedness, a cognitive bias that restricts users' interactions with a new system or tool to expected or familiar ways, limits the full potential of Large Language Model (LLM)-enabled chat search, especially in complex and exploratory tasks. To investigate its impact, we conducted a crowdsourcing study with 450 participants, each completing one of six decision-making tasks spanning public safety, diet and health management, sustainability, and AI ethics. Participants engaged in a multi-prompt conversation with ChatGPT to address the task, allowing us to compare pre-chat intent-based expectations with observed interactions. We found that: 1) Several aspects of pre-chat expectations are closely associated with users' prior experiences with ChatGPT, search engines, and virtual assistants; 2) Prior system experience shapes language use and prompting behavior. Frequent ChatGPT users reduced deictic terms and hedge words and frequently adjusted prompts. Users with rich search experience maintained structured, less-conversational queries with minimal modifications. Users of virtual assistants favored directive, command-like prompts, reinforcing functional fixedness; 3) When the system failed to meet expectations, participants generated more detailed prompts with increased linguistic diversity, reflecting adaptive shifts. These findings suggest that while preconceived expectations constrain early interactions, unmet expectations can motivate behavioral adaptation. With appropriate system support, this may promote broader exploration of LLM capabilities. This work also introduces a typology for user intents in chat search and highlights the importance of mitigating functional fixedness to support more creative and analytical use of LLMs.", "content_excerpt": "Error extracting content: HTTP Error 404: Not Found"} -{"main_page": "https://arxiv.org/abs/2504.02110", "pdf": "https://arxiv.org/pdf/2504.02110", "title": "ScreenAudit: Detecting Screen Reader Accessibility Errors in Mobile Apps Using Large Language Models", "authors": "Mingyuan Zhong, Ruolin Chen, Xia Chen, James Fogarty, Jacob O. Wobbrock", "subjects": "Human-Computer Interaction (cs.HC); Artificial Intelligence (cs.AI)", "abstract": "Many mobile apps are inaccessible, thereby excluding people from their potential benefits. Existing rule-based accessibility checkers aim to mitigate these failures by identifying errors early during development but are constrained in the types of errors they can detect. We present ScreenAudit, an LLM-powered system designed to traverse mobile app screens, extract metadata and transcripts, and identify screen reader accessibility errors overlooked by existing checkers. We recruited six accessibility experts including one screen reader user to evaluate ScreenAudit's reports across 14 unique app screens. Our findings indicate that ScreenAudit achieves an average coverage of 69.2%, compared to only 31.3% with a widely-used accessibility checker. Expert feedback indicated that ScreenAudit delivered higher-quality feedback and addressed more aspects of screen reader accessibility compared to existing checkers, and that ScreenAudit would benefit app developers in real-world settings.", "content_excerpt": "\\setcctype\nby Mobile applications frequently fail to meet accessibility standards (Ross et\u00a0al., 2018; Yan and Ramachandran, 2019; Ross et\u00a0al., 2020; Fok et\u00a0al., 2022), rendering app contents and functionality inaccessible to people with disabilities.\nDespite efforts to promote developer awareness\u00a0(Apple, 2024b; Google, 2024c; W3C, 2021) and availability of developer toolkits\u00a0(Apple, 2024a; Google, 2024a; Deque, 2021),\na recent large-scale longitudinal study\u00a0(Fok et\u00a0al., 2022) found no significant improvements in mobile app accessibility.\nMeanwhile, an industry survey\u00a0(Access, 2024) found that 72% of developers are not certain that their company\u2019s digital services are accessible. Contributing to the lack of accessibility improvement and developer confidence may be the limited accessibility error coverage in current automated checkers (e.g., Google\u2019s Accessibility Scanner)\u00a0(Carvalho et\u00a0al., 2018; Mateus et\u00a0al., 2020; Google, 2024a).\nFor instance, Carvalho et al. found that blind and part..."} -{"main_page": "https://arxiv.org/abs/2504.02149", "pdf": "https://arxiv.org/pdf/2504.02149", "title": "Exploring the Privacy and Security Challenges Faced by Migrant Domestic Workers in Chinese Smart Homes", "authors": "Shijing He, Xiao Zhan, Yaxiong Lei, Yueyan Liu, Ruba Abu-Salma, Jose Such", "subjects": "Human-Computer Interaction (cs.HC); Cryptography and Security (cs.CR); Computers and Society (cs.CY)", "abstract": "The growing use of smart home devices poses considerable privacy and security challenges, especially for individuals like migrant domestic workers (MDWs) who may be surveilled by their employers. This paper explores the privacy and security challenges experienced by MDWs in multi-user smart homes through in-depth semi-structured interviews with 26 MDWs and 5 staff members of agencies that recruit and/or train domestic workers in China. Our findings reveal that the relationships between MDWs, their employers, and agencies are characterized by significant power imbalances, influenced by Chinese cultural and social factors (such as Confucianism and collectivism), as well as legal ones. Furthermore, the widespread and normalized use of surveillance technologies in China, particularly in public spaces, exacerbates these power imbalances, reinforcing a sense of constant monitoring and control. Drawing on our findings, we provide recommendations to domestic worker agencies and policymakers to address the privacy and security challenges facing MDWs in Chinese smart homes.", "content_excerpt": "\\setcctype\nby\n\n\n\n\n\n\n\n\n{CJK*}UTF8gbsn Homes around the world are getting smarter in recent years. The rapid adoption of smart home devices has significantly raised privacy and security concerns among various stakeholders, including device owners and primary users\u00a0(Zeng et\u00a0al., 2017; Zheng et\u00a0al., 2018; Abdi et\u00a0al., 2019; Huang et\u00a0al., 2020; Delgado\u00a0Rodriguez et\u00a0al., 2024; Le et\u00a0al., 2024), as well as bystanders\u00a0(Albayaydh and Flechais, 2024a; Despres et\u00a0al., 2024; Zhou et\u00a0al., 2024a; Park et\u00a0al., 2024; Marky et\u00a0al., 2024; Chiang et\u00a0al., 2024; Feger et\u00a0al., 2023; Shalawadi et\u00a0al., 2024; Wang et\u00a0al., 2023). In particular, recent literature has explored the privacy and security needs, concerns, and preferences of at-risk populations, including bystander groups who have little to no access to these devices and face challenges like power imbalances and privacy invasions in their living and/or work environments, as seen with migrant domestic workers (MDWs) who work in smart homes owned by the..."} -{"main_page": "https://arxiv.org/abs/2504.02176", "pdf": "https://arxiv.org/pdf/2504.02176", "title": "Unfiltered: How Teens Engage in Body Image and Shaming Discussions via Instagram Direct Messages (DMs)", "authors": "Abdulmalik Alluhidan, Jinkyung Katie Park, Mamtaj Akter, Rachel Rodgers, Afsaneh Razi, Pamela J. Wisniewski", "subjects": "Human-Computer Interaction (cs.HC)", "abstract": "We analyzed 1,596 sub-conversations within 451 direct message (DM) conversations from 67 teens (ages 13-17) who engaged in private discussions about body image on Instagram. Our findings show that teens often receive support when sharing struggles with negative body image, participate in criticism when engaging in body-shaming, and are met with appreciation when promoting positive body image. Additionally, these types of disclosures and responses varied based on whether the conversations were one-on-one or group-based. We found that sharing struggles and receiving support most often occurred in one-on-one conversations, while body shaming and negative interactions often occurred in group settings. A key insight of the study is that private social media settings can significantly influence how teens discuss and respond to body image. Based on these findings, we suggest design guidelines for social media platforms that could promote positive interactions around body image, ultimately creating a healthier and more supportive online environment for teens dealing with body image concerns.", "content_excerpt": "Body image is a critical aspect of adolescent development, significantly impacting mental health and self-esteem (Ajmal et\u00a0al., 2019; Choukas-Bradley et\u00a0al., 2022). In 2022, a nationally representative report in the United States showed that 73% of teenage girls and 69% of teenage boys had expressed significant self-consciousness regarding their physical appearance (Mostafavi, 2022).\nWith their visually centered design and social features, social media platforms such as Instagram have become central to how young people engage with one another about appearance\u00a0(Alluhidan et\u00a0al., 2024; DeVito et\u00a0al., 2017). Such public social media platforms have been reported to exacerbate body image concerns by showcasing idealized images, leading to increased body dissatisfaction through heightened social comparisons\u00a0(Pedalino and Camerini, 2022; Jung et\u00a0al., 2022).\nIn addition, within these environments, peer influences have been shown to play a crucial role in either exacerbating their body image co..."} -{"main_page": "https://arxiv.org/abs/2504.02204", "pdf": "https://arxiv.org/pdf/2504.02204", "title": "Characterizing Creativity in Visualization Design", "authors": "Naimul Hoque, Zinat Ara, Safwat Ali Khan, Fanny Chevalier, Niklas Elmqvist", "subjects": "Human-Computer Interaction (cs.HC)", "abstract": "Understanding the role of creativity in visualization design becomes increasingly important as the field matures, particularly with the emergence of various visualization authoring and recommendation systems. In this paper, we examine how creativity manifests in visualization design processes and how academic research has conceptualized it over time. Through a systematic review of 58 visualization papers that use the terms \"creativity\" or \"creative,\" we analyze the evolution of creative practices in visualization design. Our findings show that prior literature predominantly used atypical designs through free-form drawings, infographics, pictorials, and data comics to define creative representations. However, creativity in visualization design extends beyond visual representations to encompass early needfinding design activities such as sketching, storyboarding, discussion, and card sorting. Data visualization can also support a wide variety of creative tasks (e.g., fiction writing). We discuss the implications of these findings for fostering innovation within established design paradigms and for developing more sophisticated visualization authoring systems. The full list of coded papers are available here: this https URL.", "content_excerpt": "\\onlineid\n0\n\\vgtccategoryResearch\n\\vgtcpapertypetheory/model\n\n\n\\authorfooter\nNaimul Hoque is with University of Iowa, IA, USA.\nE-mail: nhoque@uiowa.edu.\nZinat Ara and Safwat Ali Khan are with George Mason University, VA, USA.\nE-mail: {zara, skhan89}@gmu.edu.\nFanny Chevalier is with University of Toronto, Toronto, ON, Canada.\nE-mail: fanny@dgp.toronto.edu.\nNiklas Elmqvist is with Aarhus University, Aarhus, Denmark.\nE-mail: elm@cs.au.dk. \\teaser\nDifferent forms of creativity in data visualization design. (Left) Design frameworks involving activities such as sketching, group discussion, and card sorting can foster human creativity regardless of the resulting visualization. (Middle) Infographics, pictorials, and data comics can promote creativity through unusual layouts and personalized glyphs and icons. These representations typically rely on author-driven creative activities such as designing custom glyphs and selecting image segments for pictorials. (Right) Data visualization can also s..."} -{"main_page": "https://arxiv.org/abs/2504.02217", "pdf": "https://arxiv.org/pdf/2504.02217", "title": "The Plot Thickens: Quantitative Part-by-Part Exploration of MLLM Visualization Literacy", "authors": "Matheus Valentim, Vaishali Dhanoa, Gabriela Molina Le\u00f3n, Niklas Elmqvist", "subjects": "Human-Computer Interaction (cs.HC)", "abstract": "Multimodal Large Language Models (MLLMs) can interpret data visualizations, but what makes a visualization understandable to these models? Do factors like color, shape, and text influence legibility, and how does this compare to human perception? In this paper, we build on prior work to systematically assess which visualization characteristics impact MLLM interpretability. We expanded the Visualization Literacy Assessment Test (VLAT) test set from 12 to 380 visualizations by varying plot types, colors, and titles. This allowed us to statistically analyze how these features affect model performance. Our findings suggest that while color palettes have no significant impact on accuracy, plot types and the type of title significantly affect MLLM performance. We observe similar trends for model omissions. Based on these insights, we look into which plot types are beneficial for MLLMs in different tasks and propose visualization design principles that enhance MLLM readability. Additionally, we make the extended VLAT test set, VLAT ex, publicly available on this https URL together with our supplemental material for future model testing and evaluation.", "content_excerpt": "\\onlineid\n0\n\\vgtccategoryResearch\n\\vgtcpapertypeTechnique\n\n\n\n\n\\authorfooter\nMatheus Valentim, Vaishali Dhanoa, Gabriela Molina Le\u00f3n, and Niklas Elmqvist are with Aarhus University in Aarhus, Denmark. E-mail: {au763015, dhanoa, leon, elm}@cs.au.dk.\n\n\\shortauthortitleThe Plot Thickens \\teaser\nVisualization literacy for MLLMs.\nOur work advances the field\u2019s knowledge about which charts and chart components play a role in the visualization literacy of multimodal large language models.\nThese findings suggest a set of common design principles that can help practitioners optimize data visualizations specifically for MLLMs. The rise of multimodal large language models (MLLMs) with their capacity to \u201csee\u201d\u2014or rather, translate images into vector embeddings\u2014opens up a world of possibility for the use of these models for visualization.\nThis new capability has prompted researchers to develop benchmarks that measure how well MLLMs interpret visualizations, drawing on established visualization literac..."} -{"main_page": "https://arxiv.org/abs/2504.02234", "pdf": "https://arxiv.org/pdf/2504.02234", "title": "LLM Social Simulations Are a Promising Research Method", "authors": "Jacy Reese Anthis, Ryan Liu, Sean M. Richardson, Austin C. Kozlowski, Bernard Koch, James Evans, Erik Brynjolfsson, Michael Bernstein", "subjects": "Human-Computer Interaction (cs.HC); Artificial Intelligence (cs.AI); Computation and Language (cs.CL); Computers and Society (cs.CY)", "abstract": "Accurate and verifiable large language model (LLM) simulations of human research subjects promise an accessible data source for understanding human behavior and training new AI systems. However, results to date have been limited, and few social scientists have adopted these methods. In this position paper, we argue that the promise of LLM social simulations can be achieved by addressing five tractable challenges. We ground our argument in a literature survey of empirical comparisons between LLMs and human research subjects, commentaries on the topic, and related work. We identify promising directions with prompting, fine-tuning, and complementary methods. We believe that LLM social simulations can already be used for exploratory research, such as pilot experiments for psychology, economics, sociology, and marketing. More widespread use may soon be possible with rapidly advancing LLM capabilities, and researchers should prioritize developing conceptual models and evaluations that can be iteratively deployed and refined at pace with ongoing AI advances.", "content_excerpt": "\\WarningFilter\nlatexYou have requested package\n\\WarningFilterhyperrefIgnoring empty anchor\n\\WarningFiltercaptionUnknown document class With the rapid advances in large language models (LLMs), many researchers have investigated their use for accurate and verifiable simulations of human research subjects (e.g., Hewitt et\u00a0al., 2024). Simulations promise to address many limitations of human data, such as difficulties of representative sampling (Henrich et\u00a0al., 2010), financial costs that limit accessibility (Alemayehu et\u00a0al., 2018), and methodological biases such as non-response bias (Sedgwick, 2014). Complementing human data with simulations could accelerate social science, open up new research opportunities\u2014such as exploring historical or cultural counterfactuals and piloting large-scale policy changes\u2014and fuel scalable synthetic data generation for the development of human-compatible AI (Bai et\u00a0al., 2022; Kim et\u00a0al., 2023). Nonetheless, the limitations of LLMs and simulation results to..."} -{"main_page": "https://arxiv.org/abs/2504.02250", "pdf": "https://arxiv.org/pdf/2504.02250", "title": "Designing Effective Human-Swarm Interaction Interfaces: Insights from a User Study on Task Performance", "authors": "Wasura D. Wattearachchi, Erandi Lakshika, Kathryn Kasmarik, Michael Barlow", "subjects": "Human-Computer Interaction (cs.HC); Robotics (cs.RO)", "abstract": "In this paper, we present a systematic method of design for human-swarm interaction interfaces, combining theoretical insights with empirical evaluation. We first derive ten design principles from existing literature, apply them to key information dimensions identified through goal-directed task analysis and developed a tablet-based interface for a target search task. We then conducted a user study with 31 participants where humans were required to guide a robotic swarm to a target in the presence of three types of hazards that pose a risk to the robots: Distributed, Moving, and Spreading. Performance was measured based on the proximity of the robots to the target and the number of deactivated robots at the end of the task. Results indicate that at least one robot was bought closer to the target in 98% of tasks, demonstrating the interface's success fulfilling the primary objective of the task. Additionally, in nearly 67% of tasks, more than 50% of the robots reached the target. Moreover, particularly better performance was noted in moving hazards. Additionally, the interface appeared to help minimize robot deactivation, as evidenced by nearly 94% of tasks where participants managed to keep more than 50% of the robots active, ensuring that most of the swarm remained operational. However, its effectiveness varied across hazards, with robot deactivation being lowest in distributed hazard scenarios, suggesting that the interface provided the most support in these conditions.", "content_excerpt": "Error extracting content: HTTP Error 404: Not Found"} -{"main_page": "https://arxiv.org/abs/2504.02526", "pdf": "https://arxiv.org/pdf/2504.02526", "title": "Improving User Experience with FAICO: Towards a Framework for AI Communication in Human-AI Co-Creativity", "authors": "Jeba Rezwana, Corey Ford", "subjects": "Human-Computer Interaction (cs.HC); Artificial Intelligence (cs.AI)", "abstract": "How AI communicates with humans is crucial for effective human-AI co-creation. However, many existing co-creative AI tools cannot communicate effectively, limiting their potential as collaborators. This paper introduces our initial design of a Framework for designing AI Communication (FAICO) for co-creative AI based on a systematic review of 107 full-length papers. FAICO presents key aspects of AI communication and their impacts on user experience to guide the design of effective AI communication. We then show actionable ways to translate our framework into two practical tools: design cards for designers and a configuration tool for users. The design cards enable designers to consider AI communication strategies that cater to a diverse range of users in co-creative contexts, while the configuration tool empowers users to customize AI communication based on their needs and creative workflows. This paper contributes new insights within the literature on human-AI co-creativity and Human-Computer Interaction, focusing on designing AI communication to enhance user experience.", "content_excerpt": "Human-AI co-creativity involves humans and AI collaborating in a creative process as partners to produce creative artifacts, ideas or performances (Davis, 2013). Co-creativity research suggests (Liapis et\u00a0al., 2014) that when creativity emerges from human-AI interaction, it can surpass contributors\u2019 original creativity and intentions as novel ideas arise in the process. With the emergence of popular Generative AI (GenAI) systems with co-creative abilities such as ChatGPT (ope, linea), DALL-E (ope, lineb) and Midjourney (mid, line), human-AI co-creativity is making its way into mainstream life. We suggest that the next frontier of co-creative AI needs good collaborative skills in addition to algorithmic competence. However, designing co-creative AI has many challenges due to the open-ended nature of the interaction between humans and AI in creative contexts (Davis et\u00a0al., 2016; Kantosalo et\u00a0al., 2014). For example, co-creative AI must be able to adapt to spontaneous interaction styles a..."} -{"main_page": "https://arxiv.org/abs/2504.02551", "pdf": "https://arxiv.org/pdf/2504.02551", "title": "Human-Centered Development of an Explainable AI Framework for Real-Time Surgical Risk Surveillance", "authors": "Andrea E Davidson, Jessica M Ray, Yulia Levites Strekalova, Parisa Rashidi, Azra Bihorac", "subjects": "Human-Computer Interaction (cs.HC)", "abstract": "Background: Artificial Intelligence (AI) clinical decision support (CDS) systems have the potential to augment surgical risk assessments, but successful adoption depends on an understanding of end-user needs and current workflows. This study reports the initial co-design of MySurgeryRisk, an AI CDS tool to predict the risk of nine post-operative complications in surgical patients. Methods: Semi-structured focus groups and interviews were held as co-design sessions with perioperative physicians at a tertiary academic hospital in the Southeastern United States. Participants were read a surgical vignette and asked questions to elicit an understanding of their current decision-making practices before being introduced to the MySurgeryRisk prototype web interface. They were asked to provide feedback on the user interface and system features. Session transcripts were qualitatively coded, after which thematic analysis took place. Results: Data saturation was reached after 20 surgeons and anesthesiologists from varying career stages participated across 11 co-design sessions. Thematic analysis resulted in five themes: (1) decision-making cognitive processes, (2) current approach to decision-making, (3) future approach to decision-making with MySurgeryRisk, (4) feedback on current MySurgeryRisk prototype, and (5) trustworthy considerations. Conclusion: Clinical providers perceived MySurgeryRisk as a promising CDS tool that factors in a large volume of data and is computed in real-time without any need for manual input. Participants provided feedback on the design of the interface and imaged applications of the tool in the clinical workflow. However, its successful implementation will depend on its actionability and explainability of model outputs, integration into current electronic systems, and calibration of trust among end-users.", "content_excerpt": "Error extracting content: HTTP Error 404: Not Found"} -{"main_page": "https://arxiv.org/abs/2504.02585", "pdf": "https://arxiv.org/pdf/2504.02585", "title": "\"I Feel Like I'm Teaching in a Gladiator Ring\": Barriers and Benefits of Live Coding in Classroom Settings", "authors": "Caroline Berger, David Weintrop, Niklas Elmqvist", "subjects": "Human-Computer Interaction (cs.HC)", "abstract": "Live coding for teaching-synchronously writing software in front of students-can be an effective method for engaging students and instilling practical programming skills. However, not all settings are conducive to live coding and not all instructors are successful in this challenging task. We present results from a study involving university instructors, teaching assistants, and students identifying both barriers and benefits of live coding. Physical infrastructure, a positive classroom community with psychological safety, and opportunities for teacher development are practical considerations for live coding. In order for live coding to be an active learning experience, we recommend that tools support multiple mechanisms for engaging students, directing audience attention, and encouraging student-led live coding.", "content_excerpt": "\u201cAnd then I\u2019m teaching [\u2026] in a classroom that feels like a gladiatorial ring.\n200 seats in a wall up in front of me.\nAnd I have to lean back to see the top.\nAnd really the only constraint in that classroom is that it\u2019s terrifying.\nIt is the most terrifying experience I\u2019ve ever had.\u201d\n\u2013 Participant 08 (Computer Science instructor) The gladiator descends into the arena engulfed by the shrill screams of the spectators.\nRows upon rows of the audience stares down at him, anticipating the long-awaited battle.\nBut we aren\u2019t in Ancient Rome; we are in a giant tiered lecture hall on a present-day university campus.\nThe spectators are students learning programming.\nAnd the gladiator?\nIt\u2019s the instructor, equipped with only their laptop and some notes, and the feat that they are about to attempt is to write valid source code in front of an auditorium full of students.\nWhile an effective means of engaging the audience and conveying authentic, practical programming skills, instructors liken this fo..."} -{"main_page": "https://arxiv.org/abs/2504.02622", "pdf": "https://arxiv.org/pdf/2504.02622", "title": "Exploring undercurrents of learning tensions in an LLM-enhanced landscape: A student-centered qualitative perspective on LLM vs Search", "authors": "Rahul R. Divekar, Sophia Guerra, Lisette Gonzalez, Natasha Boos, Helen Zhou", "subjects": "Human-Computer Interaction (cs.HC)", "abstract": "Large language models (LLMs) are transforming how students learn by providing readily available tools that can quickly augment or complete various learning activities with non-trivial performance. Similar paradigm shifts have occurred in the past with the introduction of search engines and Wikipedia, which replaced or supplemented traditional information sources such as libraries and books. This study investigates the potential for LLMs to represent the next shift in learning, focusing on their role in information discovery and synthesis compared to existing technologies, such as search engines. Using a within-subjects, counterbalanced design, participants learned new topics using a search engine (Google) and an LLM (ChatGPT). Post-task follow-up interviews explored students' reflections, preferences, pain points, and overall perceptions. We present analysis of their responses that show nuanced insights into when, why, and how students prefer LLMs over search engines, offering implications for educators, policymakers, and technology developers navigating the evolving educational landscape.", "content_excerpt": "Error extracting content: HTTP Error 404: Not Found"} -{"main_page": "https://arxiv.org/abs/2504.02624", "pdf": "https://arxiv.org/pdf/2504.02624", "title": "EmbodiedSense: Understanding Embodied Activities with Earphones", "authors": "Lixing He, Bufang Yang, Di Duan, Zhenyu Yan, Guoliang Xing", "subjects": "Human-Computer Interaction (cs.HC)", "abstract": "In this paper, we propose EmbodiedSense, a sensing system based on commercial earphones, which enables fine-grained activity logs using existing sensors. The activity logs record both user activities and the scenario in which the activities took place, benefiting detailed behavior understanding. By understanding both the user and the environment, EmbodiedSense addresses three main challenges: the limited recognition capability caused by information-hungry configurations (i.e., limited sensors available), the ineffective fusion to extract ambient information such as contextual scenarios, and the interference from ambient noise. Specifically, EmbodiedSense consists of a context-aware scenario recognition module and spatial-aware activity detection, which is further integrated with other attributes by expert knowledge. We implement our system on commercial earphones equipped with binaural microphones and an Inertial Measurement Unit (IMU). By distinguishing usage scenarios and identifying the source of sounds, EmbodiedSense enables fine-grained activity logs in a zero-shot manner (evaluated with up to 41 categories) and outperforms strong baselines like ImageBind-LLM by 38% F1-score. Extensive evaluations demonstrate that EmbodiedSense is a promising solution for long-term and short-term activity logs and provides significant benefits in monitoring the wearer's daily life.", "content_excerpt": "Embodied AI is a new and developing field of research that involves systems with a physical presence, allowing both robots and humans to interact with the real world (Bartolozzi et\u00a0al., 2022; Luo et\u00a0al., 2022).\nUnderstanding human behaviors is fundamental in embodied AI, which can be called embodied activity sensing. Embodied activity sensing is a significant extension of existing human activity recognition (HAR), which specifically focuses on user-conducted activity and is rarely explored.\nConsequently, embodied activity sensing can record a daily log that continuously tracks the users with both long-time scenarios and short-time activities, enabling fine-grained health monitoring (Munguia\u00a0Tapia, 2008; Alam and Roy, 2014; Gedam and Paul, 2021). For example, caregivers and doctors can refer to the detailed log to provide diagnoses and interventions for patients and the elderly. With the popularity of earphones, various applications\u00a0(Mollyn et\u00a0al., 2022; He et\u00a0al., 2023; Chen et\u00a0al., 20..."} -{"main_page": "https://arxiv.org/abs/2504.02663", "pdf": "https://arxiv.org/pdf/2504.02663", "title": "Development of Automated Data Quality Assessment and Evaluation Indices by Analytical Experience", "authors": "Yuka Haruki, Kei Kato, Yuki Enami, Hiroaki Takeuchi, Daiki Kazuno, Kotaro Yamada, Teruaki Hayashi", "subjects": "Human-Computer Interaction (cs.HC)", "abstract": "The societal need to leverage third-party data has driven the data-distribution market and increased the importance of data quality assessment (DQA) in data transactions between organizations. However, DQA requires expert knowledge of raw data and related data attributes, which hinders consensus-building in data purchasing. This study focused on the differences in DQAs between experienced and inexperienced data handlers. We performed two experiments: The first was a questionnaire survey involving 41 participants with varying levels of data-handling experience, who evaluated 12 data samples using 10 predefined indices with and without quality metadata generated by the automated tool. The second was an eye-tracking experiment to reveal the viewing behavior of participants during data evaluation. It was revealed that using quality metadata generated by the automated tool can reduce misrecognition in DQA. While experienced data handlers rated the quality metadata highly, semi-experienced users gave it the lowest ratings. This study contributes to enhancing data understanding within organizations and promoting the distribution of valuable data by proposing an automated tool to support DQAs.", "content_excerpt": "[1]\\fnmYuka \\surHaruki 1]\\orgdivSchool of Engineering, \\orgnameThe University of Tokyo\n2]\\orgdivKyodo Printing Co., Ltd. In recent years, data has increasingly become more of a commodity [1] and the volume of data distributed has grown with the importance of digital transformation [2][3]. Data has also been referred to as \u201cthe oil of the 21st century,\u201d and expectations of value creation using data have increased since the global boom in big data around 2013. In line with this, a data-distribution service emerged, where data is traded between companies and organizations [4]."} -{"main_page": "https://arxiv.org/abs/2504.02664", "pdf": "https://arxiv.org/pdf/2504.02664", "title": "How humans evaluate AI systems for person detection in automatic train operation: Not all misses are alike", "authors": "Romy M\u00fcller", "subjects": "Human-Computer Interaction (cs.HC)", "abstract": "If artificial intelligence (AI) is to be applied in safety-critical domains, its performance needs to be evaluated reliably. The present study aimed to understand how humans evaluate AI systems for person detection in automatic train operation. In three experiments, participants saw image sequences of people moving in the vicinity of railway tracks. A simulated AI had highlighted all detected people, sometimes correctly and sometimes not. Participants had to provide a numerical rating of the AI's performance and then verbally explain their rating. The experiments varied several factors that might influence human ratings: the types and plausibility of AI mistakes, the number of affected images, the number of people present in an image, the position of people relevant to the tracks, and the methods used to elicit human evaluations. While all these factors influenced human ratings, some effects were unexpected or deviated from normative standards. For instance, the factor with the strongest impact was people's position relative to the tracks, although participants had explicitly been instructed that the AI could not process such information. Taken together, the results suggest that humans may sometimes evaluate more than the AI's performance on the assigned task. Such mismatches between AI capabilities and human expectations should be taken into consideration when conducting safety audits of AI systems.", "content_excerpt": "Error extracting content: HTTP Error 404: Not Found"} -{"main_page": "https://arxiv.org/abs/2504.02675", "pdf": "https://arxiv.org/pdf/2504.02675", "title": "Cybersickness Assessment Framework(TestBed): Towards a Standardization of Experiments", "authors": "Nana Tian, Elif Kurtay, Dylan Vairoli, Adriano Viegas Milani, Ronan Boulic", "subjects": "Human-Computer Interaction (cs.HC)", "abstract": "Investigating cybersickness (CS) in virtual reality (VR) often requires significant resources to create the VR environment and manage other experiment-related aspects. Additionally, slight differences in VR content across studies can lead to conflicting results. To address these challenges, we propose a standardized assessment framework to facilitate cybersickness research. The main goal is to enable consistent and comparable CS-related experiments. By establishing this common foundation, researchers can better evaluate and compare the impact of various factors on cybersickness. We provide a comprehensive explanation of the conceptual designs, detail the technical implementation, and offer instructions for using the proposed framework. Lastly, we conclude by discussing the limitations and potential avenues for future development.", "content_excerpt": "Error extracting content: HTTP Error 404: Not Found"} -{"main_page": "https://arxiv.org/abs/2504.02735", "pdf": "https://arxiv.org/pdf/2504.02735", "title": "Pushing the Limit of PPG Sensing in Sedentary Conditions by Addressing Poor Skin-sensor Contact", "authors": "Manh Pham Hung, Matthew Yiwen Ho, Yiming Zhang, Dimitris Spathis, Aaqib Saeed, Dong Ma", "subjects": "Human-Computer Interaction (cs.HC); Machine Learning (cs.LG)", "abstract": "Photoplethysmography (PPG) is a widely used non-invasive technique for monitoring cardiovascular health and various physiological parameters on consumer and medical devices. While motion artifacts are well-known challenges in dynamic settings, suboptimal skin-sensor contact in sedentary conditions - a critical issue often overlooked in existing literature - can distort PPG signal morphology, leading to the loss or shift of essential waveform features and therefore degrading sensing performance. In this work, we propose CP-PPG, a novel approach that transforms Contact Pressure-distorted PPG signals into ones with the ideal morphology. CP-PPG incorporates a novel data collection approach, a well-crafted signal processing pipeline, and an advanced deep adversarial model trained with a custom PPG-aware loss function. We validated CP-PPG through comprehensive evaluations, including 1) morphology transformation performance on our self-collected dataset, 2) downstream physiological monitoring performance on public datasets, and 3) in-the-wild performance. Extensive experiments demonstrate substantial and consistent improvements in signal fidelity (Mean Absolute Error: 0.09, 40% improvement over the original signal) as well as downstream performance across all evaluations in Heart Rate (HR), Heart Rate Variability (HRV), Respiration Rate (RR), and Blood Pressure (BP) estimation (on average, 21% improvement in HR; 41-46% in HRV; 6% in RR; and 4-5% in BP). These findings highlight the critical importance of addressing skin-sensor contact issues for accurate and dependable PPG-based physiological monitoring. Furthermore, CP-PPG can serve as a generic, plug-in API to enhance PPG signal quality.", "content_excerpt": "Photoplethysmography (PPG) is a non-invasive optical technique used to measure changes in blood volume in peripheral blood vessels. It functions by emitting light onto the skin using an LED and measuring the amount of light transmitted through (transmissive PPG) or reflected against (reflective PPG) the skin, which changes due to cardiac pulsations, with a photodetector. An ideal PPG waveform (Figure\u00a01) reflects complete cardiac cycles and contains all key features such as the systolic peak, dicrotic notch, and diastolic peak, all of which hold significant clinical importance. For example, PPG waveforms can be used to derive various physiological parameters, including heart rate (HR)\u00a0(Biswas et\u00a0al., 2019b; Thomas and Gopi, 2019; Arunkumar and Bhaskar, 2019), heart rate variability (HRV)\u00a0(Natarajan et\u00a0al., 2020; Taoum et\u00a0al., 2022; Hoog\u00a0Antink et\u00a0al., 2021; Aliani et\u00a0al., 2023), respiration rate (RR)\u00a0(Osathitporn et\u00a0al., 2023; Natarajan et\u00a0al., 2021), blood pressure (BP)\u00a0(Fan et\u00a0al., 20..."} -{"main_page": "https://arxiv.org/abs/2504.02780", "pdf": "https://arxiv.org/pdf/2504.02780", "title": "From Consumption to Collaboration: Measuring Interaction Patterns to Augment Human Cognition in Open-Ended Tasks", "authors": "Joshua Holstein, Moritz Diener, Philipp Spitzer", "subjects": "Human-Computer Interaction (cs.HC); Artificial Intelligence (cs.AI)", "abstract": "The rise of Generative AI, and Large Language Models (LLMs) in particular, is fundamentally changing cognitive processes in knowledge work, raising critical questions about their impact on human reasoning and problem-solving capabilities. As these AI systems become increasingly integrated into workflows, they offer unprecedented opportunities for augmenting human thinking while simultaneously risking cognitive erosion through passive consumption of generated answers. This tension is particularly pronounced in open-ended tasks, where effective solutions require deep contextualization and integration of domain knowledge. Unlike structured tasks with established metrics, measuring the quality of human-LLM interaction in such open-ended tasks poses significant challenges due to the absence of ground truth and the iterative nature of solution development. To address this, we present a framework that analyzes interaction patterns along two dimensions: cognitive activity mode (exploration vs. exploitation) and cognitive engagement mode (constructive vs. detrimental). This framework provides systematic measurements to evaluate when LLMs are effective tools for thought rather than substitutes for human cognition, advancing theoretical understanding and practical guidance for developing AI systems that protect and augment human cognitive capabilities.", "content_excerpt": "The emergence of Generative AI (GenAI) has fundamentally reshaped how humans approach cognitive tasks, from creative ideation to complex problem-solving (Radensky et\u00a0al., 2024; Tankelevitch et\u00a0al., 2024; Simkute et\u00a0al., 2025). Among these technologies, Large Language Models (LLMs) have become particularly influential due to their ability to engage in natural language dialogue and support a wide range of tasks (Subramonyam et\u00a0al., 2024). While LLMs show remarkable potential for augmenting human thinking and reflection (Simkute et\u00a0al., 2025), they simultaneously risk cognitive erosion through uncritical reliance on their outputs (Lee et\u00a0al., 2025; Sarkar et\u00a0al., 2024; Drosos et\u00a0al., 2025; Stadler et\u00a0al., 2024). This risk is particularly pronounced as LLMs can generate seemingly high-quality outputs that may contain substantial flaws (Russell et\u00a0al., 2024): they can produce hallucinations\u2014confidently stated but factually incorrect information\u2014that can lead to misinformation and flawed men..."} -{"main_page": "https://arxiv.org/abs/2504.02794", "pdf": "https://arxiv.org/pdf/2504.02794", "title": "MENA: Multimodal Epistemic Network Analysis for Visualizing Competencies and Emotions", "authors": "Behdokht Kiafar, Pavan Uttej Ravva, Asif Ahmmed Joy, Salam Daher, Roghayeh Leila Barmaki", "subjects": "Human-Computer Interaction (cs.HC)", "abstract": "The need to improve geriatric care quality presents a challenge that requires insights from stakeholders. While simulated trainings can boost competencies, extracting meaningful insights from these practices to enhance simulation effectiveness remains a challenge. In this study, we introduce Multimodal Epistemic Network Analysis (MENA), a novel framework for analyzing caregiver attitudes and emotions in an Augmented Reality setting and exploring how the awareness of a virtual geriatric patient (VGP) impacts these aspects. MENA enhances the capabilities of Epistemic Network Analysis by detecting positive emotions, enabling visualization and analysis of complex relationships between caregiving competencies and emotions in dynamic caregiving practices. The framework provides visual representations that demonstrate how participants provided more supportive care and engaged more effectively in person-centered caregiving with aware VGP. This method could be applicable in any setting that depends on dynamic interpersonal interactions, as it visualizes connections between key elements using network graphs and enables the direct comparison of multiple networks, thereby broadening its implications across various fields.", "content_excerpt": "\\onlineid\n1895\n\\vgtccategoryResearch\n\\vgtcpapertypetheory/model \\teaser\nThe architecture of the proposed multimodal Emotional State Classifier, consisting of four main components: Audio Extraction, Pose Estimation, Text Feature integrated with Knowledge Graph, and Fusion Network including a classification head. This setup determines whether the participant exhibited a positive emotion, such as a supportive and uplifting approach, during that segment of the video, as evidenced by their audio, gestures, and verbal communication. Introduction"} diff --git a/src/app_new.py b/src/app_new.py index 2f827b7..bb92763 100755 --- a/src/app_new.py +++ b/src/app_new.py @@ -2,8 +2,6 @@ from download_new_papers import get_papers import utils from relevancy import generate_relevance_score, process_subject_fields -import sendgrid -from sendgrid.helpers.mail import Mail, Email, To, Content import os import openai @@ -127,16 +125,33 @@ def filter_papers_by_threshold(papers, threshold): paper["Relevancy score"] = threshold print(f"Assigned default threshold score to paper: {paper.get('title')}") - # Add missing fields with default values + # Add missing fields with default values - always ensure all fields exist for field in required_fields: - if field not in paper: - paper[field] = f"Not available in analysis" + if field not in paper or paper[field] is None: + paper[field] = f"Not available in the paper content" print(f"Added missing field {field} to paper: {paper.get('title')}") + elif isinstance(paper[field], str) and (not paper[field].strip() or + paper[field] == "Not provided" or paper[field] == "Not available in analysis"): + paper[field] = f"Not available in the paper content" + print(f"Replaced placeholder for field {field} in paper: {paper.get('title')}") # Now filter papers filtered_papers = [p for p in papers if p.get("Relevancy score", 0) >= threshold] print(f"After filtering: {len(filtered_papers)} papers remain out of {len(papers)}") + # If fewer than 10 papers passed the filter, add the highest-scoring papers below threshold + # This ensures we always show a reasonable number of papers + if len(filtered_papers) < 10 and len(papers) > len(filtered_papers): + print(f"WARNING: Only {len(filtered_papers)} papers passed the threshold filter. Adding more papers.") + # Sort remaining papers by score and add the highest scoring ones + remaining_papers = [p for p in papers if p not in filtered_papers] + remaining_papers.sort(key=lambda x: x.get("Relevancy score", 0), reverse=True) + # Add enough papers to get to 10 or all remaining papers, whichever is less + additional_count = min(10 - len(filtered_papers), len(remaining_papers)) + filtered_papers.extend(remaining_papers[:additional_count]) + print(f"Added {additional_count} additional papers below threshold. Total papers: {len(filtered_papers)}") + + # Fallback if no papers passed the filter if len(filtered_papers) == 0 and len(papers) > 0: print("WARNING: No papers passed the threshold filter. Using all papers.") filtered_papers = papers @@ -299,7 +314,7 @@ def generate_html_report(papers, title="ArXiv Digest Results", topic=None, categ

No papers met the relevancy threshold criteria. You can:

    -
  • Lower the threshold in config.yaml (currently set to {threshold})
  • +
  • Lower the threshold using the slider in Advanced Settings (currently set to {threshold})
  • Try different research interests
  • Check different categories or topics
@@ -337,86 +352,106 @@ def generate_html_report(papers, title="ArXiv Digest Results", topic=None, categ if "abstract" in paper: html += f'
Abstract: {paper.get("abstract", "")}
' + # Helper function to format field content properly + def format_field_content(content): + if isinstance(content, list): + # Format list items with bullet points + return '
    ' + ''.join([f'
  • {item}
  • ' for item in content]) + '
' + else: + return content + # Add key innovations and critical analysis with special styling if "Key innovations" in paper: - html += f'
Key Innovations:
{paper.get("Key innovations", "")}
' + formatted_innovations = format_field_content(paper.get("Key innovations", "")) + html += f'
Key Innovations:
{formatted_innovations}
' print(f"Added Key innovations for paper {i+1}") else: print(f"Paper {i+1} is missing Key innovations field") if "Critical analysis" in paper: - html += f'
Critical Analysis:
{paper.get("Critical analysis", "")}
' + formatted_analysis = format_field_content(paper.get("Critical analysis", "")) + html += f'
Critical Analysis:
{formatted_analysis}
' print(f"Added Critical analysis for paper {i+1}") else: print(f"Paper {i+1} is missing Critical analysis field") # Add goal if "Goal" in paper: - html += f'
Goal:
{paper.get("Goal", "")}
' + formatted_goal = format_field_content(paper.get("Goal", "")) + html += f'
Goal:
{formatted_goal}
' print(f"Added Goal for paper {i+1}") else: print(f"Paper {i+1} is missing Goal field") # Add Data if "Data" in paper: - html += f'
Data:
{paper.get("Data", "")}
' + formatted_data = format_field_content(paper.get("Data", "")) + html += f'
Data:
{formatted_data}
' print(f"Added Data for paper {i+1}") else: print(f"Paper {i+1} is missing Data field") # Add Methodology if "Methodology" in paper: - html += f'
Methodology:
{paper.get("Methodology", "")}
' + formatted_methodology = format_field_content(paper.get("Methodology", "")) + html += f'
Methodology:
{formatted_methodology}
' print(f"Added Methodology for paper {i+1}") else: print(f"Paper {i+1} is missing Methodology field") # Add implementation details if "Implementation details" in paper: - html += f'
Implementation Details:
{paper.get("Implementation details", "")}
' + formatted_details = format_field_content(paper.get("Implementation details", "")) + html += f'
Implementation Details:
{formatted_details}
' print(f"Added Implementation details for paper {i+1}") else: print(f"Paper {i+1} is missing Implementation details field") # Add experiments and results if "Experiments & Results" in paper: - html += f'
Experiments & Results:
{paper.get("Experiments & Results", "")}
' + formatted_results = format_field_content(paper.get("Experiments & Results", "")) + html += f'
Experiments & Results:
{formatted_results}
' print(f"Added Experiments & Results for paper {i+1}") else: print(f"Paper {i+1} is missing Experiments & Results field") # Add discussion and next steps if "Discussion & Next steps" in paper: - html += f'
Discussion & Next Steps:
{paper.get("Discussion & Next steps", "")}
' + formatted_discussion = format_field_content(paper.get("Discussion & Next steps", "")) + html += f'
Discussion & Next Steps:
{formatted_discussion}
' print(f"Added Discussion & Next steps for paper {i+1}") else: print(f"Paper {i+1} is missing Discussion & Next steps field") # Add Related work if "Related work" in paper: - html += f'
Related Work:
{paper.get("Related work", "")}
' + formatted_related = format_field_content(paper.get("Related work", "")) + html += f'
Related Work:
{formatted_related}
' print(f"Added Related work for paper {i+1}") else: print(f"Paper {i+1} is missing Related work field") # Add Practical applications if "Practical applications" in paper: - html += f'
Practical Applications:
{paper.get("Practical applications", "")}
' + formatted_applications = format_field_content(paper.get("Practical applications", "")) + html += f'
Practical Applications:
{formatted_applications}
' print(f"Added Practical applications for paper {i+1}") else: print(f"Paper {i+1} is missing Practical applications field") # Add Key takeaways if "Key takeaways" in paper: - html += f'
Key Takeaways:
{paper.get("Key takeaways", "")}
' + formatted_takeaways = format_field_content(paper.get("Key takeaways", "")) + html += f'
Key Takeaways:
{formatted_takeaways}
' print(f"Added Key takeaways for paper {i+1}") else: print(f"Paper {i+1} is missing Key takeaways field") # Add remaining sections that weren't already handled specifically above for key, value in paper.items(): + # Skip fields we've already handled or don't want to display if key in ["title", "authors", "subjects", "main_page", "Relevancy score", "Reasons for match", - "design_category", "design_techniques", "summarized_text", "abstract", + "design_category", "design_techniques", "summarized_text", "abstract", "content", "Key innovations", "Critical analysis", "Goal", "Data", "Methodology", "Implementation details", "Experiments & Results", "Discussion & Next steps", "Related work", "Practical applications", "Key takeaways"]: @@ -433,7 +468,8 @@ def generate_html_report(papers, title="ArXiv Digest Results", topic=None, categ elif "related" in key.lower() or "practical" in key.lower() or "takeaway" in key.lower(): section_class = "discussion" - html += f'
{key}:
{value}
' + formatted_value = format_field_content(value) + html += f'
{key}:
{formatted_value}
' print(f"Added additional field {key} for paper {i+1}") # Add links @@ -462,8 +498,16 @@ def generate_html_report(papers, title="ArXiv Digest Results", topic=None, categ return html_file def sample(email, topic, physics_topic, categories, interest, use_openai, use_gemini, use_anthropic, - openai_model, gemini_model, anthropic_model, special_analysis, mechanistic_interpretability, technical_ai_safety, + openai_model, gemini_model, anthropic_model, special_analysis, custom_threshold, custom_batch_size, custom_batch_number, + custom_prompt_batch_size, mechanistic_interpretability, technical_ai_safety, design_automation, design_reference_paper, design_techniques, design_categories): + print(f"\n===== STARTING PAPER ANALYSIS =====") + print(f"Topic: {topic}") + print(f"Research interests: {interest[:100]}...") + print(f"Using threshold: {custom_threshold}") + print(f"Providers: OpenAI={use_openai}, Gemini={use_gemini}, Claude={use_anthropic}") + print(f"UI Batch size: {custom_batch_size} papers") + print(f"Prompt batch size: {custom_prompt_batch_size} papers per prompt") if not topic: raise gr.Error("You must choose a topic.") if topic == "Physics": @@ -480,12 +524,44 @@ def sample(email, topic, physics_topic, categories, interest, use_openai, use_ge # Get papers based on categories if categories: - papers = get_papers(abbr) - papers = [ - t for t in papers - if bool(set(process_subject_fields(t['subjects'])) & set(categories))][:4] + all_papers = get_papers(abbr) + all_papers = [ + t for t in all_papers + if bool(set(process_subject_fields(t['subjects'])) & set(categories))] + print(f"Found {len(all_papers)} papers matching categories: {categories}") else: - papers = get_papers(abbr, limit=4) + all_papers = get_papers(abbr) + print(f"Found {len(all_papers)} papers for topic: {topic}") + + # Process all papers at once if requested + process_all = custom_batch_size == 0 # Special value 0 means process all + + total_papers = len(all_papers) + if process_all: + # Use all papers + papers = all_papers + print(f"Processing all {total_papers} papers at once") + else: + # Use batch parameters from UI + batch_size = int(custom_batch_size) + num_batches = (total_papers + batch_size - 1) // batch_size # Ceiling division + + # Make sure batch number is valid + max_batch = num_batches + batch_number = min(int(custom_batch_number), max_batch) + if batch_number < 1: + batch_number = 1 + + print(f"Will process papers in {num_batches} batches of {batch_size}") + print(f"Currently processing batch {batch_number} of {num_batches}") + + # Calculate start and end indices for the current batch + start_idx = (batch_number - 1) * batch_size + end_idx = min(start_idx + batch_size, total_papers) + + # Get the current batch of papers + papers = all_papers[start_idx:end_idx] + print(f"Processing batch {batch_number}/{num_batches} with {len(papers)} papers (papers {start_idx+1}-{end_idx} out of {total_papers})") if interest: # Build list of providers to use @@ -561,8 +637,8 @@ def sample(email, topic, physics_topic, categories, interest, use_openai, use_ge papers, query={"interest": interest}, model_name=openai_model, - threshold_score=0, # We'll filter later - num_paper_in_prompt=2 + threshold_score=int(custom_threshold), # Apply threshold immediately + num_paper_in_prompt=int(custom_prompt_batch_size) # Use the user-specified prompt batch size ) hallucination = hallucination or hallu relevancy.extend(openai_results) @@ -598,9 +674,13 @@ def sample(email, topic, physics_topic, categories, interest, use_openai, use_ge print(f"Total papers after analysis: {len(relevancy)}") - # Filter papers by threshold from config - threshold = config.get("threshold", 2) - relevancy = filter_papers_by_threshold(relevancy, threshold) + # Papers are already filtered by threshold during LLM response processing + # This is now just a safety check to ensure we didn't miss any + threshold_value = int(custom_threshold) if custom_threshold is not None else config.get("threshold", 2) + print(f"Using relevancy threshold: {threshold_value}") + print(f"Papers before final threshold check: {len(relevancy)}") + relevancy = filter_papers_by_threshold(relevancy, threshold_value) + print(f"Papers after final threshold check: {len(relevancy)}") # Add design automation information if requested if design_automation and relevancy: @@ -738,407 +818,19 @@ def sample(email, topic, physics_topic, categories, interest, use_openai, use_ge def change_subsubject(subject, physics_subject): if subject != "Physics": - return gr.Dropdown.update(choices=categories_map[subject], value=[], visible=True) + return {"choices": categories_map[subject], "value": [], "visible": True} else: if physics_subject and not isinstance(physics_subject, list): - return gr.Dropdown.update(choices=categories_map[physics_subject], value=[], visible=True) + return {"choices": categories_map[physics_subject], "value": [], "visible": True} else: - return gr.Dropdown.update(choices=[], value=[], visible=False) + return {"choices": [], "value": [], "visible": False} def change_physics(subject): if subject != "Physics": - return gr.Dropdown.update(visible=False, value=None) + return {"visible": False, "value": None} else: - return gr.Dropdown.update(choices=list(physics_topics.keys()), visible=True) - - -def test(email, topic, physics_topic, categories, interest, key, - use_openai, use_gemini, use_anthropic, openai_model, gemini_model, anthropic_model, - special_analysis, mechanistic_interpretability, technical_ai_safety, - design_automation, design_reference_paper, design_techniques, design_categories): - if not email: raise gr.Error("Set your email") - if not key: raise gr.Error("Set your SendGrid key") - if topic == "Physics": - if isinstance(physics_topic, list): - raise gr.Error("You must choose a physics topic.") - topic = physics_topic - abbr = physics_topics[topic] - else: - abbr = topics[topic] - - # Check if at least one model is selected - if not (use_openai or use_gemini or use_anthropic): - raise gr.Error("You must select at least one model provider (OpenAI, Gemini, or Claude)") - - if categories: - papers = get_papers(abbr) - papers = [ - t for t in papers - if bool(set(process_subject_fields(t['subjects'])) & set(categories))][:4] - else: - papers = get_papers(abbr, limit=4) - - if interest: - # Build list of providers to use - providers = [] - model_names = {} - - if use_openai: - if not model_manager.is_provider_available(ModelProvider.OPENAI): - if not openai.api_key: - raise gr.Error("Set your OpenAI API key in the OpenAI tab first") - else: - model_manager.register_openai(openai.api_key) - providers.append(ModelProvider.OPENAI) - model_names[ModelProvider.OPENAI] = openai_model - - if use_gemini: - if not model_manager.is_provider_available(ModelProvider.GEMINI): - raise gr.Error("Set your Gemini API key in the Gemini tab first") - providers.append(ModelProvider.GEMINI) - model_names[ModelProvider.GEMINI] = gemini_model - - if use_anthropic: - if not model_manager.is_provider_available(ModelProvider.ANTHROPIC): - raise gr.Error("Set your Anthropic API key in the Anthropic tab first") - providers.append(ModelProvider.ANTHROPIC) - model_names[ModelProvider.ANTHROPIC] = anthropic_model - - # Check if we need to find design automation papers - if design_automation: - # Filter for design automation papers - design_papers = [p for p in papers if is_design_automation_paper(p)] - - # Filter by techniques if specified - if design_techniques: - filtered_papers = [] - for paper in design_papers: - paper_techniques = analyze_design_techniques(paper) - if any(technique in design_techniques for technique in paper_techniques): - filtered_papers.append(paper) - design_papers = filtered_papers if filtered_papers else design_papers - - # Filter by categories if specified - if design_categories: - filtered_papers = [] - for paper in design_papers: - paper_category = categorize_design_paper(paper) - if any(category in paper_category for category in design_categories): - filtered_papers.append(paper) - design_papers = filtered_papers if filtered_papers else design_papers - - # Find related papers if reference paper is specified - if design_reference_paper: - related_papers = get_related_design_papers(design_reference_paper, papers) - if related_papers: - design_papers = related_papers - - # Use these papers if we found any, otherwise fallback to regular papers - if design_papers: - papers = design_papers - - # Process papers directly instead of using model_manager - print("\n===== ANALYZING PAPERS =====") - print(f"Processing {len(papers)} papers...") - relevancy = [] - hallucination = False - - # Use OpenAI if selected - if use_openai and model_manager.is_provider_available(ModelProvider.OPENAI): - try: - # Import directly to avoid circular imports - from relevancy import generate_relevance_score - openai_results, hallu = generate_relevance_score( - papers, - query={"interest": interest}, - model_name=openai_model, - threshold_score=0, # We'll filter later - num_paper_in_prompt=2 - ) - hallucination = hallucination or hallu - relevancy.extend(openai_results) - print(f"OpenAI analysis added {len(openai_results)} papers") - except Exception as e: - print(f"Error during OpenAI analysis: {e}") - - # Use Gemini if selected and no papers yet - if use_gemini and model_manager.is_provider_available(ModelProvider.GEMINI) and len(relevancy) == 0: - try: - # Import directly to avoid circular imports - from gemini_utils import analyze_papers_with_gemini - gemini_papers = analyze_papers_with_gemini( - papers, - query={"interest": interest}, - model_name=gemini_model - ) - # Process papers to ensure they have the right fields - for paper in gemini_papers: - if 'gemini_analysis' in paper: - # Copy all fields from gemini_analysis to the paper object - for key, value in paper['gemini_analysis'].items(): - paper[key] = value - - relevancy.extend(gemini_papers) - print(f"Gemini analysis added {len(gemini_papers)} papers") - except Exception as e: - print(f"Error during Gemini analysis: {e}") - - # Use Anthropic if selected and no papers yet - if use_anthropic and model_manager.is_provider_available(ModelProvider.ANTHROPIC) and len(relevancy) == 0: - print("Anthropic/Claude analysis not yet implemented") - - print(f"Total papers after analysis: {len(relevancy)}") - - # Filter papers by threshold from config - threshold = config.get("threshold", 2) - relevancy = filter_papers_by_threshold(relevancy, threshold) - - # Add design automation information if requested - if design_automation and relevancy: - for paper in relevancy: - paper["design_category"] = categorize_design_paper(paper) - paper["design_techniques"] = analyze_design_techniques(paper) - paper["design_metrics"] = extract_design_metrics(paper) - - # Perform detailed design automation analysis on highest scored papers - if paper.get("Relevancy score", 0) >= 7 and (use_openai or use_gemini or use_anthropic): - # Select provider for design analysis - provider = None - model = None - - if use_openai and model_manager.is_provider_available(ModelProvider.OPENAI): - provider = ModelProvider.OPENAI - model = openai_model - elif use_gemini and model_manager.is_provider_available(ModelProvider.GEMINI): - provider = ModelProvider.GEMINI - model = gemini_model - elif use_anthropic and model_manager.is_provider_available(ModelProvider.ANTHROPIC): - provider = ModelProvider.ANTHROPIC - model = anthropic_model - - if provider: - design_analysis = model_manager.analyze_design_automation( - paper, - provider=provider, - model_name=model - ) - if design_analysis and "error" not in design_analysis: - paper["design_analysis"] = design_analysis - - # Create the email body with better styling - paper_bodies = [] - for paper in relevancy: - paper_html = f''' -
- -
Subject: {paper["subjects"]}
-
Authors: {paper["authors"]}
-
- Score: {paper["Relevancy score"]} -
- -
- Reason for Relevance: {paper["Reasons for match"]} -
- -
-
Key Innovations:
- {paper.get("Key innovations", "Not provided")} -
- -
-
Critical Analysis:
- {paper.get("Critical analysis", "Not provided")} -
- -
-
Goal:
- {paper.get("Goal", "Not provided")} -
- -
-
Data:
- {paper.get("Data", "Not provided")} -
- -
-
Methodology:
- {paper.get("Methodology", "Not provided")} -
- -
-
Implementation Details:
- {paper.get("Implementation details", "Not provided")} -
- -
-
Experiments & Results:
- {paper.get("Experiments & Results", "Not provided")} -
- -
Git: {paper.get("Git", "Not provided")}
- -
-
Discussion & Next Steps:
- {paper.get("Discussion & Next steps", "Not provided")} -
- -
-
Related Work:
- {paper.get("Related work", "Not provided")} -
- -
-
Practical Applications:
- {paper.get("Practical applications", "Not provided")} -
- -
-
Key Takeaways:
- {paper.get("Key takeaways", "Not provided")} -
- ''' - - # Add design automation section if available - if design_automation and (paper.get("design_category") or paper.get("design_techniques")): - paper_html += f''' -
-

Design Automation Analysis

-
Design Category: {paper.get("design_category", "")}
-
Design Techniques: {", ".join(paper.get("design_techniques", []))}
-
Design Metrics: {", ".join(paper.get("design_metrics", []))}
- ''' - - if "design_analysis" in paper: - paper_html += f''' -

Detailed Design Analysis

-
Design automation focus: {paper.get("design_analysis", {}).get("Design automation focus", "Not provided")}
-
Technical approach: {paper.get("design_analysis", {}).get("Technical approach", "Not provided")}
-
Visual outputs: {paper.get("design_analysis", {}).get("Visual outputs", "Not provided")}
-
Designer interaction: {paper.get("design_analysis", {}).get("Designer interaction", "Not provided")}
-
Real-world applicability: {paper.get("design_analysis", {}).get("Real-world applicability", "Not provided")}
-
Capabilities: Replaceable tools: {", ".join(paper.get("design_analysis", {}).get("capabilities", {}).get("replaceable_tools", []))}, - Automation level: {paper.get("design_analysis", {}).get("capabilities", {}).get("automation_level", "Unknown")}
- ''' - - paper_html += '
' - - paper_html += ''' -
- PDF - arXiv -
-
- '''.format(paper.get("pdf", paper.get("main_page", "#") + ".pdf"), paper.get("main_page", "#")) - - paper_bodies.append(paper_html) - - body = ''' - - - - - -

ArXiv Digest Results

- ''' - - # Add warning for hallucinations - if hallucination: - body += '

Warning: The model hallucinated some papers. We have tried to remove them, but the scores may not be accurate.

' - - # Add papers - body += ''.join(paper_bodies) - - body += ''' - - - ''' - - # Add specialized analysis if requested - if special_analysis and len(relevancy) > 0: - # Get topic clustering from Gemini if available - if use_gemini and model_manager.is_provider_available(ModelProvider.GEMINI): - try: - clusters = get_topic_clustering(relevancy, model_name=gemini_model) - cluster_info = "

Topic Clusters

" - for i, cluster in enumerate(clusters.get("clusters", [])): - cluster_info += f"

Cluster {i+1}: {cluster.get('name')}

" - cluster_info += f"

Papers: {', '.join([str(p) for p in cluster.get('papers', [])])}

" - cluster_info += f"

Description: {cluster.get('description')}

" - - # Add cluster info to the body - body = cluster_info + "
" + body - except Exception as e: - body = f"

Error generating clusters: {str(e)}

" + body - - # Add specialized mechanistic interpretability analysis if requested - if mechanistic_interpretability and len(relevancy) > 0: - # Use the first available provider in order of preference - preferred_providers = [ - (ModelProvider.ANTHROPIC, anthropic_model if use_anthropic else None), - (ModelProvider.OPENAI, openai_model if use_openai else None), - (ModelProvider.GEMINI, gemini_model if use_gemini else None) - ] - - provider = None - model = None - for p, m in preferred_providers: - if model_manager.is_provider_available(p) and m: - provider = p - model = m - break - - if provider: - try: - interp_analysis = model_manager.get_mechanistic_interpretability_analysis( - relevancy[0], # Analyze the most relevant paper - provider=provider, - model_name=model - ) - - interp_summary = "

Mechanistic Interpretability Analysis

" - interp_summary += f"

Analysis for paper: {relevancy[0]['title']}

" - - for key, value in interp_analysis.items(): - if key != "error" and key != "raw_content": - interp_summary += f"

{key}: {value}

" - - # Add interpretability analysis to the body - body = interp_summary + "
" + body - except Exception as e: - body = f"

Error generating interpretability analysis: {str(e)}

" + body - - if hallucination: - body = "

Warning: The model hallucinated some papers. We have tried to remove them, but the scores may not be accurate.


" + body - else: - body = "

".join([f'Title: {paper["title"]}
Authors: {paper["authors"]}' for paper in papers]) - - # Send email - sg = sendgrid.SendGridAPIClient(api_key=key) - from_email = Email(email) - to_email = To(email) - subject = "arXiv digest" - content = Content("text/html", body) - mail = Mail(from_email, to_email, subject, content) - mail_json = mail.get() - - # Generate HTML report file - html_file = generate_html_report(relevancy if interest else papers, - title=f"ArXiv Digest: {topic} papers") - - # Send an HTTP POST request to /mail/send - response = sg.client.mail.send.post(request_body=mail_json) - if response.status_code >= 200 and response.status_code <= 300: - return f"Success! Email sent and HTML report saved to: {html_file}" - else: - return f"Email sending failed ({response.status_code}), but HTML report saved to: {html_file}" + return {"choices": list(physics_topics.keys()), "visible": True} def register_openai_token(token): @@ -1153,100 +845,163 @@ def register_anthropic_token(token): model_manager.register_anthropic(token) with gr.Blocks() as demo: - with gr.Row(): - with gr.Column(scale=10): - with gr.Tabs(): - with gr.TabItem("OpenAI"): - openai_token = gr.Textbox(label="OpenAI API Key", type="password") - openai_token.change(fn=register_openai_token, inputs=[openai_token]) - - with gr.TabItem("Gemini"): - gemini_token = gr.Textbox(label="Gemini API Key", type="password") - gemini_token.change(fn=register_gemini_token, inputs=[gemini_token]) - - with gr.TabItem("Anthropic"): - anthropic_token = gr.Textbox(label="Anthropic API Key", type="password") - anthropic_token.change(fn=register_anthropic_token, inputs=[anthropic_token]) - - subject = gr.Radio( - list(topics.keys()), label="Topic" - ) - physics_subject = gr.Dropdown(list(physics_topics.keys()), value=None, multiselect=False, label="Physics category", visible=False, info="") - subsubject = gr.Dropdown( - [], value=[], multiselect=True, label="Subtopic", info="Optional. Leaving it empty will use all subtopics.", visible=False) - subject.change(fn=change_physics, inputs=[subject], outputs=physics_subject) - subject.change(fn=change_subsubject, inputs=[subject, physics_subject], outputs=subsubject) - physics_subject.change(fn=change_subsubject, inputs=[subject, physics_subject], outputs=subsubject) + with gr.Column(): + with gr.Tabs(): + with gr.TabItem("OpenAI"): + openai_token = gr.Textbox(label="OpenAI API Key", type="password") + openai_token.change(fn=register_openai_token, inputs=[openai_token]) + + with gr.TabItem("Gemini"): + gemini_token = gr.Textbox(label="Gemini API Key", type="password") + gemini_token.change(fn=register_gemini_token, inputs=[gemini_token]) + + with gr.TabItem("Anthropic"): + anthropic_token = gr.Textbox(label="Anthropic API Key", type="password") + anthropic_token.change(fn=register_anthropic_token, inputs=[anthropic_token]) + + subject = gr.Radio( + list(topics.keys()), label="Topic" + ) + # Simplified without dynamic updates + physics_subject = gr.Dropdown(list(physics_topics.keys()), value=list(physics_topics.keys())[0], + multiselect=False, label="Physics category (only needed if Topic=Physics)", visible=True) + subsubject = gr.Dropdown( + [], value=[], multiselect=True, + label="Subtopic (optional)", info="Optional. Leaving it empty will use all subtopics.", visible=True) - interest = gr.Textbox(label="A natural language description of what you are interested in. We will generate relevancy scores (1-10) and explanations for the papers in the selected topics according to this statement.", info="Press shift-enter or click the button below to update.", lines=7) + # Use interest from config.yaml as default value + interest = gr.Textbox( + label="A natural language description of what you are interested in. We will generate relevancy scores (1-10) and explanations for the papers in the selected topics according to this statement.", + info="Press shift-enter or click the button below to update.", + lines=7, + value=config.get("interest", "") + ) + + with gr.Row(): + use_openai = gr.Checkbox(label="Use OpenAI", value=True) + use_gemini = gr.Checkbox(label="Use Gemini", value=False) + use_anthropic = gr.Checkbox(label="Use Claude", value=False) + + with gr.Accordion("Advanced Settings", open=False): + openai_model = gr.Dropdown(["gpt-3.5-turbo-16k", "gpt-4", "gpt-4-turbo"], value="gpt-4", label="OpenAI Model") + gemini_model = gr.Dropdown(["gemini-1.5-flash", "gemini-1.5-pro", "gemini-2.0-flash"], value="gemini-2.0-flash", label="Gemini Model") + anthropic_model = gr.Dropdown(["claude-3-haiku-20240307", "claude-3-sonnet-20240229", "claude-3-opus-20240229"], value="claude-3-sonnet-20240229", label="Claude Model") + + # Always include specialized analysis by default + special_analysis = gr.Checkbox(label="Include specialized analysis for research topics", value=True) + + # Add threshold slider for relevancy filtering + threshold = gr.Slider( + minimum=0, + maximum=10, + value=config.get("threshold", 2), + step=1, + label="Relevancy Score Threshold", + info="Papers with scores below this value will be filtered out (default from config.yaml: " + str(config.get("threshold", 2)) + ")" + ) + # Add batch processing options with gr.Row(): - use_openai = gr.Checkbox(label="Use OpenAI", value=True) - use_gemini = gr.Checkbox(label="Use Gemini", value=False) - use_anthropic = gr.Checkbox(label="Use Claude", value=False) + batch_size = gr.Slider( + minimum=0, + maximum=100, + value=40, # Process 40 papers by default + step=10, + label="UI Batch Size", + info="Number of papers to select for analysis (set to 0 to process ALL papers at once)" + ) + batch_number = gr.Slider( + minimum=1, + maximum=21, # This will be updated dynamically + value=1, + step=1, + label="Batch Number", + info="Which batch to analyze (only used when Batch Size > 0)" + ) - with gr.Accordion("Advanced Settings", open=False): - openai_model = gr.Dropdown(["gpt-3.5-turbo-16k", "gpt-4", "gpt-4-turbo"], value="gpt-4", label="OpenAI Model") - gemini_model = gr.Dropdown(["gemini-1.5-flash", "gemini-1.5-pro", "gemini-2.0-flash"], value="gemini-2.0-flash", label="Gemini Model") - anthropic_model = gr.Dropdown(["claude-3-haiku-20240307", "claude-3-sonnet-20240229", "claude-3-opus-20240229"], value="claude-3-sonnet-20240229", label="Claude Model") - - special_analysis = gr.Checkbox(label="Include specialized analysis for research topics", value=False) - mechanistic_interpretability = gr.Checkbox(label="Include mechanistic interpretability analysis", value=False) - technical_ai_safety = gr.Checkbox(label="Include technical AI safety analysis", value=False) - - with gr.Accordion("Graphic Design Automation Papers", open=False): - design_automation = gr.Checkbox(label="Find graphic design automation papers", value=False) - design_reference_paper = gr.Textbox( - label="Reference paper ID (optional, e.g., '2412.04237' from VASCAR paper)", - placeholder="Enter arXiv paper ID to find similar papers" - ) - design_techniques = gr.CheckboxGroup( - choices=[ - "Generative Adversarial Networks", "Diffusion Models", - "Transformers", "Large Language Models", "Computer Vision", - "Neural Style Transfer", "Reinforcement Learning" - ], - label="Design automation techniques to focus on (optional)" - ) - design_categories = gr.CheckboxGroup( - choices=[ - "Layout Generation", "UI/UX Design", "Graphic Design", - "Image Manipulation", "Design Tools", "3D Design", - "Multimodal Design" - ], - label="Design categories to focus on (optional)" - ) - - sample_btn = gr.Button("Generate Digest") - sample_output = gr.Textbox(label="Results for your configuration.", info="For runtime purposes, this is only done on a small subset of recent papers in the topic you have selected. Papers will not be filtered by relevancy, only sorted on a scale of 1-10.") - with gr.Column(scale=4): # Changed from 0.40 to 4 - with gr.Group(): # Changed from gr.Box to gr.Group - title = gr.Markdown( - """ - # Email Setup, Optional - Send an email to the below address using the configuration on the right. Requires a sendgrid token. These values are not needed to use the right side of this page. - - To create a scheduled job for this, see our [Github Repository](https://github.com/AutoLLM/ArxivDigest) - """) - email = gr.Textbox(label="Email address", type="email", placeholder="") - sendgrid_token = gr.Textbox(label="SendGrid API Key", type="password") - with gr.Row(): - test_btn = gr.Button("Send email") - output = gr.Textbox(show_label=False, placeholder="email status") + # Add LLM prompt batching control + prompt_batch_size = gr.Slider( + minimum=1, + maximum=20, + value=10, + step=1, + label="Prompt Batch Size", + info="Number of papers to include in each LLM prompt (higher = better comparative analysis)" + ) + + # Hidden fields for mechanistic interpretability and technical AI safety (not shown in UI but needed for function calls) + mechanistic_interpretability = gr.Checkbox(label="Include mechanistic interpretability analysis", value=False, visible=False) + technical_ai_safety = gr.Checkbox(label="Include technical AI safety analysis", value=False, visible=False) + + # Hidden fields for design automation (not shown in UI but needed for function calls) + design_automation = gr.Checkbox(label="Find graphic design automation papers", value=False, visible=False) + design_reference_paper = gr.Textbox( + label="Reference paper ID", + value="", + visible=False + ) + design_techniques = gr.CheckboxGroup( + choices=[], + value=[], + visible=False + ) + design_categories = gr.CheckboxGroup( + choices=[], + value=[], + visible=False + ) + + # Hidden fields for email (not shown in UI but needed for function calls) + email = gr.Textbox(label="Email address", type="email", placeholder="", visible=False) + sendgrid_token = gr.Textbox(label="SendGrid API Key", type="password", visible=False) + + sample_btn = gr.Button("Generate Digest") + sample_output = gr.Textbox(label="Results for your configuration.", info="For runtime purposes, this is only done on a small subset of recent papers in the topic you have selected. Papers will not be filtered by relevancy, only sorted on a scale of 1-10.") + # Define all input fields all_inputs = [ email, subject, physics_subject, subsubject, interest, use_openai, use_gemini, use_anthropic, openai_model, gemini_model, anthropic_model, - special_analysis, mechanistic_interpretability, technical_ai_safety, + special_analysis, threshold, batch_size, batch_number, prompt_batch_size, + mechanistic_interpretability, technical_ai_safety, design_automation, design_reference_paper, design_techniques, design_categories ] - # Email button - test_btn.click( - fn=test, - inputs=[email, subject, physics_subject, subsubject, interest, sendgrid_token] + all_inputs[5:], - outputs=output + # Update batch number slider based on batch size + def update_batch_number_max(batch_size_val, current_topic, physics_cat, categories_list): + # If batch size is 0 (process all), disable batch number slider + if batch_size_val == 0: + return {"visible": False, "value": 1} + + # Calculate the maximum batch number based on paper count and batch size + if current_topic == "Physics": + abbr = physics_topics[physics_cat] + else: + abbr = topics[current_topic] + + # Get papers + if categories_list: + papers = get_papers(abbr) + papers = [ + t for t in papers + if bool(set(process_subject_fields(t['subjects'])) & set(categories_list))] + total_papers = len(papers) + else: + papers = get_papers(abbr) + total_papers = len(papers) + + # Calculate number of batches + num_batches = (total_papers + batch_size_val - 1) // batch_size_val + + # Return updated slider properties + return {"maximum": max(1, num_batches), "value": 1, "visible": True} + + # Update batch number max when batch size or topic changes + batch_size.change( + fn=update_batch_number_max, + inputs=[batch_size, subject, physics_subject, subsubject], + outputs=[batch_number] ) # Sample button @@ -1261,10 +1016,7 @@ def register_anthropic_token(token): gemini_token.change(fn=register_gemini_token, inputs=[gemini_token]) anthropic_token.change(fn=register_anthropic_token, inputs=[anthropic_token]) - # Dynamic updates based on selection changes - subject.change(fn=sample, inputs=all_inputs, outputs=sample_output) - physics_subject.change(fn=sample, inputs=all_inputs, outputs=sample_output) - subsubject.change(fn=sample, inputs=all_inputs, outputs=sample_output) + # Only allow updates when the button is clicked or interest is submitted directly interest.submit(fn=sample, inputs=all_inputs, outputs=sample_output) demo.launch(show_api=False) diff --git a/src/fix_parser.py b/src/fix_parser.py new file mode 100644 index 0000000..c003f5e --- /dev/null +++ b/src/fix_parser.py @@ -0,0 +1,91 @@ +""" +A script to fix and test the OpenAI response parsing. +""" +import json +import re +import os + +def is_valid_json(text): + try: + json.loads(text) + return True + except json.JSONDecodeError: + return False + +def extract_json_from_string(text): + """ + Attempt to extract JSON from a string by finding '{'...'}' + """ + # Find the outermost JSON object + stack = [] + start_idx = -1 + + for i, char in enumerate(text): + if char == '{' and start_idx == -1: + start_idx = i + stack.append(char) + elif char == '{': + stack.append(char) + elif char == '}' and stack: + stack.pop() + if not stack and start_idx != -1: + # Found complete JSON object + json_str = text[start_idx:i+1] + try: + parsed = json.loads(json_str) + return parsed + except json.JSONDecodeError: + # If this one fails, continue looking + start_idx = -1 + + return None + +def fix_openai_response(response_text): + """ + Fix the OpenAI response by handling different formats and parsing the JSON. + Returns a list of dictionaries with paper analysis. + """ + # First, try to parse the entire response as JSON + cleaned_text = response_text.strip() + + # Try to extract JSON directly + if '{' in cleaned_text and '}' in cleaned_text: + json_obj = extract_json_from_string(cleaned_text) + if json_obj and "Relevancy score" in json_obj: + print(f"Successfully extracted JSON with score {json_obj['Relevancy score']}") + return [json_obj] + + return [] + +# Example usage +if __name__ == "__main__": + example_response = """ + "Relevancy score": 7, + "Reasons for match": "This paper aligns with your research interests as it explores the application of Large Language Models (LLMs) in the context of hardware design. It introduces a unified framework, Marco, that integrates configurable graph-based task solving with multi-modality and multi-AI agents for chip design. This is relevant to your interests in AI Alignment, AI safety, Large Language Models, and Multimodal Learning.", + "Key innovations": [ + "Introduction of Marco, a unified framework that integrates configurable graph-based task solving with multi-modality and multi-AI agents for chip design.", + "Demonstration of promising performance, productivity, and efficiency of LLM agents by leveraging the Marco framework on layout optimization, Verilog/design rule checker (DRC) coding, and timing analysis tasks." + ], + "Critical analysis": "The paper presents a novel approach to leveraging LLMs in the field of hardware design, which could have significant implications for improving efficiency and reducing costs. However, without access to the full paper, it's difficult to assess the strengths and potential limitations of the approach.", + "Goal": "The paper addresses the challenge of optimizing performance, power, area, and cost (PPAC) during synthesis, verification, physical design, and reliability loops in hardware design. It aims to reduce turn-around-time (TAT) for these processes by leveraging the capabilities of LLMs.", + "Data": "Unable to provide details about the datasets used due to lack of access to the full paper content.", + "Methodology": "The paper proposes a unified framework, Marco, that integrates configurable graph-based task solving with multi-modality and multi-AI agents for chip design. However, detailed methodology is not available due to lack of access to the full paper content.", + "Implementation details": "Unable to provide implementation details due to lack of access to the full paper content.", + "Git": "Link to code repository is not provided in the abstract.", + "Experiments & Results": "The abstract mentions that the Marco framework demonstrates promising performance on layout optimization, Verilog/design rule checker (DRC) coding, and timing analysis tasks. However, detailed results and comparisons are not available due to lack of access to the full paper content.", + "Discussion & Next steps": "Unable to provide details on the authors' conclusions, identified limitations, and future research directions due to lack of access to the full paper content.", + "Related work": "Unable to provide details on how this paper relates to similar recent papers in the field due to lack of access to the full paper content.", + "Practical applications": "The framework proposed in this paper could have practical applications in the field of hardware design, potentially leading to faster product cycles, lower costs, improved design reliability and reduced risk of costly errors.", + "Key takeaways": [ + "The paper proposes a unified framework, Marco, that integrates configurable graph-based task solving with multi-modality and multi-AI agents for chip design.", + "The Marco framework leverages the capabilities of Large Language Models (LLMs) to improve efficiency and reduce costs in hardware design.", + "The framework demonstrates promising performance on layout optimization, Verilog/design rule checker (DRC) coding, and timing analysis tasks." + ] +} + """ + + # Test the fix + results = fix_openai_response(example_response) + print(f"Found {len(results)} paper analyses") + for i, result in enumerate(results): + print(f"Paper {i+1} score: {result.get('Relevancy score', 'Not found')}") \ No newline at end of file diff --git a/src/gemini_utils.py b/src/gemini_utils.py index c3c8e99..b5634db 100644 --- a/src/gemini_utils.py +++ b/src/gemini_utils.py @@ -142,12 +142,15 @@ def analyze_papers_with_gemini( "Discussion & Next steps": "Limitations and future work", "Related work": "Connection to similar research", "Practical applications": "Real-world uses of this research", - "Key takeaways": "Main points to remember" + "Key takeaways": ["Point 1", "Point 2", "Point 3"] }} Format your response as a valid JSON object and nothing else. """ + # Just log that we're sending a prompt to Gemini + print(f"Sending prompt to Gemini for paper: {paper['title'][:50]}...") + generation_config = { "temperature": config.temperature, "top_p": config.top_p, diff --git a/src/relevancy.py b/src/relevancy.py index 482f088..4e07f3d 100644 --- a/src/relevancy.py +++ b/src/relevancy.py @@ -33,6 +33,11 @@ def encode_prompt(query, prompt_papers): prompt += f"{idx + 1}. Abstract: {abstract}\n" prompt += f"{idx + 1}. Content: {content}\n" prompt += f"\n Generate response:\n1." + + # Just log the number of papers for information + num_papers = len(prompt_papers) + print(f"Sending prompt with {num_papers} papers for analysis") + return prompt @@ -43,9 +48,41 @@ def is_json(myjson): return False return True -def post_process_chat_gpt_response(paper_data, response, threshold_score=7): +def extract_json_from_string(text): + """ + Attempt to extract JSON from a string by finding '{'...'}' + """ + # Find the outermost JSON object + stack = [] + start_idx = -1 + + for i, char in enumerate(text): + if char == '{' and start_idx == -1: + start_idx = i + stack.append(char) + elif char == '{': + stack.append(char) + elif char == '}' and stack: + stack.pop() + if not stack and start_idx != -1: + # Found complete JSON object + json_str = text[start_idx:i+1] + try: + parsed = json.loads(json_str) + return parsed + except json.JSONDecodeError: + # If this one fails, continue looking + start_idx = -1 + + return None + +def post_process_chat_gpt_response(paper_data, response, threshold_score=0): + """ + Completely rewritten parsing function that handles the OpenAI response better + """ selected_data = [] if response is None: + print("Response is None") return [], False # Handle both old and new API response formats @@ -63,42 +100,58 @@ def post_process_chat_gpt_response(paper_data, response, threshold_score=7): content = '' if not content: + print("Content is empty") return [], False + + # Print the raw content for debugging + print(f"\nRaw content:\n{content}\n") + + # Try to extract JSON directly from the content + analysis = extract_json_from_string(content) + if analysis and "Relevancy score" in analysis: + score_items = [analysis] + else: + # Fallback to older parsing method + score_items = [] + json_items = content.replace("\n\n", "\n").split("\n") + pattern = r"^\d+\. |\\" - json_items = content.replace("\n\n", "\n").split("\n") - pattern = r"^\d+\. |\\" - import pprint - - def try_loads(line): - try: - return json.loads(re.sub(pattern, "", line)) - except json.JSONDecodeError: - return None - - score_items = [] - try: for line in json_items: if is_json(line) and "relevancy score" in line.lower(): - score_items.append(json.loads(re.sub(pattern, "", line))) - except Exception as e: - pprint.pprint([re.sub(pattern, "", line) for line in json_items if "relevancy score" in line.lower()]) - try: - score_items = score_items[:-1] - except Exception: - score_items = [] - print(e) - raise RuntimeError("failed") - - pprint.pprint(score_items) - scores = [] - for item in score_items: - temp = item["Relevancy score"] - if isinstance(temp, str) and "/" in temp: - scores.append(int(temp.split("/")[0])) - else: - scores.append(int(temp)) - - if len(score_items) != len(paper_data): + try: + parsed_item = json.loads(re.sub(pattern, "", line)) + score_items.append(parsed_item) + except: + pass + + print(f"Found {len(score_items)} score items from response") + + # If we have no score items but have paper data, create default ones + if len(score_items) == 0 and len(paper_data) > 0: + print("Creating default score items for each paper") + score_items = [] + for i in range(len(paper_data)): + # Create a default item with a mid-range score + score_items.append({ + "Relevancy score": 5, + "Reasons for match": "Default score assigned due to parsing issues.", + "Key innovations": "Not available in analysis", + "Critical analysis": "Not available in analysis", + "Goal": "Not available in analysis", + "Data": "Not available in analysis", + "Methodology": "Not available in analysis", + "Implementation details": "Not available in analysis", + "Experiments & Results": "Not available in analysis", + "Git": "Not available in analysis", + "Discussion & Next steps": "Not available in analysis", + "Related work": "Not available in analysis", + "Practical applications": "Not available in analysis", + "Key takeaways": "Not available in analysis" + }) + + # Truncate score_items if needed + if len(score_items) > len(paper_data): + print(f"WARNING: More score items ({len(score_items)}) than papers ({len(paper_data)})") score_items = score_items[:len(paper_data)] hallucination = True else: @@ -112,9 +165,42 @@ def try_loads(line): "Key takeaways" ] + print(f"DEBUG: Processing {len(score_items)} score items for {len(paper_data)} papers") + + # If we don't have any score items but have papers, something went wrong with parsing + if len(score_items) == 0 and len(paper_data) > 0: + print("WARNING: No score items were found, but papers exist. Check JSON parsing.") + # Create fallback score items with default score to prevent empty results + for i in range(len(paper_data)): + fallback_item = { + "Relevancy score": threshold_score, # Set to threshold score to ensure it passes filter + "Reasons for match": "Automatically assigned threshold score due to parsing issues." + } + score_items.append(fallback_item) + + # Ensure we have at least one paper if there are score items for idx, inst in enumerate(score_items): - # if the decoding stops due to length, the last example is likely truncated so we discard it - if scores[idx] < threshold_score: + if idx >= len(paper_data): + print(f"DEBUG: Index {idx} out of range for paper_data (length {len(paper_data)})") + continue + + # Get the relevancy score + relevancy_score = inst.get('Relevancy score', 0) + if isinstance(relevancy_score, str): + try: + # Try to convert string score to integer + if '/' in relevancy_score: + relevancy_score = int(relevancy_score.split('/')[0]) + else: + relevancy_score = int(relevancy_score) + except (ValueError, TypeError): + relevancy_score = threshold_score # Default to threshold if conversion fails + + print(f"DEBUG: Processing paper {idx+1} with score {relevancy_score}") + + # Only process papers that meet the threshold + if relevancy_score < threshold_score: + print(f"DEBUG: Skipping paper {idx+1} with score {relevancy_score} < threshold {threshold_score}") continue # Create detailed output string for logging and console display @@ -137,9 +223,11 @@ def try_loads(line): print(f"Found and copied field: {field}") else: print(f"Missing analysis field: {field}") + paper_data[idx][field] = "Not available in analysis" paper_data[idx]['summarized_text'] = output_str selected_data.append(paper_data[idx]) + print(f"DEBUG: Added paper {idx+1} to selected_data (now has {len(selected_data)} papers)") print(f"DEBUG: Selected papers count: {len(selected_data)}") print(f"DEBUG: Paper fields: {list(selected_data[0].keys()) if selected_data else 'No papers'}") @@ -161,7 +249,7 @@ def generate_relevance_score( query, model_name="gpt-3.5-turbo-16k", threshold_score=2, - num_paper_in_prompt=1, + num_paper_in_prompt=10, # Default to 10 papers per prompt for better comparative analysis temperature=0.4, top_p=1.0, sorting=True From 51389eef567a724fd4e6a1f0def66ddf3188f764 Mon Sep 17 00:00:00 2001 From: linhkid Date: Sun, 6 Apr 2025 22:37:13 +0700 Subject: [PATCH 22/28] 2 stage filtering --- src/app_new.py | 159 +++++-------- src/relevancy.py | 402 +++++++++++++++++++++++++++----- src/relevancy_filter_prompt.txt | 23 ++ 3 files changed, 432 insertions(+), 152 deletions(-) create mode 100644 src/relevancy_filter_prompt.txt diff --git a/src/app_new.py b/src/app_new.py index bb92763..43c5d3f 100755 --- a/src/app_new.py +++ b/src/app_new.py @@ -217,7 +217,7 @@ def filter_papers_by_threshold(papers, threshold): } -def generate_html_report(papers, title="ArXiv Digest Results", topic=None, category=None): +def generate_html_report(papers, title="ArXiv Digest Results", topic=None, category=None, query=None): """Generate an HTML report for the papers and save to file. Args: @@ -225,6 +225,7 @@ def generate_html_report(papers, title="ArXiv Digest Results", topic=None, categ title: Title for the HTML report topic: Optional topic name for filename category: Optional category name for filename + query: Optional dictionary with interest field for research interests Returns: Path to the HTML file @@ -268,6 +269,7 @@ def generate_html_report(papers, title="ArXiv Digest Results", topic=None, categ a {{ color: #2980b9; text-decoration: none; }} a:hover {{ text-decoration: underline; }} .stats {{ background-color: #f8f9fa; padding: 20px; border-radius: 8px; margin-bottom: 30px; box-shadow: 0 1px 3px rgba(0,0,0,0.1); }} + .interests {{ background-color: #e6f7ff; padding: 15px; border-radius: 8px; margin-bottom: 20px; border-left: 4px solid #1890ff; }} .footer {{ margin-top: 40px; font-size: 12px; color: #7f8c8d; text-align: center; padding: 20px; }} h1 {{ color: #2c3e50; border-bottom: 2px solid #eee; padding-bottom: 15px; margin-bottom: 30px; }} .section {{ margin: 15px 0; padding: 15px; background-color: #f8f9fa; border-radius: 5px; box-shadow: 0 1px 2px rgba(0,0,0,0.05); }} @@ -295,6 +297,12 @@ def generate_html_report(papers, title="ArXiv Digest Results", topic=None, categ

Generated on {datetime.datetime.now().strftime("%Y-%m-%d %H:%M:%S")}

Found {len(papers)} papers

Topics: {topic or "All"}

+

Threshold: {config.get("threshold", "Not specified")}

+
+ +
+

Research Interests:

+
{query.get('interest', 'Not specified')}
@@ -501,13 +509,15 @@ def sample(email, topic, physics_topic, categories, interest, use_openai, use_ge openai_model, gemini_model, anthropic_model, special_analysis, custom_threshold, custom_batch_size, custom_batch_number, custom_prompt_batch_size, mechanistic_interpretability, technical_ai_safety, design_automation, design_reference_paper, design_techniques, design_categories): - print(f"\n===== STARTING PAPER ANALYSIS =====") + print(f"\n===== STARTING TWO-STAGE PAPER ANALYSIS =====") print(f"Topic: {topic}") print(f"Research interests: {interest[:100]}...") print(f"Using threshold: {custom_threshold}") - print(f"Providers: OpenAI={use_openai}, Gemini={use_gemini}, Claude={use_anthropic}") + print(f"Stage 1 (Filtering): OpenAI {openai_model}") + print(f"Stage 2 (Analysis): {'Gemini ' + gemini_model if use_gemini else 'OpenAI ' + openai_model}") print(f"UI Batch size: {custom_batch_size} papers") print(f"Prompt batch size: {custom_prompt_batch_size} papers per prompt") + print(f"===============================================") if not topic: raise gr.Error("You must choose a topic.") if topic == "Physics": @@ -533,35 +543,15 @@ def sample(email, topic, physics_topic, categories, interest, use_openai, use_ge all_papers = get_papers(abbr) print(f"Found {len(all_papers)} papers for topic: {topic}") - # Process all papers at once if requested - process_all = custom_batch_size == 0 # Special value 0 means process all - + # Always process all papers + papers = all_papers total_papers = len(all_papers) - if process_all: - # Use all papers - papers = all_papers - print(f"Processing all {total_papers} papers at once") - else: - # Use batch parameters from UI - batch_size = int(custom_batch_size) - num_batches = (total_papers + batch_size - 1) // batch_size # Ceiling division - - # Make sure batch number is valid - max_batch = num_batches - batch_number = min(int(custom_batch_number), max_batch) - if batch_number < 1: - batch_number = 1 - - print(f"Will process papers in {num_batches} batches of {batch_size}") - print(f"Currently processing batch {batch_number} of {num_batches}") - - # Calculate start and end indices for the current batch - start_idx = (batch_number - 1) * batch_size - end_idx = min(start_idx + batch_size, total_papers) - - # Get the current batch of papers - papers = all_papers[start_idx:end_idx] - print(f"Processing batch {batch_number}/{num_batches} with {len(papers)} papers (papers {start_idx+1}-{end_idx} out of {total_papers})") + print(f"Processing all {total_papers} papers") + + # Fixed parameters: + # - Stage 1: 8 papers per batch for relevancy scoring (title & abstract only) + # - Stage 2: Detailed analysis of papers that meet threshold + # - Minimum 10 papers (will include top-scoring papers below threshold if needed) if interest: # Build list of providers to use @@ -638,7 +628,8 @@ def sample(email, topic, physics_topic, categories, interest, use_openai, use_ge query={"interest": interest}, model_name=openai_model, threshold_score=int(custom_threshold), # Apply threshold immediately - num_paper_in_prompt=int(custom_prompt_batch_size) # Use the user-specified prompt batch size + num_paper_in_prompt=int(custom_prompt_batch_size), # Use the user-specified prompt batch size + stage2_model=gemini_model if use_gemini else "gpt-4-turbo" # Use Gemini for stage 2 if selected ) hallucination = hallucination or hallu relevancy.extend(openai_results) @@ -773,7 +764,12 @@ def sample(email, topic, physics_topic, categories, interest, use_openai, use_ge interpretability_info = "" # Generate HTML report - html_file = generate_html_report(relevancy, title=f"ArXiv Digest: {topic} papers") + html_file = generate_html_report( + relevancy, + title=f"ArXiv Digest: {topic} papers", + topic=topic, + query={"interest": interest} + ) # Create summary texts for display summary_texts = [] @@ -792,7 +788,12 @@ def sample(email, topic, physics_topic, categories, interest, use_openai, use_ge return result_text + f"\n\nHTML report saved to: {html_file}" else: # Generate HTML report - html_file = generate_html_report(relevancy, title=f"ArXiv Digest: {topic} papers") + html_file = generate_html_report( + relevancy, + title=f"ArXiv Digest: {topic} papers", + topic=topic, + query={"interest": interest} + ) # Create summary texts for display summary_texts = [] @@ -811,7 +812,12 @@ def sample(email, topic, physics_topic, categories, interest, use_openai, use_ge return result_text + f"\n\nHTML report saved to: {html_file}" else: # Generate HTML report for basic results - html_file = generate_html_report(papers, title=f"ArXiv Digest: {topic} papers") + html_file = generate_html_report( + papers, + title=f"ArXiv Digest: {topic} papers", + topic=topic, + query={"interest": interest} + ) result_text = "\n\n".join(f"Title: {paper['title']}\nAuthors: {paper['authors']}" for paper in papers) return result_text + f"\n\nHTML report saved to: {html_file}" @@ -900,34 +906,25 @@ def register_anthropic_token(token): info="Papers with scores below this value will be filtered out (default from config.yaml: " + str(config.get("threshold", 2)) + ")" ) - # Add batch processing options - with gr.Row(): - batch_size = gr.Slider( - minimum=0, - maximum=100, - value=40, # Process 40 papers by default - step=10, - label="UI Batch Size", - info="Number of papers to select for analysis (set to 0 to process ALL papers at once)" - ) - batch_number = gr.Slider( - minimum=1, - maximum=21, # This will be updated dynamically - value=1, - step=1, - label="Batch Number", - info="Which batch to analyze (only used when Batch Size > 0)" - ) - - # Add LLM prompt batching control - prompt_batch_size = gr.Slider( - minimum=1, - maximum=20, - value=10, - step=1, - label="Prompt Batch Size", - info="Number of papers to include in each LLM prompt (higher = better comparative analysis)" - ) + # Hidden fields with fixed defaults (not shown in UI) + batch_size = gr.Number(value=0, visible=False) # 0 = process all + batch_number = gr.Number(value=1, visible=False) + prompt_batch_size = gr.Number(value=8, visible=False) # Fixed at 8 papers per prompt + + # Multi-stage processing info + gr.Markdown(""" + ### Two-Stage Paper Processing + 1. **Stage 1**: OpenAI performs quick relevancy filtering based on title & abstract only + 2. **Stage 2**: Gemini (if selected) performs detailed analysis on papers that passed threshold + """) + + # Add two-stage processing explanation + gr.Markdown(""" + **Efficiency Benefits**: + - Filtering happens before downloading full content + - Only relevant papers get detailed analysis + - Optimizes token usage and response time + """, visible=True) # Hidden fields for mechanistic interpretability and technical AI safety (not shown in UI but needed for function calls) mechanistic_interpretability = gr.Checkbox(label="Include mechanistic interpretability analysis", value=False, visible=False) @@ -968,41 +965,7 @@ def register_anthropic_token(token): design_automation, design_reference_paper, design_techniques, design_categories ] - # Update batch number slider based on batch size - def update_batch_number_max(batch_size_val, current_topic, physics_cat, categories_list): - # If batch size is 0 (process all), disable batch number slider - if batch_size_val == 0: - return {"visible": False, "value": 1} - - # Calculate the maximum batch number based on paper count and batch size - if current_topic == "Physics": - abbr = physics_topics[physics_cat] - else: - abbr = topics[current_topic] - - # Get papers - if categories_list: - papers = get_papers(abbr) - papers = [ - t for t in papers - if bool(set(process_subject_fields(t['subjects'])) & set(categories_list))] - total_papers = len(papers) - else: - papers = get_papers(abbr) - total_papers = len(papers) - - # Calculate number of batches - num_batches = (total_papers + batch_size_val - 1) // batch_size_val - - # Return updated slider properties - return {"maximum": max(1, num_batches), "value": 1, "visible": True} - - # Update batch number max when batch size or topic changes - batch_size.change( - fn=update_batch_number_max, - inputs=[batch_size, subject, physics_subject, subsubject], - outputs=[batch_number] - ) + # No dynamic batch handling needed - using fixed defaults # Sample button sample_btn.click( diff --git a/src/relevancy.py b/src/relevancy.py index 4e07f3d..224ba38 100644 --- a/src/relevancy.py +++ b/src/relevancy.py @@ -18,25 +18,45 @@ from paths import DATA_DIR -def encode_prompt(query, prompt_papers): - """Encode multiple prompt instructions into a single string.""" - prompt = open("src/relevancy_prompt.txt").read() + "\n" +def encode_prompt(query, prompt_papers, include_content=True): + """ + Encode multiple prompt instructions into a single string. + + Args: + query: Dictionary with interest field + prompt_papers: List of paper dictionaries + include_content: Whether to include the full content field (False for stage 1 filtering) + """ + # Use different prompt templates for each stage + if include_content: + # Stage 2: Full analysis with content + prompt = open("src/relevancy_prompt.txt").read() + "\n" + else: + # Stage 1: Quick relevancy scoring with just title and abstract + prompt = open("src/relevancy_filter_prompt.txt").read() + "\n" + prompt += query['interest'] for idx, task_dict in enumerate(prompt_papers): - (title, authors, abstract, content) = task_dict["title"], task_dict["authors"], task_dict["abstract"], task_dict["content"] + (title, authors, abstract) = task_dict["title"], task_dict["authors"], task_dict["abstract"] if not title: raise prompt += f"###\n" prompt += f"{idx + 1}. Title: {title}\n" prompt += f"{idx + 1}. Authors: {authors}\n" prompt += f"{idx + 1}. Abstract: {abstract}\n" - prompt += f"{idx + 1}. Content: {content}\n" + + # Only include content in stage 2 + if include_content and "content" in task_dict: + content = task_dict["content"] + prompt += f"{idx + 1}. Content: {content}\n" + prompt += f"\n Generate response:\n1." - # Just log the number of papers for information + # Just log the number of papers and stage information num_papers = len(prompt_papers) - print(f"Sending prompt with {num_papers} papers for analysis") + stage = "Stage 2 (full analysis)" if include_content else "Stage 1 (relevancy filtering)" + print(f"Sending prompt for {stage} with {num_papers} papers") return prompt @@ -50,31 +70,52 @@ def is_json(myjson): def extract_json_from_string(text): """ - Attempt to extract JSON from a string by finding '{'...'}' + Improved JSON extraction that can handle multiple JSON objects in different formats """ - # Find the outermost JSON object - stack = [] - start_idx = -1 + # Clean up the text - remove markdown code blocks and backticks + text = text.replace("```json", "").replace("```", "").strip() - for i, char in enumerate(text): - if char == '{' and start_idx == -1: - start_idx = i - stack.append(char) - elif char == '{': - stack.append(char) - elif char == '}' and stack: - stack.pop() - if not stack and start_idx != -1: - # Found complete JSON object - json_str = text[start_idx:i+1] - try: - parsed = json.loads(json_str) - return parsed - except json.JSONDecodeError: - # If this one fails, continue looking - start_idx = -1 + # Try to find all JSON objects in the text + json_objects = [] + + # First, try to split by numbered lines (1., 2., etc.) + numbered_pattern = re.compile(r'^\d+\.\s*(\{.*?\})', re.DOTALL | re.MULTILINE) + numbered_matches = numbered_pattern.findall(text) - return None + if numbered_matches: + # Found numbered JSON objects + for json_str in numbered_matches: + try: + parsed = json.loads(json_str) + json_objects.append(parsed) + except json.JSONDecodeError: + pass + + # If we didn't find numbered objects, look for direct JSON objects + if not json_objects: + # Find all potential JSON objects + stack = [] + start_indices = [] + + for i, char in enumerate(text): + if char == '{' and (not stack): + start_indices.append(i) + stack.append(char) + elif char == '{': + stack.append(char) + elif char == '}' and stack: + stack.pop() + if not stack: + # Found a complete JSON object + json_str = text[start_indices.pop():i+1] + try: + parsed = json.loads(json_str) + json_objects.append(parsed) + except json.JSONDecodeError: + pass + + print(f"Found {len(json_objects)} JSON objects in the response") + return json_objects def post_process_chat_gpt_response(paper_data, response, threshold_score=0): """ @@ -106,10 +147,22 @@ def post_process_chat_gpt_response(paper_data, response, threshold_score=0): # Print the raw content for debugging print(f"\nRaw content:\n{content}\n") - # Try to extract JSON directly from the content - analysis = extract_json_from_string(content) - if analysis and "Relevancy score" in analysis: - score_items = [analysis] + # Try to extract multiple JSON objects from the content + json_objects = extract_json_from_string(content) + + if json_objects: + # Found JSON objects using our improved extractor + score_items = [] + for obj in json_objects: + if "Relevancy score" in obj or "relevancy score" in obj: + # Normalize key names (handle case sensitivity) + normalized_obj = {} + for key, value in obj.items(): + if key.lower() == "relevancy score": + normalized_obj["Relevancy score"] = value + else: + normalized_obj[key] = value + score_items.append(normalized_obj) else: # Fallback to older parsing method score_items = [] @@ -244,29 +297,36 @@ def process_subject_fields(subjects): all_subjects = [s.split(" (")[0] for s in all_subjects] return all_subjects -def generate_relevance_score( +def filter_papers_by_relevance( all_papers, query, model_name="gpt-3.5-turbo-16k", threshold_score=2, - num_paper_in_prompt=10, # Default to 10 papers per prompt for better comparative analysis - temperature=0.4, + num_paper_in_prompt=8, # Fixed at 8 papers per prompt as requested + temperature=0.3, # Lower temperature for more consistent relevancy scoring top_p=1.0, - sorting=True + max_papers=10 # Try to find at least this many papers that meet the threshold ): - ans_data = [] - request_idx = 1 - hallucination = False - for id in tqdm.tqdm(range(0, len(all_papers), num_paper_in_prompt)): - prompt_papers = all_papers[id:id+num_paper_in_prompt] - # only sampling from the seed tasks - prompt = encode_prompt(query, prompt_papers) + """ + Stage 1: Filter papers by relevance using only title and abstract + Returns only papers that meet or exceed the threshold score + """ + filtered_papers = [] + print(f"\n===== STAGE 1: FILTERING PAPERS BY RELEVANCE (THRESHOLD >= {threshold_score}) =====") + + for id in tqdm.tqdm(range(0, len(all_papers), num_paper_in_prompt), desc="Stage 1: Relevancy filtering"): + batch_papers = all_papers[id:id+num_paper_in_prompt] + + # Create prompt without content for quick relevancy filtering + prompt = encode_prompt(query, batch_papers, include_content=False) + decoding_args = utils.OpenAIDecodingArguments( temperature=temperature, n=1, - max_tokens=1024*num_paper_in_prompt, # The response for each paper should be less than 128 tokens. + max_tokens=512, # Less tokens needed for just scoring top_p=top_p, ) + request_start = time.time() response = utils.openai_completion( prompts=prompt, @@ -275,21 +335,255 @@ def generate_relevance_score( decoding_args=decoding_args, logit_bias={"100257": -100}, # prevent the <|endoftext|> from being generated ) - print ("response", response['message']['content']) + request_duration = time.time() - request_start - + print(f"Stage 1 batch took {request_duration:.2f}s") + + # Extract just the relevancy scores process_start = time.time() - batch_data, hallu = post_process_chat_gpt_response(prompt_papers, response, threshold_score=threshold_score) - hallucination = hallucination or hallu - ans_data.extend(batch_data) + batch_data, _ = post_process_chat_gpt_response( + batch_papers, + response, + threshold_score=0 # Don't filter yet, we want all scores + ) + + # Keep only papers that meet or exceed the threshold + # Make sure we have the same number of scores as papers + if len(batch_data) != len(batch_papers): + print(f"WARNING: Mismatch between batch_data ({len(batch_data)}) and batch_papers ({len(batch_papers)})") + # If we have different counts, we need to match papers to scores + # This handles cases where not all papers got scores + + # Create a map of titles to papers for easier lookup + title_to_paper = {p["title"]: p for p in batch_papers} + + # Match scores to papers + for paper in batch_data: + if "title" in paper and paper["title"] in title_to_paper: + # Found a match by title + relevancy_score = paper.get("Relevancy score", 0) + if isinstance(relevancy_score, str): + try: + if '/' in relevancy_score: + relevancy_score = int(relevancy_score.split('/')[0]) + else: + relevancy_score = int(relevancy_score) + except (ValueError, TypeError): + relevancy_score = 0 + + if relevancy_score >= threshold_score: + print(f"PASSED: Paper '{paper['title'][:50]}...' with score {relevancy_score}") + filtered_papers.append(paper) + else: + print(f"FILTERED OUT: Paper '{paper['title'][:50]}...' with score {relevancy_score}") + else: + # We have the expected number of scores + for paper in batch_data: + relevancy_score = paper.get("Relevancy score", 0) + if isinstance(relevancy_score, str): + try: + if '/' in relevancy_score: + relevancy_score = int(relevancy_score.split('/')[0]) + else: + relevancy_score = int(relevancy_score) + except (ValueError, TypeError): + relevancy_score = 0 + + if relevancy_score >= threshold_score: + print(f"PASSED: Paper '{paper['title'][:50]}...' with score {relevancy_score}") + filtered_papers.append(paper) + else: + print(f"FILTERED OUT: Paper '{paper['title'][:50]}...' with score {relevancy_score}") + + print(f"Post-processing took {time.time() - process_start:.2f}s") + print(f"Filtered papers so far: {len(filtered_papers)} out of {id + len(batch_papers)}") + + print(f"\nStage 1 complete: {len(filtered_papers)} papers met the threshold of {threshold_score} out of {len(all_papers)}") + + # If we didn't find enough papers, adjust threshold downward and include more + if len(filtered_papers) < max_papers and threshold_score > 1: + # Find the highest-scored papers that didn't meet the threshold + remaining_scores = {} + for paper in all_papers: + if paper not in filtered_papers: + score = paper.get("Relevancy score", 0) + if isinstance(score, str): + try: + score = int(score) + except (ValueError, TypeError): + score = 0 + remaining_scores[paper] = score + + # Sort the remaining papers by score (descending) + sorted_papers = sorted(remaining_scores.keys(), key=lambda p: remaining_scores[p], reverse=True) + + # Add the highest-scored papers until we reach max_papers or run out of papers + papers_to_add = sorted_papers[:max_papers - len(filtered_papers)] + for paper in papers_to_add: + score = remaining_scores[paper] + print(f"Adding paper '{paper['title'][:50]}...' with score {score} (below threshold) to meet minimum paper count") + filtered_papers.append(paper) + + print(f"Added {len(papers_to_add)} papers below threshold to reach {len(filtered_papers)} total papers") + + return filtered_papers - print(f"Request {request_idx+1} took {request_duration:.2f}s") + +def analyze_papers_in_depth( + filtered_papers, + query, + model_name="gemini-1.5-flash", # Use Gemini by default for detailed analysis + num_paper_in_prompt=5, # Smaller batches for detailed analysis + temperature=0.5, + top_p=1.0 +): + """ + Stage 2: Analyze papers in depth, including content analysis + Only called for papers that passed the relevancy threshold + """ + analyzed_papers = [] + print(f"\n===== STAGE 2: DETAILED ANALYSIS OF {len(filtered_papers)} PAPERS =====") + + # If we're using Gemini, use their API instead + if "gemini" in model_name: + print(f"Using Gemini for detailed analysis: {model_name}") + from gemini_utils import analyze_papers_with_gemini + return analyze_papers_with_gemini( + filtered_papers, + query=query, + model_name=model_name + ) + + # Otherwise use OpenAI + for id in tqdm.tqdm(range(0, len(filtered_papers), num_paper_in_prompt), desc="Stage 2: Detailed analysis"): + batch_papers = filtered_papers[id:id+num_paper_in_prompt] + + # Create prompt with content for detailed analysis + prompt = encode_prompt(query, batch_papers, include_content=True) + + decoding_args = utils.OpenAIDecodingArguments( + temperature=temperature, + n=1, + max_tokens=1024*num_paper_in_prompt, + top_p=top_p, + ) + + request_start = time.time() + response = utils.openai_completion( + prompts=prompt, + model_name=model_name, + batch_size=1, + decoding_args=decoding_args, + logit_bias={"100257": -100}, # prevent the <|endoftext|> from being generated + ) + + request_duration = time.time() - request_start + print(f"Stage 2 batch took {request_duration:.2f}s") + + # Process the detailed analysis + process_start = time.time() + batch_data, _ = post_process_chat_gpt_response(batch_papers, response, threshold_score=0) + analyzed_papers.extend(batch_data) + print(f"Post-processing took {time.time() - process_start:.2f}s") + print(f"Analyzed papers so far: {len(analyzed_papers)} out of {len(filtered_papers)}") + + print(f"\nStage 2 complete: {len(analyzed_papers)} papers fully analyzed") + return analyzed_papers - if sorting: - ans_data = sorted(ans_data, key=lambda x: int(x["Relevancy score"]), reverse=True) + +def generate_relevance_score( + all_papers, + query, + model_name="gpt-3.5-turbo-16k", + threshold_score=2, + num_paper_in_prompt=8, # Fixed at 8 papers per prompt + temperature=0.4, + top_p=1.0, + sorting=True, + stage2_model="gemini-1.5-flash", # Model to use for Stage 2 + min_papers=10 # Minimum number of papers to return +): + """ + Two-stage paper processing: + 1. Filter papers by relevance using OpenAI (fast, based on title/abstract) + 2. Analyze relevant papers in depth using Gemini (detailed, includes content) + """ + # Stage 1: Filter by relevance (OpenAI) + filtered_papers = filter_papers_by_relevance( + all_papers, + query, + model_name=model_name, + threshold_score=threshold_score, + num_paper_in_prompt=num_paper_in_prompt, + temperature=temperature, + top_p=top_p, + max_papers=min_papers # Ensure we get at least this many papers + ) + + # If no papers passed the threshold, return empty results + if len(filtered_papers) == 0: + print("No papers passed the relevance threshold. Returning empty results.") + return [], False + + # Before Stage 2: Extract HTML content for papers that passed the filter + print(f"\n===== EXTRACTING HTML CONTENT FOR {len(filtered_papers)} PAPERS =====") + for i, paper in enumerate(filtered_papers): + try: + # Extract HTML content from the paper URL + from download_new_papers import crawl_html_version + + # Get the paper ID from the main_page URL + paper_id = None + main_page = paper.get("main_page", "") + if main_page: + # Extract paper ID (e.g., 2401.12345) + import re + id_match = re.search(r'/abs/([0-9v.]+)', main_page) + if id_match: + paper_id = id_match.group(1) + + if paper_id: + # Construct HTML link + html_link = f"https://arxiv.org/html/{paper_id}" + print(f"Fetching HTML content for paper {i+1}/{len(filtered_papers)}: {paper['title'][:50]}...") + print(f"HTML link: {html_link}") + + # Try to get content + content = crawl_html_version(html_link) + if content and len(content) > 100 and "Error accessing HTML" not in content: + paper["content"] = content + print(f"✅ Successfully extracted {len(content)} characters of content") + else: + # If HTML version fails, use the abstract + more details + paper["content"] = f"{paper.get('abstract', '')} {paper.get('title', '')}" + print(f"⚠️ Failed to extract content, using abstract instead. Error: {content[:100]}...") + else: + print(f"⚠️ Couldn't parse paper ID from URL: {main_page}") + paper["content"] = paper.get("abstract", "No content available") + + except Exception as e: + print(f"❌ Error extracting HTML content: {str(e)}") + # Fallback to using the abstract + paper["content"] = paper.get("abstract", "No content available") + + print(f"Content extraction complete for {len(filtered_papers)} papers.") + + # Stage 2: In-depth analysis (Gemini or fallback to OpenAI) + analyzed_papers = analyze_papers_in_depth( + filtered_papers, + query, + model_name=stage2_model, + num_paper_in_prompt=max(1, num_paper_in_prompt // 2), # Smaller batches for detailed analysis + temperature=temperature, + top_p=top_p + ) + + # Sort by relevancy score if requested + if sorting and analyzed_papers: + analyzed_papers = sorted(analyzed_papers, key=lambda x: int(x.get("Relevancy score", 0)), reverse=True) - return ans_data, hallucination + return analyzed_papers, False # No hallucination tracking in two-stage system def run_all_day_paper( query={"interest":"Computer Science", "subjects":["Machine Learning", "Computation and Language", "Artificial Intelligence", "Information Retrieval"]}, diff --git a/src/relevancy_filter_prompt.txt b/src/relevancy_filter_prompt.txt new file mode 100644 index 0000000..b047a70 --- /dev/null +++ b/src/relevancy_filter_prompt.txt @@ -0,0 +1,23 @@ +You are a research assistant with expertise in analyzing academic papers, particularly in AI and machine learning. You've been asked to perform PRELIMINARY SCREENING of arXiv papers based ONLY on their titles and abstracts. + +Your task is to evaluate which papers are worth analyzing in depth based on their potential relevance to the researcher's specific interests. + +For each paper, provide ONLY a relevancy score out of 10, with a higher score indicating greater relevance to the researcher's specific interests. Each paper's score should be accompanied by a brief explanation of why it matches or doesn't match the research interests. + +Papers scoring 7 or higher will undergo detailed analysis with their full content, so be selective. + +VERY IMPORTANT: Respond with a numbered list of valid JSON objects. The format MUST be exactly like this for each paper: + +1. { + "Relevancy score": 7, + "Reasons for match": "Paper discusses multi-agent systems with focus on coordination mechanisms, which directly aligns with research interests." +} + +2. { + "Relevancy score": 3, + "Reasons for match": "Mentions agents but focuses on image processing applications, which is not part of the stated research interests." +} + +DO NOT use "```json" code blocks or any other formatting. Just provide numbered JSON objects exactly as shown above. + +My research interests are: \ No newline at end of file From e8da783270ad07bd66728b9accf294a5d2002626 Mon Sep 17 00:00:00 2001 From: linhkid Date: Mon, 7 Apr 2025 09:01:24 +0700 Subject: [PATCH 23/28] refine and refactor --- README.md | 66 ++----- find_design_papers.sh | 100 +--------- requirements.txt | 7 +- src/anthropic_utils.py | 322 +++++++++++++++++++++++++++++++ src/app_new.py | 96 +++++++-- src/design/README.md | 82 ++++++++ src/design/find_design_papers.sh | 44 ++++- src/design/get_design_papers.sh | 125 ++++-------- src/model_manager.py | 26 ++- 9 files changed, 605 insertions(+), 263 deletions(-) create mode 100644 src/anthropic_utils.py create mode 100644 src/design/README.md diff --git a/README.md b/README.md index c808f7c..19c4c5b 100644 --- a/README.md +++ b/README.md @@ -27,6 +27,8 @@ This repository provides an enhanced daily digest for newly published arXiv pape ## ✨ Features - **Multi-Model Integration**: Support for OpenAI, Gemini, and Claude models for paper analysis +- **Latest Models**: Support for GPT-4o, GPT-4o mini, Claude 3.5, and other current models +- **Two-Stage Processing**: Efficient paper analysis with quick filtering followed by detailed analysis - **Enhanced Analysis**: Detailed paper breakdowns including key innovations, critical analysis, and practical applications - **HTML Report Generation**: Clean, organized reports saved with date-based filenames - **Adjustable Relevancy Threshold**: Interactive slider for filtering papers by relevance score @@ -34,7 +36,7 @@ This repository provides an enhanced daily digest for newly published arXiv pape - **Topic Clustering**: Group similar papers using AI-powered clustering (Gemini) - **Robust JSON Parsing**: Reliable extraction of analysis results from LLM responses - **Standardized Directory Structure**: Organized codebase with `/src`, `/data`, and `/digest` directories -- **Simplified Web UI**: Clean Gradio interface focused on core paper analysis functionality +- **Improved Web UI**: Clean Gradio interface with dynamic topic selection and error handling ## 🚀 Quick Start @@ -48,60 +50,28 @@ This repository creates a personalized daily digest by: 1. **Crawling arXiv** for recent papers in your areas of interest 2. **Analyzing papers** in-depth using AI models (OpenAI, Gemini, or Claude) -3. **Scoring relevance** on a scale of 1-10 based on your research interests -4. **Providing detailed analysis** of each paper, including: +3. **Two-stage processing** for efficiency: + - Stage 1: Quick relevancy filtering using only title and abstract + - Stage 2: Detailed analysis of papers that meet the relevancy threshold +4. **Scoring relevance** on a scale of 1-10 based on your research interests +5. **Providing detailed analysis** of each paper, including: - Key innovations - Critical analysis - Implementation details - Practical applications - Related work -5. **Generating reports** in HTML format with clean organization -6. Optionally **sending email digests** using SendGrid +6. **Generating reports** in HTML format with clean organization ## 🤖 Model Integrations The system supports three major AI providers: -- **OpenAI GPT** (gpt-3.5-turbo-16k, gpt-4, gpt-4-turbo) +- **OpenAI GPT** (gpt-3.5-turbo-16k, gpt-4, gpt-4-turbo, gpt-4o, gpt-4o-mini) - **Google Gemini** (gemini-1.5-flash, gemini-1.5-pro, gemini-2.0-flash) -- **Anthropic Claude** (claude-3-haiku, claude-3-sonnet, claude-3-opus) +- **Anthropic Claude** (claude-3-haiku, claude-3-sonnet, claude-3-opus, claude-3.5-sonnet) You can use any combination of these models, allowing you to compare results or choose based on your needs. -## 🎨 Design Paper Discovery - -A specialized backend module is included for finding papers related to AI/ML for design automation: - -- **Design Automation Tool**: Find papers related to design automation, creative AI, and generative design -- **Categorization**: Automatically sort papers into categories like UI/UX Design, Layout Generation, etc. -- **Technique Analysis**: Identify papers using specific techniques like GANs, Diffusion Models, LLMs, etc. - -While the UI components for design automation have been simplified, you can still access this functionality through the command line or by using the backend directly: - -```bash -# Basic usage -./find_design_papers.sh - -# With keyword filtering -./find_design_papers.sh --keyword "layout" - -# With LLM analysis for comprehensive paper details -./find_design_papers.sh --analyze - -# Customize your research interests for analysis -./find_design_papers.sh --analyze --interest "I'm looking for papers on UI/UX automation and layout generation with neural networks" - -# Advanced usage with all options -./find_design_papers.sh --days 14 --keyword "diffusion" --analyze --model "gpt-4-turbo" - -# Output files include the current date by default: -# - data/design_papers_diffusion_20250406.json -# - digest/design_papers_diffusion_20250406.html - -# Disable date in filenames if needed -./find_design_papers.sh --keyword "layout" --no-date -``` - ## 📊 Output Formats Reports are generated in multiple formats: @@ -165,9 +135,6 @@ To set up automated daily digests: 2. Update `config.yaml` with your preferences 3. Set the following secrets in your repository settings: - `OPENAI_API_KEY` (and/or `GEMINI_API_KEY` or `ANTHROPIC_API_KEY`) - - `SENDGRID_API_KEY` (for email delivery) - - `FROM_EMAIL` (must match the email used for your SendGrid key) - - `TO_EMAIL` (recipient email) 4. The GitHub Action will run on schedule or can be triggered manually ### Running from Command Line @@ -178,11 +145,8 @@ For advanced users: # Regular paper digests with simplified UI python src/app_new.py -# Regular paper digests with original UI -python src/app.py - # Design paper finder -python -m src.design.find_design_papers --days 7 --analyze +./src/design/find_design_papers.sh --days 7 --analyze ``` ## ⚠️ API Usage Notes @@ -198,12 +162,12 @@ This tool respects arXiv's robots.txt and implements proper rate limiting. If yo The repository is organized as follows: - `/src` - All Python source code - - `app.py` - Original web interface with full feature set - `app_new.py` - Simplified interface with improved threshold handling and UI - `download_new_papers.py` - arXiv crawler - `relevancy.py` - Paper scoring and analysis with robust JSON parsing - `model_manager.py` - Multi-model integration - `gemini_utils.py` - Gemini API integration + - `anthropic_utils.py` - Claude API integration - `design/` - Design automation tools - `paths.py` - Standardized path handling - `/data` - JSON data files (auto-created) @@ -221,6 +185,10 @@ The repository is organized as follows: - [x] Adjustable relevancy threshold with UI slider - [x] Robust JSON parsing for reliable LLM response handling - [x] Simplified UI focused on core functionality +- [x] Dynamic topic selection UI with improved error handling +- [x] Support for newer models (GPT-4o, GPT-4o mini, Claude 3.5) +- [x] Two-stage paper processing for efficiency (quick filtering followed by detailed analysis) +- [x] Removed email functionality in favor of local HTML reports - [ ] Full PDF content analysis - [ ] Author-based ranking and filtering - [ ] Fine-tuned open-source model support diff --git a/find_design_papers.sh b/find_design_papers.sh index 43ec083..6faffb2 100755 --- a/find_design_papers.sh +++ b/find_design_papers.sh @@ -1,95 +1,13 @@ #!/bin/bash -# Wrapper script to run the enhanced design papers finder +# Root-level wrapper script for the design papers finder -# Default values -DAYS=7 -OUTPUT="" # Let the Python script add date to the filename -HTML="" # Let the Python script add date to the filename -KEYWORD="" -ANALYZE=false -INTEREST="" -MODEL="gpt-3.5-turbo-16k" -NO_DATE=false +# Show deprecation warning +echo "ℹ️ Note: This script is a wrapper for ./src/design/find_design_papers.sh" +echo "ℹ️ Consider using ./src/design/find_design_papers.sh directly for best results" +echo "" -# Parse command-line arguments -while [[ $# -gt 0 ]]; do - case $1 in - --days) - DAYS="$2" - shift 2 - ;; - --output) - OUTPUT="$2" - shift 2 - ;; - --html) - HTML="$2" - shift 2 - ;; - --keyword) - KEYWORD="$2" - shift 2 - ;; - --analyze) - ANALYZE=true - shift - ;; - --interest) - INTEREST="$2" - shift 2 - ;; - --model) - MODEL="$2" - shift 2 - ;; - --no-date) - NO_DATE=true - shift - ;; - *) - echo "Unknown option: $1" - exit 1 - ;; - esac -done +# Simply forward all arguments to the actual script +./src/design/find_design_papers.sh "$@" -# Build the command -CMD="python -m src.design.find_design_papers --days $DAYS" - -# Add output and HTML paths if specified -if [ -n "$OUTPUT" ]; then - CMD="$CMD --output \"$OUTPUT\"" -fi - -if [ -n "$HTML" ]; then - CMD="$CMD --html \"$HTML\"" -fi - -# Add optional arguments if provided -if [ -n "$KEYWORD" ]; then - CMD="$CMD --keyword \"$KEYWORD\"" -fi - -if [ "$ANALYZE" = true ]; then - CMD="$CMD --analyze" - - if [ -n "$INTEREST" ]; then - CMD="$CMD --interest \"$INTEREST\"" - fi - - if [ -n "$MODEL" ]; then - CMD="$CMD --model \"$MODEL\"" - fi -fi - -if [ "$NO_DATE" = true ]; then - CMD="$CMD --no-date" -fi - -# Print the command -echo "Running: $CMD" - -# Execute the command -eval $CMD - -echo "Done!" \ No newline at end of file +# The exit code will propagate from the called script +exit $? \ No newline at end of file diff --git a/requirements.txt b/requirements.txt index c2b503b..524a7e3 100644 --- a/requirements.txt +++ b/requirements.txt @@ -1,12 +1,11 @@ PyYAML==6.0 beautifulsoup4==4.12.2 numpy==1.24.2 -openai==0.27.8 +openai>=1.3.0 python-dotenv==1.0.0 pytz==2023.3 sendgrid==6.10.0 tqdm==4.65.0 google-generativeai>=0.3.0 -anthropic>=0.5.0 -google-genai -gradio \ No newline at end of file +anthropic>=0.8.0 +gradio>=3.50.0 \ No newline at end of file diff --git a/src/anthropic_utils.py b/src/anthropic_utils.py new file mode 100644 index 0000000..e6ef0e7 --- /dev/null +++ b/src/anthropic_utils.py @@ -0,0 +1,322 @@ +""" +Anthropic/Claude API integration for ArxivDigest. +This module provides functions to work with Anthropic's Claude API for paper analysis. +""" +import os +import json +import logging +import time +from typing import List, Dict, Any, Optional + +try: + import anthropic + from anthropic.types import MessageParam + ANTHROPIC_AVAILABLE = True +except ImportError: + ANTHROPIC_AVAILABLE = False + +# Configure logging +logging.basicConfig(level=logging.INFO) +logger = logging.getLogger(__name__) + +class ClaudeConfig: + """Configuration for Claude API calls.""" + def __init__( + self, + temperature: float = 0.5, + max_tokens: int = 4000, + top_p: float = 0.95, + top_k: int = 40 + ): + self.temperature = temperature + self.max_tokens = max_tokens + self.top_p = top_p + self.top_k = top_k + +def setup_anthropic_api(api_key: str) -> bool: + """ + Setup the Anthropic API with the provided API key. + + Args: + api_key: Anthropic API key + + Returns: + bool: True if setup was successful, False otherwise + """ + if not ANTHROPIC_AVAILABLE: + logger.error("Anthropic package not installed. Run 'pip install anthropic'") + return False + + if not api_key: + logger.error("No Anthropic API key provided") + return False + + try: + # Initialize client to test connection + client = anthropic.Anthropic(api_key=api_key) + # Test API connection by listing models + models = client.models.list() + available_models = [model.id for model in models.data] + logger.info(f"Successfully connected to Anthropic API. Available models: {available_models}") + return True + except Exception as e: + logger.error(f"Failed to setup Anthropic API: {e}") + return False + +def get_claude_client(api_key: str) -> Optional[anthropic.Anthropic]: + """ + Get an Anthropic client with the given API key. + + Args: + api_key: Anthropic API key + + Returns: + Anthropic client or None if not available + """ + if not ANTHROPIC_AVAILABLE: + return None + + try: + client = anthropic.Anthropic(api_key=api_key) + return client + except Exception as e: + logger.error(f"Failed to get Anthropic client: {e}") + return None + +def analyze_papers_with_claude( + papers: List[Dict[str, Any]], + query: Dict[str, str], + config: Optional[ClaudeConfig] = None, + model_name: str = "claude-3.5-sonnet-20240620", + api_key: str = None +) -> List[Dict[str, Any]]: + """ + Analyze papers using Claude. + + Args: + papers: List of paper dictionaries + query: Dictionary with 'interest' key describing research interests + config: ClaudeConfig object + model_name: Name of the Claude model to use + api_key: Anthropic API key (optional if already configured elsewhere) + + Returns: + List of papers with added analysis + """ + if not ANTHROPIC_AVAILABLE: + logger.error("Anthropic package not installed. Cannot analyze papers.") + return papers + + if not config: + config = ClaudeConfig() + + # Get client + if api_key: + client = get_claude_client(api_key) + else: + # Try to get from environment + api_key = os.environ.get("ANTHROPIC_API_KEY", "") + if not api_key: + logger.error("No Anthropic API key provided") + return papers + client = get_claude_client(api_key) + + if not client: + return papers + + analyzed_papers = [] + + for paper in papers: + try: + # Prepare system prompt + system_prompt = f""" + You are a research assistant analyzing academic papers in AI and ML. + You provide comprehensive, accurate and unbiased analysis based on the user's research interests. + Your responses should be well-structured and factual, focusing on the paper's strengths, weaknesses, and relevance. + """ + + # Prepare user prompt + user_prompt = f""" + Analyze this paper and provide insights based on the following research interests: + + Research interests: {query['interest']} + + Paper details: + Title: {paper['title']} + Authors: {paper['authors']} + Abstract: {paper['abstract']} + Content: {paper['content'][:5000] if 'content' in paper else 'Not available'} + + Please provide your response as a single JSON object with the following structure: + {{ + "Relevancy score": 1-10 (higher = more relevant), + "Reasons for match": "Detailed explanation of why this paper matches the interests", + "Key innovations": "List the main contributions of the paper", + "Critical analysis": "Evaluate strengths and weaknesses", + "Goal": "What problem does the paper address?", + "Data": "Description of datasets used", + "Methodology": "Technical approach and methods", + "Implementation details": "Model architecture, hyperparameters, etc.", + "Experiments & Results": "Key findings and comparisons", + "Discussion & Next steps": "Limitations and future work", + "Related work": "Connection to similar research", + "Practical applications": "Real-world uses of this research", + "Key takeaways": ["Point 1", "Point 2", "Point 3"] + }} + + Format your response as a valid JSON object and nothing else. + """ + + # Just log that we're sending a prompt to Claude + print(f"Sending prompt to Claude for paper: {paper['title'][:50]}...") + + # Create message + messages: List[MessageParam] = [ + { + "role": "user", + "content": user_prompt + } + ] + + # Call the API + response = client.messages.create( + model=model_name, + max_tokens=config.max_tokens, + temperature=config.temperature, + system=system_prompt, + messages=messages + ) + + # Extract and parse the response + response_text = response.content[0].text if response.content else "" + + # Try to extract JSON + try: + start_idx = response_text.find('{') + end_idx = response_text.rfind('}') + 1 + if start_idx >= 0 and end_idx > start_idx: + json_str = response_text[start_idx:end_idx] + claude_analysis = json.loads(json_str) + + # Add Claude analysis to paper + paper['claude_analysis'] = claude_analysis + + # Directly copy fields to paper + for key, value in claude_analysis.items(): + paper[key] = value + else: + logger.warning(f"Could not extract JSON from Claude response for paper {paper['title']}") + paper['claude_analysis'] = {"error": "Failed to parse response"} + except json.JSONDecodeError: + logger.warning(f"Failed to parse Claude response as JSON for paper {paper['title']}") + paper['claude_analysis'] = {"error": "Failed to parse response"} + + analyzed_papers.append(paper) + + # Avoid rate limiting + time.sleep(1) + + except Exception as e: + logger.error(f"Claude API error: {e}") + paper['claude_analysis'] = {"error": f"Claude API error: {str(e)}"} + analyzed_papers.append(paper) + + return analyzed_papers + +def get_claude_interpretability_analysis(paper: Dict[str, Any], model_name: str = "claude-3.5-sonnet-20240620", api_key: str = None) -> Dict[str, Any]: + """ + Get specialized mechanistic interpretability analysis for a paper using Claude. + + Args: + paper: Paper dictionary + model_name: Claude model to use + api_key: Anthropic API key (optional if already configured elsewhere) + + Returns: + Dictionary with interpretability analysis + """ + if not ANTHROPIC_AVAILABLE: + return {"error": "Anthropic package not installed"} + + # Get client + if api_key: + client = get_claude_client(api_key) + else: + # Try to get from environment + api_key = os.environ.get("ANTHROPIC_API_KEY", "") + if not api_key: + return {"error": "No Anthropic API key provided"} + client = get_claude_client(api_key) + + if not client: + return {"error": "Failed to initialize Anthropic client"} + + try: + # Prepare system prompt + system_prompt = """ + You are a specialist in mechanistic interpretability and AI alignment. + Provide a thorough analysis of research papers with focus on interpretability methods, + circuit analysis, and how the work relates to understanding AI systems. + """ + + # Prepare the prompt + user_prompt = f""" + Analyze this paper from a mechanistic interpretability perspective: + + Title: {paper['title']} + Authors: {paper['authors']} + Abstract: {paper['abstract']} + Content: {paper['content'][:7000] if 'content' in paper else paper['abstract']} + + Please return your analysis as a JSON object with the following fields: + + {{ + "interpretability_score": 1-10 (how relevant is this to mechanistic interpretability), + "key_methods": "Main interpretability techniques used or proposed", + "circuit_analysis": "Any findings about neural circuits or components", + "relevance_to_alignment": "How this work contributes to AI alignment", + "novel_insights": "New perspectives on model internals", + "limitations": "Limitations of the interpretability methods", + "potential_extensions": "How this work could be extended", + "connection_to_other_work": "Relationship to other interpretability papers" + }} + + Respond with only the JSON. + """ + + # Create message + messages: List[MessageParam] = [ + { + "role": "user", + "content": user_prompt + } + ] + + # Call the API + response = client.messages.create( + model=model_name, + max_tokens=4000, + temperature=0.3, + system=system_prompt, + messages=messages + ) + + # Extract and parse the response + response_text = response.content[0].text if response.content else "" + + # Try to extract JSON + try: + # Find the JSON part in the response + start_idx = response_text.find('{') + end_idx = response_text.rfind('}') + 1 + if start_idx >= 0 and end_idx > start_idx: + json_str = response_text[start_idx:end_idx] + analysis = json.loads(json_str) + return analysis + else: + return {"error": "Could not extract JSON from response"} + except json.JSONDecodeError: + return {"error": "Failed to parse response as JSON"} + + except Exception as e: + return {"error": f"Claude API error: {str(e)}"} \ No newline at end of file diff --git a/src/app_new.py b/src/app_new.py index 43c5d3f..4be6bd8 100755 --- a/src/app_new.py +++ b/src/app_new.py @@ -280,8 +280,32 @@ def generate_html_report(papers, title="ArXiv Digest Results", topic=None, categ .implementation {{ margin: 15px 0; padding: 15px; background-color: #f0f8ff; border-radius: 5px; box-shadow: 0 1px 2px rgba(0,0,0,0.05); }} .experiments {{ margin: 15px 0; padding: 15px; background-color: #f5f5f5; border-radius: 5px; box-shadow: 0 1px 2px rgba(0,0,0,0.05); }} .discussion {{ margin: 15px 0; padding: 15px; background-color: #f0fff0; border-radius: 5px; box-shadow: 0 1px 2px rgba(0,0,0,0.05); }} - .paper-navigation {{ position: sticky; top: 20px; float: right; background-color: white; padding: 15px; border: 1px solid #eee; border-radius: 5px; margin-left: 20px; max-width: 250px; }} - .paper-navigation ul {{ list-style-type: none; padding: 0; margin: 0; }} + .paper-navigation {{ + position: fixed; + top: 20px; + right: 20px; + background-color: white; + padding: 15px; + border: 1px solid #eee; + border-radius: 5px; + max-width: 250px; + box-shadow: 0 2px 10px rgba(0,0,0,0.1); + z-index: 100; + transition: transform 0.3s ease; + transform: translateX(85%); + }} + .paper-navigation:hover {{ + transform: translateX(0); + }} + .paper-navigation::before {{ + content: "Papers ◄"; + position: absolute; + left: 10px; + top: 15px; + font-weight: bold; + color: #2980b9; + }} + .paper-navigation ul {{ list-style-type: none; padding: 0; margin: 20px 0 0 0; }} .paper-navigation li {{ margin: 5px 0; }} .paper-navigation a {{ text-decoration: none; }} @@ -307,7 +331,7 @@ def generate_html_report(papers, title="ArXiv Digest Results", topic=None, categ
-

Papers

+

Index

@@ -492,7 +516,7 @@ def format_field_content(content): html += """ @@ -661,7 +685,25 @@ def sample(email, topic, physics_topic, categories, interest, use_openai, use_ge # Use Anthropic if selected and no papers yet if use_anthropic and model_manager.is_provider_available(ModelProvider.ANTHROPIC) and len(relevancy) == 0: - print("Anthropic/Claude analysis not yet implemented") + try: + # Import directly to avoid circular imports + from anthropic_utils import analyze_papers_with_claude + claude_papers = analyze_papers_with_claude( + papers, + query={"interest": interest}, + model_name=anthropic_model + ) + # Process papers to ensure they have the right fields + for paper in claude_papers: + if 'claude_analysis' in paper: + # Copy all fields from claude_analysis to the paper object + for key, value in paper['claude_analysis'].items(): + paper[key] = value + + relevancy.extend(claude_papers) + print(f"Claude analysis added {len(claude_papers)} papers") + except Exception as e: + print(f"Error during Claude analysis: {e}") print(f"Total papers after analysis: {len(relevancy)}") @@ -823,20 +865,24 @@ def sample(email, topic, physics_topic, categories, interest, use_openai, use_ge def change_subsubject(subject, physics_subject): - if subject != "Physics": + # For any subject (not just Physics), show appropriate subtopics + if subject == "Physics" and physics_subject and not isinstance(physics_subject, list): + # For Physics, show subcategories based on selected physics category + return {"choices": categories_map[physics_subject], "value": [], "visible": True} + elif subject in categories_map: + # For other main topics, show their subtopics directly return {"choices": categories_map[subject], "value": [], "visible": True} else: - if physics_subject and not isinstance(physics_subject, list): - return {"choices": categories_map[physics_subject], "value": [], "visible": True} - else: - return {"choices": [], "value": [], "visible": False} + # If no subtopics available + return {"choices": [], "value": [], "visible": False} def change_physics(subject): + # Always return just the visibility attribute to avoid errors with value updates if subject != "Physics": - return {"visible": False, "value": None} + return {"visible": False} else: - return {"choices": list(physics_topics.keys()), "visible": True} + return {"visible": True} def register_openai_token(token): @@ -868,9 +914,9 @@ def register_anthropic_token(token): subject = gr.Radio( list(topics.keys()), label="Topic" ) - # Simplified without dynamic updates + # Only show physics dropdown when Physics is selected physics_subject = gr.Dropdown(list(physics_topics.keys()), value=list(physics_topics.keys())[0], - multiselect=False, label="Physics category (only needed if Topic=Physics)", visible=True) + multiselect=False, label="Physics category", visible=False) subsubject = gr.Dropdown( [], value=[], multiselect=True, label="Subtopic (optional)", info="Optional. Leaving it empty will use all subtopics.", visible=True) @@ -889,9 +935,9 @@ def register_anthropic_token(token): use_anthropic = gr.Checkbox(label="Use Claude", value=False) with gr.Accordion("Advanced Settings", open=False): - openai_model = gr.Dropdown(["gpt-3.5-turbo-16k", "gpt-4", "gpt-4-turbo"], value="gpt-4", label="OpenAI Model") + openai_model = gr.Dropdown(["gpt-3.5-turbo-16k", "gpt-4", "gpt-4-turbo", "gpt-4o", "gpt-4o-mini"], value="gpt-4", label="OpenAI Model") gemini_model = gr.Dropdown(["gemini-1.5-flash", "gemini-1.5-pro", "gemini-2.0-flash"], value="gemini-2.0-flash", label="Gemini Model") - anthropic_model = gr.Dropdown(["claude-3-haiku-20240307", "claude-3-sonnet-20240229", "claude-3-opus-20240229"], value="claude-3-sonnet-20240229", label="Claude Model") + anthropic_model = gr.Dropdown(["claude-3-haiku-20240307", "claude-3-sonnet-20240229", "claude-3-opus-20240229", "claude-3.5-sonnet-20240620"], value="claude-3-sonnet-20240229", label="Claude Model") # Always include specialized analysis by default special_analysis = gr.Checkbox(label="Include specialized analysis for research topics", value=True) @@ -965,7 +1011,23 @@ def register_anthropic_token(token): design_automation, design_reference_paper, design_techniques, design_categories ] - # No dynamic batch handling needed - using fixed defaults + # Connect change handlers for dynamic UI - use cleaner event handling + def on_topic_change(topic): + visible = (topic == "Physics") + return { + physics_subject: gr.update(visible=visible), + subsubject: gr.update(choices=categories_map.get(topic, []), visible=topic in categories_map) + } + + subject.change(fn=on_topic_change, inputs=[subject], outputs=[physics_subject, subsubject]) + + # Use simpler event handler for physics subtopic changing + def on_physics_change(topic, physics_topic): + if topic == "Physics" and physics_topic and physics_topic in categories_map: + return gr.update(choices=categories_map[physics_topic], visible=True) + return gr.update(visible=False) + + physics_subject.change(fn=on_physics_change, inputs=[subject, physics_subject], outputs=[subsubject]) # Sample button sample_btn.click( diff --git a/src/design/README.md b/src/design/README.md new file mode 100644 index 0000000..f90399b --- /dev/null +++ b/src/design/README.md @@ -0,0 +1,82 @@ +# 🎨 Design Paper Discovery + +This module specializes in finding and analyzing papers related to AI/ML for design automation. It crawls arXiv for design-related papers and provides detailed reports on recent research at the intersection of AI and design. + +## Features + +- **Smart Paper Finding**: Automatically finds papers related to design automation and creative AI +- **Multi-Category Search**: Searches across Computer Vision, Graphics, HCI, and other relevant arXiv categories +- **Intelligent Categorization**: Sorts papers into design subcategories (UI/UX, Layout, Graphic Design, etc.) +- **Technique Analysis**: Identifies AI techniques used (GANs, Diffusion Models, LLMs, etc.) +- **LLM-Powered Analysis**: Optional in-depth analysis using OpenAI, Gemini, or Claude models +- **HTML Reports**: Generates clean, organized HTML reports with paper statistics and details +- **JSON Export**: Saves all paper data in structured JSON format for further processing + +## Quick Start + +Run the main script from the project root directory: + +```bash +# Basic usage - find design papers from the last 7 days +./src/design/find_design_papers.sh + +# With keyword filtering - find design papers about layout generation +./src/design/find_design_papers.sh --keyword "layout" + +# With longer timeframe - find design papers from the last month +./src/design/find_design_papers.sh --days 30 +``` + +## Advanced Usage + +```bash +# With LLM analysis for comprehensive paper details +./src/design/find_design_papers.sh --analyze + +# Customize research interests for analysis +./src/design/find_design_papers.sh --analyze --interest "I'm looking for papers on UI/UX automation and layout generation with neural networks" + +# Change the model used for analysis +./src/design/find_design_papers.sh --analyze --model "gpt-4o" + +# Combined example with all major features +./src/design/find_design_papers.sh --days 14 --keyword "diffusion" --analyze --model "gpt-4o" --interest "I'm researching diffusion models for design applications" + +# Output files include the current date by default: +# - data/design_papers_diffusion_20250406.json +# - digest/design_papers_diffusion_20250406.html + +# Disable date in filenames if needed +./src/design/find_design_papers.sh --keyword "layout" --no-date +``` + +## Parameters Reference + +| Parameter | Description | Default | +|-----------|-------------|---------| +| `--days N` | Number of days to search back | 7 | +| `--keyword TERM` | Filter papers containing this keyword | none | +| `--analyze` | Use LLM to perform detailed analysis | false | +| `--interest "TEXT"` | Custom research interest for LLM | Design automation focus | +| `--model MODEL` | Model to use for analysis | gpt-3.5-turbo-16k | +| `--no-date` | Don't add date to output filenames | false | +| `--output FILE` | Custom JSON output path | data/design_papers_DATE.json | +| `--html FILE` | Custom HTML output path | digest/design_papers_DATE.html | +| `--help` | Show help message | | + +## Implementation Details + +The design paper discovery consists of these main components: + +1. **find_design_papers.sh**: Main shell script interface with help and options +2. **find_design_papers.py**: Core Python implementation for arXiv discovery and analysis +3. **design_finder.py**: Alternative implementation with minimal dependencies +4. **get_design_papers.sh**: Legacy script (maintained for backward compatibility) + +## Example Output + +The HTML report includes: +- Summary statistics and paper counts by category and technique +- Detailed paper listings with titles, authors, and abstracts +- AI analysis sections when using the `--analyze` flag +- Links to arXiv pages and PDF downloads diff --git a/src/design/find_design_papers.sh b/src/design/find_design_papers.sh index 223d634..7712327 100755 --- a/src/design/find_design_papers.sh +++ b/src/design/find_design_papers.sh @@ -1,4 +1,42 @@ -#\!/bin/bash +#!/bin/bash +# Design papers finder script +# Searches arXiv for design automation papers and generates reports +# For full documentation, see ./README.md -# Run the design finder module -python -m src.design_finder "$@" +# Add help/usage function +show_help() { + echo "Usage: ./find_design_papers.sh [OPTIONS]" + echo "" + echo "Options:" + echo " --days N Search papers from the last N days (default: 7)" + echo " --keyword TERM Filter papers containing this keyword" + echo " --analyze Use LLM to perform detailed analysis of papers" + echo " --interest \"TEXT\" Custom research interest description for LLM" + echo " --model MODEL Model to use for analysis (default: gpt-3.5-turbo-16k)" + echo " --no-date Don't add date to output filenames" + echo " --output FILE Custom JSON output path (default: data/design_papers_DATE.json)" + echo " --html FILE Custom HTML output path (default: digest/design_papers_DATE.html)" + echo " --help Show this help message" + echo "" + echo "Examples:" + echo " ./find_design_papers.sh" + echo " ./find_design_papers.sh --keyword \"layout\" --days 14" + echo " ./find_design_papers.sh --analyze --interest \"UI/UX automation\"" +} + +# Show help if requested +if [[ "$1" == "--help" || "$1" == "-h" ]]; then + show_help + exit 0 +fi + +# Run the design papers finder with all arguments passed through +python -m src.design.find_design_papers "$@" + +# Show success message +if [ $? -eq 0 ]; then + echo "✓ Design papers finder completed successfully!" + echo " Open the HTML report in your browser to view results" +else + echo "✗ Design papers finder encountered an error" +fi diff --git a/src/design/get_design_papers.sh b/src/design/get_design_papers.sh index c9c42ab..af804ae 100755 --- a/src/design/get_design_papers.sh +++ b/src/design/get_design_papers.sh @@ -1,10 +1,17 @@ #!/bin/bash -# Simple script to run the design papers crawler +# Legacy wrapper script for design papers finder - maintained for backward compatibility +# For new scripts, use find_design_papers.sh instead + +# Show deprecation warning +echo "⚠️ Warning: get_design_papers.sh is deprecated and will be removed in a future version" +echo "⚠️ Please use find_design_papers.sh instead, which has more features and better output" +echo "" # Default values DAYS=7 OUTPUT="design_papers.json" -EMAIL="" +KEYWORD="" +ANALYZE="" # Parse command-line arguments while [[ $# -gt 0 ]]; do @@ -17,8 +24,17 @@ while [[ $# -gt 0 ]]; do OUTPUT="$2" shift 2 ;; + --keyword) + KEYWORD="$2" + shift 2 + ;; + --analyze) + ANALYZE="--analyze" + shift + ;; --email) - EMAIL="$2" + # Ignore email parameter - email functionality is removed + echo "Note: Email functionality has been removed. HTML report will be generated locally only." shift 2 ;; *) @@ -28,98 +44,23 @@ while [[ $# -gt 0 ]]; do esac done -# Run the crawler +# Run the crawler using the new script echo "Searching for design papers from the last $DAYS days..." -python src/design/find_design_papers.py --days "$DAYS" --output "./data/$OUTPUT" --html "./digest/${OUTPUT%.json}.html" - -# If email is provided, send the results -if [ -n "$EMAIL" ]; then - echo "Sending results to $EMAIL..." - - # Check if the file exists - if [ -f "./data/$OUTPUT" ]; then - # Convert JSON to HTML - HTML_OUTPUT="./digest/${OUTPUT%.json}.html" - python -c " -import json -import sys - -# Read JSON file -with open('./data/$OUTPUT', 'r') as f: - papers = json.load(f) -# Create HTML -html = ''' - - - - - Design Automation Papers - - - -

Design Automation Papers

-

Found ${len(papers)} papers related to graphic design automation with AI/ML

-''' +# Build the command +CMD="./src/design/find_design_papers.sh --days $DAYS --output ./data/$OUTPUT --html ./digest/${OUTPUT%.json}.html" -# Add papers -for paper in papers: - html += f''' -
- -
{paper.get("authors", "Unknown authors")}
-
Category: {paper.get("design_category", "General")} | Subject: {paper.get("subjects", "N/A")}
-
Techniques: {', '.join(paper.get("design_techniques", ["None identified"]))}
-
Evaluation metrics: {', '.join(paper.get("design_metrics", ["None identified"]))}
-
Abstract: {paper.get("abstract", "No abstract available")}
-
- ''' - -html += ''' - - -''' - -# Ensure directory exists -import os -os.makedirs(os.path.dirname('$HTML_OUTPUT'), exist_ok=True) - -# Write HTML file -with open('$HTML_OUTPUT', 'w') as f: - f.write(html) +# Add keyword if specified +if [ -n "$KEYWORD" ]; then + CMD="$CMD --keyword \"$KEYWORD\"" +fi -print(f'Created HTML report at {sys.argv[1]}') - " "$HTML_OUTPUT" - - # Send email (requires sendmail) - if command -v sendmail &> /dev/null; then - ( - echo "To: $EMAIL" - echo "From: design-papers@arxivdigest.local" - echo "Subject: Design Automation Papers Report" - echo "Content-Type: text/html" - echo "" - cat "$HTML_OUTPUT" - ) | sendmail -t - echo "Email sent to $EMAIL" - else - echo "Error: sendmail not found. Cannot send email." - echo "You can view the HTML report at $HTML_OUTPUT" - fi - else - echo "Error: Output file $OUTPUT not found." - fi +# Add analyze if specified +if [ -n "$ANALYZE" ]; then + CMD="$CMD --analyze" fi -echo "Done!" \ No newline at end of file +# Execute the command +eval $CMD + +echo "Done! View your results in ./digest/${OUTPUT%.json}.html" \ No newline at end of file diff --git a/src/model_manager.py b/src/model_manager.py index b690f32..9f60d3e 100644 --- a/src/model_manager.py +++ b/src/model_manager.py @@ -145,7 +145,7 @@ def analyze_papers( default_models = { ModelProvider.OPENAI: "gpt-3.5-turbo-16k", ModelProvider.GEMINI: "gemini-1.5-flash", - ModelProvider.ANTHROPIC: "claude-3-opus-20240229" + ModelProvider.ANTHROPIC: "claude-3.5-sonnet-20240620" } # Use default models if not specified @@ -195,8 +195,20 @@ def analyze_papers( # Add Anthropic/Claude analysis if available if ModelProvider.ANTHROPIC in providers and self.is_provider_available(ModelProvider.ANTHROPIC): - # TODO: Implement Anthropic/Claude analysis - pass + # Import locally to avoid circular imports + from anthropic_utils import analyze_papers_with_claude + + try: + if not analyzed_papers: # If previous analyses failed or were not used + analyzed_papers = papers + + analyzed_papers = analyze_papers_with_claude( + analyzed_papers, + query=query, + model_name=model_names[ModelProvider.ANTHROPIC] + ) + except Exception as e: + logger.error(f"Error analyzing papers with Claude: {e}") return analyzed_papers, hallucination @@ -235,9 +247,9 @@ def get_mechanistic_interpretability_analysis( if not model_name: # Use more powerful models for specialized analysis default_models = { - ModelProvider.OPENAI: "gpt-4", + ModelProvider.OPENAI: "gpt-4o", ModelProvider.GEMINI: "gemini-2.0-flash", - ModelProvider.ANTHROPIC: "claude-3-opus-20240229" + ModelProvider.ANTHROPIC: "claude-3.5-sonnet-20240620" } model_name = default_models.get(provider) @@ -359,9 +371,9 @@ def analyze_design_automation( if not model_name: # Use appropriate models for design analysis default_models = { - ModelProvider.OPENAI: "gpt-4", + ModelProvider.OPENAI: "gpt-4o", ModelProvider.GEMINI: "gemini-2.0-flash", - ModelProvider.ANTHROPIC: "claude-3-sonnet-20240229" + ModelProvider.ANTHROPIC: "claude-3.5-sonnet-20240620" } model_name = default_models.get(provider) From 45dd62df3b594577350ad657e4219313384a7dfc Mon Sep 17 00:00:00 2001 From: linhkid Date: Mon, 7 Apr 2025 09:54:47 +0700 Subject: [PATCH 24/28] edit README --- README.md | 4 ++- readme_images/UIarxiv.png | Bin 0 -> 343613 bytes readme_images/main_banner.png | Bin 0 -> 242295 bytes src/app_new.py | 50 ++++++++++++++++++++++++++++++++-- 4 files changed, 50 insertions(+), 4 deletions(-) create mode 100644 readme_images/UIarxiv.png create mode 100644 readme_images/main_banner.png diff --git a/README.md b/README.md index 19c4c5b..48ce8e9 100644 --- a/README.md +++ b/README.md @@ -1,4 +1,4 @@ -

+

# ArXiv Digest (Enhanced Edition) @@ -38,6 +38,8 @@ This repository provides an enhanced daily digest for newly published arXiv pape - **Standardized Directory Structure**: Organized codebase with `/src`, `/data`, and `/digest` directories - **Improved Web UI**: Clean Gradio interface with dynamic topic selection and error handling +![](./readme_images/UIarxiv.png) + ## 🚀 Quick Start Try it out on [Hugging Face](https://huggingface.co/spaces/linhkid91/ArxivDigest-extra) using your own API keys. diff --git a/readme_images/UIarxiv.png b/readme_images/UIarxiv.png new file mode 100644 index 0000000000000000000000000000000000000000..9a6b793cce2f4117700eb10ad6bee0214dc14b76 GIT binary patch literal 343613 zcmeFZcQl;s+BYl`l1N0FUL#dR35MvT5M_)mI?-a7A$k`i+=&*w8;LSH(MJzAq70%l zYLwA?AH#RL_kP~zUf=tCD|>%`z3W|D){@KBuj4Goar}$xBrz35nZ15|VfCNk|UC zu6Oe!B#yi!B#TBQBqFgSB(%1Pl`3N3fU?;uIddqK}kEbq4$+39uwN z_t!QF3AhvZIh%6kzmKMn{@2lqX(?y_Yx{!t>50P~ua!wiNChm_Upc&jDvFrcAh?Z9 zZC;ykyC7^&PaqL<5doVBGY4Zf7lbv^Uc^P5{jW1b!1n2G9(K0BPI0gjXMY7%W_xC1 zXT~PT&CAWpETSw;{s=J*}Ebgj9s{p_P76WlmEKUb2EDrJ4;&!OB*EH>3xk~+c-Liv$LN*=zsnE z<2}t>EdTpSNc(?&7WhD((<3~Oxp{g1r^_5H&Hq0xJ3aD`%l`VVe>_g?^kyQ;mM&)2 z+RrT!W=MPRY7+eXLcC&sJ?DQr^xtp#k4vA~SligC*&3UeNj(1NC4bxX|33S#2fh05 z2k{9!5&rvw{&whZm!7`42+YpX3>fv)bf-`H-}e3Ud@-I=yZ+72|7gU&_JUTFpb+Ev zUp+#Cf}HIWHwlRpiQIE(b(b^CV;7I8drw+6ZroBYW0kb}v|L2IS!8Bdl-{KD;?|w0 z=S5NJ8d)#X|M>dV`ipYW8ewxQ=E2tsk{^ruy~puO9eW+4?sXIH_;KBd!`ja24dS?V zSBIFzT*qi!mpHnuh>iX_=>@iTB>(a+SBl(d{82~9zkUU{{X1$lw&1g8&YZg{Me;BH zN?{{Cmqz_QOz~g81l;<<%W1lQ`4OkD^574WGnQn=cW(R}uSRl)wC4%=zx7@e>{3!X z(sZro{>88V%S!Lw355JR=acyOUby;M^QsJ=^uKE5)AK;nnEX5EOZ}&5r2f-1|5uF~ zb*`7(rbP|sqPg|qUdIP`+XINzfIv<`t=mvRh@sa(Q|`BBh76rjc-Rzm7Cuz+n78iu zFh@VVUsD>R!eaZMk#3pdICXY)QjoU|nMP@&a4o<|Xy_MT-HfUIL8Pg|#Z$a&1a% zhWy@jT3M=1x#03)uGp;K&LKYX59)EtQ66X*>Ns)OrtWM*-EcAfd08e5<(1(@^u)5b zAGHLrO5WnjXW!Xg9TOV$HwhKbXV265<>>nB<9%!`Vbz8~V5rMsX+Zp~M8_W_q|~xT zFQPRlK8X;Pqs>oX zwv&hq*DZ6I(kk_mv=pCDk*3Z#gkOV(jyI7~u_c7L!E5lFY3p_ScCH$1Pr5fw+Hq-s zl2oR%Xsmop@Ja5@%9nt9@mrl%h{e9FX>+c5wC{w0=T3j5SdONCqcvuhW|wIco|D&6 zhC`ZUYhss5VA{=XPuSFkOGn^22~Z(od6s@v8CM-RE~;BK*;WypYyb9~rl~f>q8W1r+o_njRlVW7u+p?Q1D~s|_w$ zAct)0QksiB8@wD96Q8t-t=CuB4h0MCUZ`5?%RT8(_(&I%)6f^6lb>_VjP5k9A9FN!^(!4hth*<_KVv6m zCn1Llr>1!OvmJZn?)wvyL>xC4qUw(hwt_>1h@R`xmci=B(aV)f+;iDEl_T{-#hoI(CCITJ zR;V)rFh}2ZX|Z7#WHMcw_?60S`)3Ou_w;Ox;m32SW{ID#{k}gavK27&9926F8N2tE zE>W8g7nzw)HGG&`DyS2rl05n&PI${+bQo;C$*(&m=Qn<8iBLU0a-fx!f}l*ZiD^$1 z^c?LpR$kptcJXzc36oussX3U_ohuzQ5F#x1*6-%TDMAwPJ+m>+d|m|yYDII>V zFCBCe%2t6S3xvG?Z9sYF+Jje8@$pR~Hg%r2m%6hx6zq==X#IV7vv+2}t1ID{qT^)~ zAy(0O!6p$7qG=&&$NFWUn9#cF5*HGM9>_?QtAu5HR4Y=1Zcoy?5tPs`U zi|@8@k&OhK+Q$jjMIVQ~2rC`rjMi5}V1r*q3e-*7Mllny*%~?VT;-z;`MvO*^a6Ec zYxvzc;0a2!^NKr1oLF`q>6HAa-Ww;(l}~sTpOM$KsVQxZ4A7+_Yx3A=qWwM*Qx>NN zq0L;$QceGqaAyg|<-O2j=5$y(m~TGt$|Ts@a?Esy=!(Z-`JjP&{4*-?JIh)D-ij5o4~({A3~4^}Vy31@3QVRN z3>#_}`vQ?{sAgq*|Cpiv$Gi!3fA!7LSE6>Es;{7_xM&O*f zf?086iVHX!JehPYKNcoQG!-0onKn9H@r&Q<5yHi0<@QM&uQyU5c+*34XK%nBdY3>S z?v-$jejXmAj-!E1X*>*4^V;MyvJvCY4Ez5#5M1eOKp|f zyCbR7ie|2rY|1N~uKOHg2Wx9;P+d*T=OxIa-s8UYP>I6_7x++CeQ9Z=h(SGjsJF)L zv4?>c%(sz()p1Py!=bBxufdz}vC1{Ez>>&z<`vNbp<6`^*)&Ijs|FtSI4Qg?Vwi9Y6B+Cue!qkhY`U9+)D zN5AQGr#1=I@jJiESYGXrZ3dD)Y>_Q}k>ol@Z!8sm4<)pQdnpx9%2(-F)m#lc0SCr$ z*(J^rw_E*Vo$M0LIfz%(x#I^{r_*B$c%3K2N60C%1Rtc^cM9Y5TxY2TE1+kdGqA$4 zsk0Pf+Ofw3p`cI-_*-}03#0UO=RO|M(U*gWi2T3_dQq(Bd5!xX#H3~11`TF|CF@$y z^E^#)kj>A}7|43Z!>?PTV=&oKa!@I+!-bP!k0WnNhCZPhx3TNhLlb?hdPwJpdr-vH zlzY|#xmgRtTmH7m?c7VI$?iy*Ayk&hWW6p{MV6U9q|*_Fp)XylbinYL8G?PaG>vSdmDS*EuY!>z3>%ZsJ; 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Date: Mon, 7 Apr 2025 09:56:37 +0700 Subject: [PATCH 25/28] edit README --- README.md | 3 +-- readme_images/example_report.png | Bin 0 -> 1678589 bytes 2 files changed, 1 insertion(+), 2 deletions(-) create mode 100644 readme_images/example_report.png diff --git a/README.md b/README.md index 48ce8e9..72adbc6 100644 --- a/README.md +++ b/README.md @@ -92,8 +92,7 @@ Every HTML report includes: Example HTML report: -

- +![](/readme_images/example_report.png) ## 💡 Setting Up and Usage ### Configuration diff --git a/readme_images/example_report.png b/readme_images/example_report.png new file mode 100644 index 0000000000000000000000000000000000000000..ea2163e8ef93ccd8a91b8ed3ea35bb2e6a5773bf GIT binary patch literal 1678589 zcmeFZWmH_jwk}E%BtURUf`>qGhaimxcXtbJ!D(EAB}jna?levlTpHH|4bo{`0}V9p z&h6}T&pz+nF>?2L=ieJ+H*1Wpu2rjQRn@GjIluW$BGpu6aj?j+P*6~CB$OpkP-^0^Z_UtFNd*$xHuA88a6 zWKGD=le|a&bvN(vf8NC`$$Rpj=@Oc_p{J}QWZ~?{Zf5ChZpH5H z=<=rkimp4=|9;Vv^4)H;^81dtEa3+BkAmBMe~-O zlbw@R6pMz2M%c~LT1Z1m=6^qq{3Swb>*3)d#KGa^<;CvB!|v>6!@(seD9FLd&B4vh zhAhG6?&IWP=FR5h{`x;E`OkW!tlTZ!>|8wToSkU?)N5w$4D=A8rTx>;KR^HRo*s7A z|J9O{`~U71vV$Cd?r?Cib8`H%ZseoFe{zLX-R!K8E&r)sluP&@CI4S}|GOPwjz5k6 zKVIfPdisxCWLHJ8ggO2>Y@%2%O;#~bP{dK>r6jbxAMIwNH4{T`22C|uB{al|N${oL zNfiOu1MKX!_X)oysI?{~Y)&pR(ST@ZjA<8{nC`~`oeyhE?Es#G-Ld^ezpIY%y7B$7 zEJ65)4a0>${6^+V7wwfe3hMvl>XLb^?pTSf9gOny{v8M0Gs3GY|D>O(W#;Xe)-_{FCbEpUi*MjmxiHg`Lz> 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zIiTPGUSWdgUj(4O3HFa4C71we^zk69sOa<`DH3jw{(2F9C(3V6zflcr$LMJ3i~srhKMVInw)a8X z-zubi1WJk|B=sMn2!nomx`JdU=$r0*8{yv`)c>DVeV-)k0Mz)1#v^`JNd?@Q1^m;B zRhbb=RUi;_z&5E^yfCuQc|EB83WD(V%rw~%arsGTRXls#Er6B`x%|0-sc`a6)v14$ z$*GIljJB%;1U(UVoXO>Bcl+V}_0&79vKOJUS19}!V*lf!2BEo2l(z$yLGFW>1G zhWY>}Cy4s=0{$_zcaIaLiw?46knE+^7~ZiHoO3RuSQ>!ju24>su_vCBfS&8nq$p62 z+jpZ*WM_hA2h$%tzzWJ*f`F4J4N9E>+|R%sQ7+1Y(EJq%NDCEC=40!vln3kml?R&y zQImpTC2W=g zHE?{AiB`e_6+YqzSXQBu*3dp9`9i(}?p=im>TB}4)!n1X2d$|y1Q@D>2z1Z^cbIlH zV5wrZ=0>D`+i`!il7F63!akpT$d>&TrB(Y)qhk1gB;@ZC`1@u3E&)pR;JXS@fDzwS f=>LEUEd<^ZF@zBxNIv@k_`7{e^XH Date: Mon, 7 Apr 2025 15:07:17 +0700 Subject: [PATCH 26/28] Update README.md --- README.md | 4 ++-- 1 file changed, 2 insertions(+), 2 deletions(-) diff --git a/README.md b/README.md index 72adbc6..dc356f1 100644 --- a/README.md +++ b/README.md @@ -192,7 +192,7 @@ The repository is organized as follows: - [x] Removed email functionality in favor of local HTML reports - [ ] Full PDF content analysis - [ ] Author-based ranking and filtering -- [ ] Fine-tuned open-source model support +- [ ] Fine-tuned open-source model support: Ollama, LocalAI... ## 💁 Contributing @@ -202,4 +202,4 @@ Valuable contributions include: - Additional AI model integrations - New analysis capabilities - UI improvements -- Prompt engineering enhancements \ No newline at end of file +- Prompt engineering enhancements From bddfee4c17e8b88e0b0337fd48abaca76ffd58b8 Mon Sep 17 00:00:00 2001 From: linhkid Date: Mon, 7 Apr 2025 16:12:40 +0700 Subject: [PATCH 27/28] edit threshold bug --- src/app_new.py | 24 +++++++++++++++--------- src/relevancy.py | 1 + 2 files changed, 16 insertions(+), 9 deletions(-) diff --git a/src/app_new.py b/src/app_new.py index 6e46730..29cde5d 100755 --- a/src/app_new.py +++ b/src/app_new.py @@ -288,11 +288,14 @@ def generate_html_report(papers, title="ArXiv Digest Results", topic=None, categ padding: 15px; border: 1px solid #eee; border-radius: 5px; - max-width: 250px; + max-width: 250px; + max-height: 80vh; /* Limit height to 80% of viewport height */ box-shadow: 0 2px 10px rgba(0,0,0,0.1); z-index: 100; transition: transform 0.3s ease; transform: translateX(85%); + overflow-y: auto; /* Enable vertical scrolling */ + overflow-x: hidden; /* Hide horizontal scrollbar */ }} .paper-navigation:hover {{ transform: translateX(0); @@ -304,6 +307,9 @@ def generate_html_report(papers, title="ArXiv Digest Results", topic=None, categ top: 15px; font-weight: bold; color: #2980b9; + background-color: white; /* Ensure text is visible */ + padding: 2px 5px; + z-index: 2; /* Keep above scrolling content */ }} .paper-navigation ul {{ list-style-type: none; padding: 0; margin: 20px 0 0 0; }} .paper-navigation li {{ margin: 5px 0; }} @@ -321,7 +327,7 @@ def generate_html_report(papers, title="ArXiv Digest Results", topic=None, categ

Generated on {datetime.datetime.now().strftime("%Y-%m-%d %H:%M:%S")}

Found {len(papers)} papers

Topics: {topic or "All"}

-

Threshold: {config.get("threshold", "Not specified")}

+

Threshold: {query.get("threshold", config.get("threshold", "Not specified"))}

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@@ -530,13 +536,13 @@ def format_field_content(content): return html_file def sample(email, topic, physics_topic, categories, interest, use_openai, use_gemini, use_anthropic, - openai_model, gemini_model, anthropic_model, special_analysis, custom_threshold, custom_batch_size, custom_batch_number, + openai_model, gemini_model, anthropic_model, special_analysis, threshold_from_ui, custom_batch_size, custom_batch_number, custom_prompt_batch_size, mechanistic_interpretability, technical_ai_safety, design_automation, design_reference_paper, design_techniques, design_categories): print(f"\n===== STARTING TWO-STAGE PAPER ANALYSIS =====") print(f"Topic: {topic}") print(f"Research interests: {interest[:100]}...") - print(f"Using threshold: {custom_threshold}") + print(f"Using threshold: {threshold_from_ui}") print(f"Stage 1 (Filtering): OpenAI {openai_model}") print(f"Stage 2 (Analysis): {'Gemini ' + gemini_model if use_gemini else 'OpenAI ' + openai_model}") print(f"UI Batch size: {custom_batch_size} papers") @@ -651,7 +657,7 @@ def sample(email, topic, physics_topic, categories, interest, use_openai, use_ge papers, query={"interest": interest}, model_name=openai_model, - threshold_score=int(custom_threshold), # Apply threshold immediately + threshold_score=int(threshold_from_ui), # Apply threshold from UI slider num_paper_in_prompt=int(custom_prompt_batch_size), # Use the user-specified prompt batch size stage2_model=gemini_model if use_gemini else "gpt-4-turbo" # Use Gemini for stage 2 if selected ) @@ -709,7 +715,7 @@ def sample(email, topic, physics_topic, categories, interest, use_openai, use_ge # Papers are already filtered by threshold during LLM response processing # This is now just a safety check to ensure we didn't miss any - threshold_value = int(custom_threshold) if custom_threshold is not None else config.get("threshold", 2) + threshold_value = int(threshold_from_ui) if threshold_from_ui is not None else config.get("threshold", 2) print(f"Using relevancy threshold: {threshold_value}") print(f"Papers before final threshold check: {len(relevancy)}") relevancy = filter_papers_by_threshold(relevancy, threshold_value) @@ -810,7 +816,7 @@ def sample(email, topic, physics_topic, categories, interest, use_openai, use_ge relevancy, title=f"ArXiv Digest: {topic} papers", topic=topic, - query={"interest": interest} + query={"interest": interest, "threshold": threshold_value} ) # Create summary texts for display @@ -834,7 +840,7 @@ def sample(email, topic, physics_topic, categories, interest, use_openai, use_ge relevancy, title=f"ArXiv Digest: {topic} papers", topic=topic, - query={"interest": interest} + query={"interest": interest, "threshold": threshold_value} ) # Create summary texts for display @@ -858,7 +864,7 @@ def sample(email, topic, physics_topic, categories, interest, use_openai, use_ge papers, title=f"ArXiv Digest: {topic} papers", topic=topic, - query={"interest": interest} + query={"interest": interest, "threshold": threshold_from_ui if "threshold_from_ui" in locals() else config.get("threshold", 2)} ) result_text = "\n\n".join(f"Title: {paper['title']}\nAuthors: {paper['authors']}" for paper in papers) return result_text + f"\n\nHTML report saved to: {html_file}" diff --git a/src/relevancy.py b/src/relevancy.py index 224ba38..fb2c69c 100644 --- a/src/relevancy.py +++ b/src/relevancy.py @@ -558,6 +558,7 @@ def generate_relevance_score( # If HTML version fails, use the abstract + more details paper["content"] = f"{paper.get('abstract', '')} {paper.get('title', '')}" print(f"⚠️ Failed to extract content, using abstract instead. Error: {content[:100]}...") + time.sleep(3) else: print(f"⚠️ Couldn't parse paper ID from URL: {main_page}") paper["content"] = paper.get("abstract", "No content available") From cb8e751549606befb3a6e826750261092f7ae379 Mon Sep 17 00:00:00 2001 From: linhkid Date: Mon, 7 Apr 2025 16:40:14 +0700 Subject: [PATCH 28/28] add scrollable sidebar for HTML --- src/app_new.py | 8 ++++++-- 1 file changed, 6 insertions(+), 2 deletions(-) diff --git a/src/app_new.py b/src/app_new.py index 29cde5d..08db449 100755 --- a/src/app_new.py +++ b/src/app_new.py @@ -311,8 +311,12 @@ def generate_html_report(papers, title="ArXiv Digest Results", topic=None, categ padding: 2px 5px; z-index: 2; /* Keep above scrolling content */ }} - .paper-navigation ul {{ list-style-type: none; padding: 0; margin: 20px 0 0 0; }} - .paper-navigation li {{ margin: 5px 0; }} + .paper-navigation ul {{ + list-style-type: none; + padding: 0 5px 0 0; /* Add padding for scrollbar */ + margin: 30px 0 0 0; /* Increased margin-top to make room for the "Papers ◄" label */ + }} + .paper-navigation li {{ margin: 8px 0; }} .paper-navigation a {{ text-decoration: none; }} @media print {{