From c5297ae66d33ace341bbf077e182f31836137dec Mon Sep 17 00:00:00 2001 From: jayeshbhole7 Date: Thu, 18 Jul 2024 12:39:49 +0530 Subject: [PATCH 1/2] broke --- .gitattributes | 2 + .gitignore | 6 + Report_Generator.py | 286 ++++++++++ db/new index/desc.json | 1 + db/new index/index.faiss | Bin 0 -> 258093 bytes db/new index/index.pkl | Bin 0 -> 123465 bytes db/table.csv | 1056 +++++++++++++++++++++++++++++++++++++ image/chatbot.png | Bin 0 -> 66705 bytes image/generate_report.png | Bin 0 -> 90757 bytes image/report.png | Bin 0 -> 121931 bytes image/upload_files.png | Bin 0 -> 73651 bytes packages.txt | 1 + pages/Chatbot.py | 141 +++++ pages/Upload_Files.py | 185 +++++++ requirements.txt | Bin 0 -> 6712 bytes 15 files changed, 1678 insertions(+) create mode 100644 .gitattributes create mode 100644 .gitignore create mode 100644 Report_Generator.py create mode 100644 db/new index/desc.json create mode 100644 db/new index/index.faiss create mode 100644 db/new index/index.pkl create mode 100644 db/table.csv create mode 100644 image/chatbot.png create mode 100644 image/generate_report.png create mode 100644 image/report.png create mode 100644 image/upload_files.png create mode 100644 packages.txt create mode 100644 pages/Chatbot.py create mode 100644 pages/Upload_Files.py create mode 100644 requirements.txt diff --git a/.gitattributes b/.gitattributes new file mode 100644 index 0000000..dfe0770 --- /dev/null +++ b/.gitattributes @@ -0,0 +1,2 @@ +# Auto detect text files and perform LF normalization +* text=auto diff --git a/.gitignore b/.gitignore new file mode 100644 index 0000000..928be88 --- /dev/null +++ b/.gitignore @@ -0,0 +1,6 @@ +.env +myenv/ +.venv/ +*.pyc +.vscode/settings.json +tempCodeRunnerFile.py diff --git a/Report_Generator.py b/Report_Generator.py new file mode 100644 index 0000000..33bf31b --- /dev/null +++ b/Report_Generator.py @@ -0,0 +1,286 @@ +# from langchain_community.chat_models import ChatCohere +from langchain_cohere import ChatCohere +from langchain_openai import ChatOpenAI +from langchain.chains import RetrievalQA +from langchain_community.vectorstores import FAISS +from langchain_cohere import CohereEmbeddings +from langchain_community.document_loaders.csv_loader import CSVLoader +import json +import PyPDF2 +import streamlit as st +import os +from dotenv import load_dotenv +import base64 +import pandas as pd +from io import StringIO +import re +# import wget +import tarfile +# os.environ['JAVA_HOME'] = './jdk' + + +# if "JAVA_HOME" not in os.environ: +# java_url = "https://download.java.net/java/GA/jdk11/9/GPL/openjdk-11.0.2_linux-x64_bin.tar.gz" +# java_tar_gz = wget.download(java_url) +# # st.write("Extracting Java 11...") +# with tarfile.open(java_tar_gz, "r:gz") as tar: +# tar.extractall() +# java_dir = os.path.basename(java_url).split(".tar.gz")[0] +# java_home = os.path.abspath(java_dir) +# os.environ["JAVA_HOME"] = java_home +# os.environ["PATH"] += os.pathsep + os.path.join(java_home, "bin") + + + + + +st.set_page_config("Report Funds","🤖") + +load_dotenv() + +# API Keys +# OPENAI_API_KEY = os.getenv('OPENAI_API_KEY') +COHERE_API_KEY = os.getenv('COHERE_API_KEY') + + + + + + +#Retrieve Schemes from CSV +def schemeRetrieve(path): + df=pd.read_csv(path) + df.columns=df.iloc[0].values + df=df.drop(df.index[0]) + mf_scheme_list=["All Schemes"] + for i in df['Scheme Name'].values: + if "Schemes" in str(i): + if str(i) not in mf_scheme_list: + mf_scheme_list.append(str(i)) + return mf_scheme_list + +def field_retrieve(path): + df=pd.read_csv(path) + df.columns=df.iloc[0].values + df=df.drop(df.index[0]) + l=df.columns[2:].values + ll=[] + for i in l: + newl=i.replace("\r"," ") + newl=newl.replace("segregat ed","segregated") + if "as" in newl: + pos=newl.find("as") + if "for" in newl: + pos=newl.find("for") + newl=newl[0:pos-1] + ll.append(newl) + ll.append("Net Inflow or Outflow") + ll.append("Net Asset under Management per Scheme") + ll.append("Net Inflow or Outflow per Scheme") + + return ll + + + +# Using Cohere's embed-english-v3.0 embedding model +embeddings = CohereEmbeddings(cohere_api_key=COHERE_API_KEY, model="embed-english-v3.0") + + +# For OpenAI's gpt-3.5-turbo llm +# llm = ChatOpenAI(temperature=0, model="gpt-3.5-turbo", openai_api_key=OPENAI_API_KEY) + +# For Cohere's command-r llm +llm = ChatCohere(temperature=1, cohere_api_key=COHERE_API_KEY, model="command-r") + + +# For reading PDFs and returning text string +def read_pdf(files): + file_content=''' Net Inflow or Outflow: Calculated as taking the difference of `Funds Mobilized for the month` and `Repurchase/Redemption for the month` field. + + Net Asset under Management per Scheme: Determined by dividing the `Net Assets Under Management` by the `No. of Schemes`. + + Net Inflow or Outflow per Scheme: This is the ratio of `Net Inflow or Outflow` to the `No. of Schemes`. + ''' + for file in files: + # Create a PDF file reader object + pdf_reader = PyPDF2.PdfReader(file) + # Get the total number of pages in the PDF + num_pages = len(pdf_reader.pages) + # Iterate through each page and extract text + for page_num in range(num_pages): + # Get the page object + page = pdf_reader.pages[page_num] + file_content += page.extract_text() + return file_content + + +#Download CSV +def download_df(content, filename='data.csv'): + df = pd.read_csv(StringIO(content), sep="|", skipinitialspace=True) + + # Remove leading and trailing whitespaces from column names + df.columns = df.columns.str.strip() + df.drop(df.columns[df.columns.str.contains('Unnamed', case=False)], axis=1, inplace=True) + # csv_bytes = content.encode() # Convert string to bytes + csv = df.to_csv(index=False) + b64 = base64.b64encode(csv.encode()).decode() # Encode bytes to base64 + href = f'Download CSV File' + return href + + +#-----------------------------------------------------------# +#------------------------💬 CHATBOT -----------------------# +#----------------------------------------------------------# +def chatbot(): + st.subheader("Generate your Desired Mutual Fund Report") + st.markdown("
", unsafe_allow_html=True) + btn=st.button("Generate", type="primary") + # Check if it is empty + if st.session_state.book_docsearch: + # prompt = st.chat_input("Say something") + prompt="give the data of "+", ".join(st.session_state.selected_field) + + # Write previous converstions + for i in st.session_state.conversation: + user_msg = st.chat_message("human", avatar="🐒") + user_msg.write(i[0]) + computer_msg = st.chat_message("ai", avatar="🧠") + computer_msg.write(i[1]) + + if btn and prompt: + exprompt=prompt #to store the previous prompt + exprompt="For the "+", ".join(st.session_state.selected_scheme)+", "+exprompt + exprompt+=" . Give the result in tabular format." #want to show data in tabular form + # promptcsv=prompt+" in csv format" #for downloading csv version + user_text = f'''Scheme: {", ".join(st.session_state.selected_scheme)}, Field: {", ".join(st.session_state.selected_field)}''' + user_msg = st.chat_message("human", avatar="🐒") + user_msg.write(user_text) + + with st.spinner("Getting Answer..."): + # No of chunks the search should retrieve from the db + chunks_to_retrieve = 5 + retriever = st.session_state.book_docsearch.as_retriever(search_type="similarity", search_kwargs={"k":chunks_to_retrieve}) + + ## RetrievalQA Chain ## + qa = RetrievalQA.from_llm(llm=llm, retriever=retriever, verbose=True) + answer = qa({"query": exprompt})["result"] + # answercsv = qa({"query": promptcsv})["result"] #for generating csv file + + computer_text = f'''{answer}''' + # print(answer) + computer_msg = st.chat_message("ai", avatar="🧠") + computer_msg.write(computer_text) + + #Download Data + st.markdown(download_df(answer), unsafe_allow_html=True) + + # Showing chunks with score + doc_score = st.session_state.book_docsearch.similarity_search_with_score(prompt, k=chunks_to_retrieve) + with st.popover("See chunks..."): + st.write(doc_score) + # Adding current conversation to the list. + st.session_state.conversation.append((user_text, answer)) + else: + st.warning("Please upload a file") + + + +# For initialization of session variables +def initial(flag=False): + path="db" + if 'existing_indices' not in st.session_state or flag: + st.session_state.existing_indices = [name for name in os.listdir(path) if os.path.isdir(os.path.join(path, name))] + if ('selected_option' not in st.session_state) or flag: + try: + st.session_state.selected_option = st.session_state.existing_indices[0] + except: + st.session_state.selected_option = None + + if 'conversation' not in st.session_state: + st.session_state.conversation = [] + if 'book_docsearch' not in st.session_state: + st.session_state.book_docsearch = None + + + if 'mf_schemes' not in st.session_state or flag: + try: + st.session_state.mf_schemes=schemeRetrieve(f"./{path}/table.csv") + except: + st.session_state.mf_schemes=None + + if ('selected_scheme' not in st.session_state) or flag: + try: + st.session_state.selected_scheme = st.session_state.mf_schemes[0] + except: + st.session_state.selected_scheme = None + + if 'mf_field' not in st.session_state or flag: + try: + st.session_state.mf_field=field_retrieve(f"./{path}/table.csv") + except: + st.session_state.mf_field=None + + if ('selected_field' not in st.session_state) or flag: + try: + st.session_state.selected_field = st.session_state.mf_schemes[0] + except: + st.session_state.selected_field = None + + +def main(): + initial(True) + # Streamlit UI + st.title("💰 Mutual Fund Report Generator") + + # For showing the index selector + file_list=[] + for index in st.session_state.existing_indices: + with open(f"db/{index}/desc.json", "r") as openfile: + description = json.load(openfile) + file_list.append(",".join(description["file_names"])) + + + + with st.popover("Select Index", help="👉 Select the datastore from which data will be retrieved"): + st.session_state.selected_option = st.radio("Select a Document...", st.session_state.existing_indices, captions=file_list, index=0) + + st.write(f"*Selected Index* : **:orange[{st.session_state.selected_option}]**") + + if 'existing_indices' in st.session_state: + + st.session_state.mf_schemes=schemeRetrieve(f"./db/table.csv") + + with st.popover("Select Scheme", help="👉 Select the Mutual Fund Scheme"): + + radio_scheme = st.multiselect("Select a Scheme...", st.session_state.mf_schemes) + # if radio_scheme == "Other (Add Manually)...": + # radio_scheme = st.text_input("Write the name of the Schemes with comma") + st.session_state.selected_scheme = radio_scheme + # st.write(f"You have selected: {st.session_state.selected_scheme}") + temp_scheme=", ".join(st.session_state.selected_scheme) + st.write(f"*Selected Scheme* : **:green[{temp_scheme}]**") + + with st.popover("Select Field", help="👉 Select the Field"): + + radio_field = st.multiselect("Select a Scheme...", st.session_state.mf_field) + st.session_state.selected_field = radio_field + temp_field=", ".join(st.session_state.selected_field) + st.write(f"*Selected Scheme* : **:green[{temp_field}]**") + + + # Load the selected index from local storage + if st.session_state.selected_option: + st.session_state.book_docsearch = FAISS.load_local(f"db/{st.session_state.selected_option}", embeddings, allow_dangerous_deserialization=True) + # Call the chatbot function + chatbot() + else: + st.warning("⚠️ No index present. 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", unsafe_allow_html=True) + # Check if it is empty + if st.session_state.book_docsearch: + prompt = st.chat_input("Say something") + + # Write previous converstions + for i in st.session_state.conversation_chatbot: + user_msg = st.chat_message("human", avatar="🐒") + user_msg.write(i[0]) + computer_msg = st.chat_message("ai", avatar="🧠") + computer_msg.write(i[1]) + + if prompt: + user_text = f'''{prompt}''' + user_msg = st.chat_message("human", avatar="🐒") + user_msg.write(user_text) + + with st.spinner("Getting Answer..."): + # No of chunks the search should retrieve from the db + chunks_to_retrieve = 5 + retriever = st.session_state.book_docsearch.as_retriever(search_type="similarity", search_kwargs={"k":chunks_to_retrieve}) + + ## RetrievalQA Chain ## + qa = RetrievalQA.from_llm(llm=llm, retriever=retriever, verbose=True) + answer = qa({"query": prompt})["result"] + computer_text = f'''{answer}''' + computer_msg = st.chat_message("ai", avatar="🧠") + computer_msg.write(computer_text) + + # Showing chunks with score + doc_score = st.session_state.book_docsearch.similarity_search_with_score(prompt, k=chunks_to_retrieve) + with st.popover("See chunks..."): + st.write(doc_score) + # Adding current conversation_chatbot to the list. + st.session_state.conversation_chatbot.append((prompt, answer)) + else: + st.warning("Please upload a file") + + + +# For initialization of session variables +def initial(flag=False): + path="db" + if 'existing_indices' not in st.session_state or flag: + st.session_state.existing_indices = [name for name in os.listdir(path) if os.path.isdir(os.path.join(path, name))] + if ('selected_option' not in st.session_state) or flag: + try: + st.session_state.selected_option = st.session_state.existing_indices[0] + except: + st.session_state.selected_option = None + + if 'conversation_chatbot' not in st.session_state: + st.session_state.conversation_chatbot = [] + if 'book_docsearch' not in st.session_state: + st.session_state.book_docsearch = None + + +def main(): + initial(True) + # Streamlit UI + st.title("💰 Mutual Fund Chatbot") + + # For showing the index selector + file_list=[] + for index in st.session_state.existing_indices: + with open(f"db/{index}/desc.json", "r") as openfile: + description = json.load(openfile) + file_list.append(",".join(description["file_names"])) + + with st.popover("Select index", help="👉 Select the datastore from which data will be retrieved"): + st.session_state.selected_option = st.radio("Select a Document...", st.session_state.existing_indices, captions=file_list, index=0) + + st.write(f"*Selected index* : **:orange[{st.session_state.selected_option}]**") + + # Load the selected index from local storage + if st.session_state.selected_option: + st.session_state.book_docsearch = FAISS.load_local(f"db/{st.session_state.selected_option}", embeddings, allow_dangerous_deserialization=True) + # Call the chatbot function + chatbot() + else: + st.warning("⚠️ No index present. Please add a new index.") + # st.page_link("pages/Upload_Files.py", label="Upload Files", icon="⬆️") + + + + + +main() \ No newline at end of file diff --git a/pages/Upload_Files.py b/pages/Upload_Files.py new file mode 100644 index 0000000..d277aaf --- /dev/null +++ b/pages/Upload_Files.py @@ -0,0 +1,185 @@ +import os +import time +import json +import shutil +from dotenv import load_dotenv +from langchain_community.vectorstores import FAISS +from langchain_openai import ChatOpenAI +import PyPDF2 +import streamlit as st +from langchain_text_splitters import RecursiveCharacterTextSplitter +from langchain_core.documents import Document +from langchain_cohere import CohereEmbeddings +# import tabula +# import camelot as cm +# os.environ['JAVA_HOME'] = './jdk' + + + +st.set_page_config("Upload Files", "📤") + +load_dotenv() +OPENAI_API_KEY = os.getenv('OPENAI_API_KEY') +COHERE_API_KEY = os.getenv('COHERE_API_KEY') + +embeddings = CohereEmbeddings(cohere_api_key=COHERE_API_KEY, model="embed-english-v3.0") + + +def read_pdf(files): + # df="" + # for file in files: + # temp=tabula.read_pdf(file, pages="all", multiple_tables=True) + # for t in temp: + # df+=(', '.join(map(str, t.values.tolist()))) + # return df + + file_content="" + for file in files: + # Create a PDF file reader object + pdf_reader = PyPDF2.PdfReader(file) + # Get the total number of pages in the PDF + num_pages = len(pdf_reader.pages) + # Iterate through each page and extract text + for page_num in range(num_pages): + # Get the page object + page = pdf_reader.pages[page_num] + file_content += page.extract_text() + return file_content + +def store_index(uploaded_file, index_option, file_names): + # If index exists + if os.path.exists(f"db/{index_option}/index.faiss"): + st.toast(f"Storing in **existing index** :green[**{index_option}**]...", icon = "🗂️") + # Opening JSON file + with open(f'db/{index_option}/desc.json', 'r') as openfile: + description = json.load(openfile) + description["file_names"] = file_names + description["file_names"] + + with st.spinner("Processing..."): + #Read the pdf file + file_content = read_pdf(uploaded_file) + #Create document chunks + book_documents = recursive_text_splitter.create_documents([file_content]) + # Limit the no of characters + book_documents = [Document(page_content = text.page_content.replace("\n", " ").replace(".", "").replace("-", "")) for text in book_documents] + docsearch = FAISS.from_documents(book_documents, embeddings) + old_docsearch = FAISS.load_local(f"db/{index_option}", embeddings, allow_dangerous_deserialization=True) + docsearch.merge_from(old_docsearch) + docsearch.save_local(f"db/{index_option}") + # Write the json file + with open(f"db/{index_option}/desc.json", "w") as outfile: + json.dump(description, outfile) + + # If index does not exist + else: + st.toast(f"Storing in **new index** :green[**{index_option}**]...", icon="🗂️") + + with st.spinner("Processing..."): + #Read the pdf file + file_content = read_pdf(uploaded_file) + #Create document chunks + book_documents = recursive_text_splitter.create_documents([file_content]) + # Limit the no of characters, remove \n + book_documents = [Document(page_content = text.page_content.replace("\n", " ").replace(".", "").replace("-", "")) for text in book_documents] + docsearch = FAISS.from_documents(book_documents, embeddings) + + docsearch.save_local(f"db/{index_option}") + # Read json file + with open(f'db/{index_option}/desc.json', 'r') as openfile: + description = json.load(openfile) + description["file_names"] = file_names + description["file_names"] + # Write the json file + with open(f"db/{index_option}/desc.json", "w") as outfile: + json.dump(description, outfile) + + st.success(f"Successfully added to **{description['name']}**!") + + +recursive_text_splitter = RecursiveCharacterTextSplitter( + chunk_size=2000, + chunk_overlap=20) + +def initial(flag=False): + path="db" + if 'existing_indices' not in st.session_state or flag: + st.session_state.existing_indices = [name for name in os.listdir(path) if os.path.isdir(os.path.join(path, name))] + +def main(): + + initial() + + st.title("📤 Upload new files") + uploaded_file = st.file_uploader(" Upload PDF", type="pdf", accept_multiple_files=True, help="Upload PDF files to store") + + if uploaded_file: + # Get the uploaded file names + file_names = [file_name.name for file_name in uploaded_file] + # Select the index in which to store + st.subheader("Select Index") + st.caption("Create and select a new index or use an existing one") + # Create new index + with st.popover("➕ Create new index"): + form = st.form("new_index") + index_name = form.text_input("Enter Index Name*") + about = form.text_area("Enter description for Index") + submitted = form.form_submit_button("Submit", type="primary") + if submitted: + os.makedirs(f"db/{index_name}") + + description = { + "name": index_name, + "about": about, + "file_names": [] + } + + with open(f"db/{index_name}/desc.json", "w") as f: + json.dump(description, f) + st.session_state.existing_indices = [index_name] + st.session_state.existing_indices + st.success(f"New Index **{index_name}** created successfully") + + + # tabula.convert_into(uploaded_file[0], f"db/{index_name}/table.csv",pages='all', output_format='csv') + # tables=cm.read_pdf(uploaded_file[0],pages='1',orient="records") + # Existing indices + index_option = st.selectbox('Add to existing Indices', st.session_state.existing_indices) + st.write(index_option) + + + if st.button("Store", type="primary"): + # Store index in local storage + store_index(uploaded_file, index_option, file_names) + + + st.title("\n\n\n") + + # Show already stored indices + st.subheader("💽 Stored Indices", help="💽 See all the indices you have previously stored.") + with st.expander("🗂️ See existing indices"): + st.divider() + if len(st.session_state.existing_indices) == 0: + st.warning("No existing indices. Please upload a pdf to start.") + for index in st.session_state.existing_indices: + if os.path.exists(f"db/{index}/desc.json"): + col1, col2 = st.columns([6,1], gap="large") + with col1: + with open(f"db/{index}/desc.json", "r") as openfile: + description = json.load(openfile) + file_list = ",".join(description["file_names"]) + st.markdown(f"

{index}

", unsafe_allow_html=True) + st.caption(f"***Desc :*** {description['about']}") + st.caption(f"***Files :*** {file_list}") + openfile.close() + with col2: + t = st.button("🗑️", key=index, help="❌ :red[Clicking on this will delete this index]") + if t: + script_directory = os.path.dirname(os.path.abspath(__file__)) + del_path = os.path.join(script_directory, "../db", index) + shutil.rmtree(del_path) + initial(flag=True) + st.toast(f"**{index}** :red[deleted]", icon='🗑️') + time.sleep(1) + st.rerun() + + + +main() \ No newline at end of file diff --git a/requirements.txt b/requirements.txt new file mode 100644 index 0000000000000000000000000000000000000000..c7d7fcc49fb53845d30c1fc0f1160568e877a13c GIT binary patch literal 6712 zcmeI0UvFAR5XJYoQa=ij0o!RG`Vc8tD<8>C28^ zzx7#aHJ;nB-n7=M*1FcpCOr0KS|+8ZzaN!tT6W=oCI4G}s{b)if#&)m7C5)~qe$yFd63n6iT(C>{9rpHkSkWa&!sB$HE8(Bw@h4t_TKevHs zA`4X*%WouHAlnJqpZacuFIT|yb-Q9A8+?&?E?QTg;m z6z71$rI3I<_ig3yojxFdv$gz;3AEs0e^%K;U_mwGKvJvXcyKt=>b(?pA0DiQqkbFV zm$2SRdwZ!MIq_;Tx&E`LfU!_pkl;fkd(0zZ^4SlJ<|F%vT4o*D1#8_;>G2eC`TgKb zq1D=p-C7BFc`xj7u1d^er)zyvB^29>-+SMVTD7_mBlK?W?77xQte={FJ6kJ>{oe0#!X=CaS+P48OogY571_XlN1sjhW)lwSvN2gg}ZfXQP*4huJLGo6o!bZrK`boC> zf!q}!|3>*awHr;-gSaPx`_?CueU6I04Nr64mkP~+d4(?!pjUWJ9Q9Pb^!N~cn7!dz z`=rc_6Y-yC34GXk-?DzEj5G1>9;rL;$DB1PeD2EI^0O)eBJVmU2#E58=mmOoe~2Ae zJD~DO`AR%B;&zg!E0Ao&z|QXigF_I++S$vcK^ApE1eDeuZ}VNWI63OjTIf3C#^ zQ*IW1@WI?k4dOA=$LCEwGx6xRHwS$F(*C$F?9a3^jOk}BGk5AK0AExv(QL#L_XKtX zpH^wTC(tEE00ZPre9Q~_)_2d;j^pmMD`r1;hh zj_){AWm(CW=>$fQ4BN`1EZ2#is*{`@5Y1B(1%H%Zqi=Z6oz~q{TiyZdtaN8sfB1nV zBe?gfjk}(8VJ6)LM#)@Yjx$49Pj*j~y{b4-Tz*S^Z^M>R^Tyo^)%;hz*|XJnr8rlL z;><*_(wN)KKA+F#6QuR_=o`MhKZO3w@8|Q~Am&%W*@#0#!_3FT~I?&Rsg)XG~L zHvuLdldgLS!4hWzpYA2(bDXoLdkN7y-AgEMFWpOsw8 Date: Fri, 19 Jul 2024 17:43:29 +0530 Subject: [PATCH 2/2] llmvorm --- Report_Generator.py | 626 ++++++++++++++++++++++++++++++------------ pages/Chatbot.py | 259 ++++++++++++----- pages/Upload_Files.py | 439 +++++++++++++++++++---------- 3 files changed, 928 insertions(+), 396 deletions(-) diff --git a/Report_Generator.py b/Report_Generator.py index 33bf31b..d38b031 100644 --- a/Report_Generator.py +++ b/Report_Generator.py @@ -1,10 +1,293 @@ # from langchain_community.chat_models import ChatCohere -from langchain_cohere import ChatCohere -from langchain_openai import ChatOpenAI +# from langchain_cohere import ChatCohere +# from langchain_openai import ChatOpenAI +# from langchain.chains import RetrievalQA +# from langchain_community.vectorstores import FAISS +# from langchain_cohere import CohereEmbeddings +# from langchain_community.document_loaders.csv_loader import CSVLoader +# import json +# import PyPDF2 +# import streamlit as st +# import os +# from dotenv import load_dotenv +# import base64 +# import pandas as pd +# from io import StringIO +# import re +# # import wget +# import tarfile +# # os.environ['JAVA_HOME'] = './jdk' + + +# # if "JAVA_HOME" not in os.environ: +# # java_url = "https://download.java.net/java/GA/jdk11/9/GPL/openjdk-11.0.2_linux-x64_bin.tar.gz" +# # java_tar_gz = wget.download(java_url) +# # # st.write("Extracting Java 11...") +# # with tarfile.open(java_tar_gz, "r:gz") as tar: +# # tar.extractall() +# # java_dir = os.path.basename(java_url).split(".tar.gz")[0] +# # java_home = os.path.abspath(java_dir) +# # os.environ["JAVA_HOME"] = java_home +# # os.environ["PATH"] += os.pathsep + os.path.join(java_home, "bin") + + + + + +# st.set_page_config("Report Funds","🤖") + +# load_dotenv() + +# # API Keys +# # OPENAI_API_KEY = os.getenv('OPENAI_API_KEY') +# COHERE_API_KEY = os.getenv('COHERE_API_KEY') + + + + + + +# #Retrieve Schemes from CSV +# def schemeRetrieve(path): +# df=pd.read_csv(path) +# df.columns=df.iloc[0].values +# df=df.drop(df.index[0]) +# mf_scheme_list=["All Schemes"] +# for i in df['Scheme Name'].values: +# if "Schemes" in str(i): +# if str(i) not in mf_scheme_list: +# mf_scheme_list.append(str(i)) +# return mf_scheme_list + +# def field_retrieve(path): +# df=pd.read_csv(path) +# df.columns=df.iloc[0].values +# df=df.drop(df.index[0]) +# l=df.columns[2:].values +# ll=[] +# for i in l: +# newl=i.replace("\r"," ") +# newl=newl.replace("segregat ed","segregated") +# if "as" in newl: +# pos=newl.find("as") +# if "for" in newl: +# pos=newl.find("for") +# newl=newl[0:pos-1] +# ll.append(newl) +# ll.append("Net Inflow or Outflow") +# ll.append("Net Asset under Management per Scheme") +# ll.append("Net Inflow or Outflow per Scheme") + +# return ll + + + +# # Using Cohere's embed-english-v3.0 embedding model +# embeddings = CohereEmbeddings(cohere_api_key=COHERE_API_KEY, model="embed-english-v3.0") + + +# # For OpenAI's gpt-3.5-turbo llm +# # llm = ChatOpenAI(temperature=0, model="gpt-3.5-turbo", openai_api_key=OPENAI_API_KEY) + +# # For Cohere's command-r llm +# llm = ChatCohere(temperature=1, cohere_api_key=COHERE_API_KEY, model="command-r") + + +# # For reading PDFs and returning text string +# def read_pdf(files): +# file_content=''' Net Inflow or Outflow: Calculated as taking the difference of `Funds Mobilized for the month` and `Repurchase/Redemption for the month` field. + +# Net Asset under Management per Scheme: Determined by dividing the `Net Assets Under Management` by the `No. of Schemes`. + +# Net Inflow or Outflow per Scheme: This is the ratio of `Net Inflow or Outflow` to the `No. of Schemes`. +# ''' +# for file in files: +# # Create a PDF file reader object +# pdf_reader = PyPDF2.PdfReader(file) +# # Get the total number of pages in the PDF +# num_pages = len(pdf_reader.pages) +# # Iterate through each page and extract text +# for page_num in range(num_pages): +# # Get the page object +# page = pdf_reader.pages[page_num] +# file_content += page.extract_text() +# return file_content + + +# #Download CSV +# def download_df(content, filename='data.csv'): +# df = pd.read_csv(StringIO(content), sep="|", skipinitialspace=True) + +# # Remove leading and trailing whitespaces from column names +# df.columns = df.columns.str.strip() +# df.drop(df.columns[df.columns.str.contains('Unnamed', case=False)], axis=1, inplace=True) +# # csv_bytes = content.encode() # Convert string to bytes +# csv = df.to_csv(index=False) +# b64 = base64.b64encode(csv.encode()).decode() # Encode bytes to base64 +# href = f'Download CSV File' +# return href + +# #-----------------------------------------------------------# +# #------------------------💬 CHATBOT -----------------------# +# #----------------------------------------------------------# +# def chatbot(): +# st.subheader("Generate your Desired Mutual Fund Report") +# st.markdown("
", unsafe_allow_html=True) +# btn=st.button("Generate", type="primary") +# # Check if it is empty +# if st.session_state.book_docsearch: +# # prompt = st.chat_input("Say something") +# prompt="give the data of "+", ".join(st.session_state.selected_field) + +# # Write previous converstions +# for i in st.session_state.conversation: +# user_msg = st.chat_message("human", avatar="🐒") +# user_msg.write(i[0]) +# computer_msg = st.chat_message("ai", avatar="🧠") +# computer_msg.write(i[1]) + +# if btn and prompt: +# exprompt=prompt #to store the previous prompt +# exprompt="For the "+", ".join(st.session_state.selected_scheme)+", "+exprompt +# exprompt+=" . Give the result in tabular format." #want to show data in tabular form +# # promptcsv=prompt+" in csv format" #for downloading csv version +# user_text = f'''Scheme: {", ".join(st.session_state.selected_scheme)}, Field: {", ".join(st.session_state.selected_field)}''' +# user_msg = st.chat_message("human", avatar="🐒") +# user_msg.write(user_text) + +# with st.spinner("Getting Answer..."): +# # No of chunks the search should retrieve from the db +# chunks_to_retrieve = 5 +# retriever = st.session_state.book_docsearch.as_retriever(search_type="similarity", search_kwargs={"k":chunks_to_retrieve}) + +# ## RetrievalQA Chain ## +# qa = RetrievalQA.from_llm(llm=llm, retriever=retriever, verbose=True) +# answer = qa({"query": exprompt})["result"] +# # answercsv = qa({"query": promptcsv})["result"] #for generating csv file + +# computer_text = f'''{answer}''' +# # print(answer) +# computer_msg = st.chat_message("ai", avatar="🧠") +# computer_msg.write(computer_text) + +# #Download Data +# st.markdown(download_df(answer), unsafe_allow_html=True) + +# # Showing chunks with score +# doc_score = st.session_state.book_docsearch.similarity_search_with_score(prompt, k=chunks_to_retrieve) +# with st.popover("See chunks..."): +# st.write(doc_score) +# # Adding current conversation to the list. +# st.session_state.conversation.append((user_text, answer)) +# else: +# st.warning("Please upload a file") + + + +# # For initialization of session variables +# def initial(flag=False): + # path="db" + # if 'existing_indices' not in st.session_state or flag: + # st.session_state.existing_indices = [name for name in os.listdir(path) if os.path.isdir(os.path.join(path, name))] + # if ('selected_option' not in st.session_state) or flag: + # try: + # st.session_state.selected_option = st.session_state.existing_indices[0] + # except: + # st.session_state.selected_option = None + + # if 'conversation' not in st.session_state: + # st.session_state.conversation = [] + # if 'book_docsearch' not in st.session_state: + # st.session_state.book_docsearch = None + + + # if 'mf_schemes' not in st.session_state or flag: + # try: + # st.session_state.mf_schemes=schemeRetrieve(f"./{path}/table.csv") + # except: + # st.session_state.mf_schemes=None + + # if ('selected_scheme' not in st.session_state) or flag: + # try: + # st.session_state.selected_scheme = st.session_state.mf_schemes[0] + # except: + # st.session_state.selected_scheme = None + + # if 'mf_field' not in st.session_state or flag: + # try: + # st.session_state.mf_field=field_retrieve(f"./{path}/table.csv") + # except: + # st.session_state.mf_field=None + + # if ('selected_field' not in st.session_state) or flag: + # try: + # st.session_state.selected_field = st.session_state.mf_schemes[0] + # except: + # st.session_state.selected_field = None + + +# def main(): +# initial(True) +# # Streamlit UI +# st.title("💰 Mutual Fund Report Generator") + +# # For showing the index selector +# file_list=[] +# for index in st.session_state.existing_indices: +# with open(f"db/{index}/desc.json", "r") as openfile: +# description = json.load(openfile) +# file_list.append(",".join(description["file_names"])) + + + +# with st.popover("Select Index", help="👉 Select the datastore from which data will be retrieved"): +# st.session_state.selected_option = st.radio("Select a Document...", st.session_state.existing_indices, captions=file_list, index=0) + +# st.write(f"*Selected Index* : **:orange[{st.session_state.selected_option}]**") + +# if 'existing_indices' in st.session_state: + +# st.session_state.mf_schemes=schemeRetrieve(f"./db/table.csv") + +# with st.popover("Select Scheme", help="👉 Select the Mutual Fund Scheme"): + +# radio_scheme = st.multiselect("Select a Scheme...", st.session_state.mf_schemes) +# # if radio_scheme == "Other (Add Manually)...": +# # radio_scheme = st.text_input("Write the name of the Schemes with comma") +# st.session_state.selected_scheme = radio_scheme +# # st.write(f"You have selected: {st.session_state.selected_scheme}") +# temp_scheme=", ".join(st.session_state.selected_scheme) +# st.write(f"*Selected Scheme* : **:green[{temp_scheme}]**") + +# with st.popover("Select Field", help="👉 Select the Field"): + +# radio_field = st.multiselect("Select a Scheme...", st.session_state.mf_field) +# st.session_state.selected_field = radio_field +# temp_field=", ".join(st.session_state.selected_field) +# st.write(f"*Selected Scheme* : **:green[{temp_field}]**") + + +# # Load the selected index from local storage +# if st.session_state.selected_option: +# st.session_state.book_docsearch = FAISS.load_local(f"db/{st.session_state.selected_option}", embeddings, allow_dangerous_deserialization=True) +# # Call the chatbot function +# chatbot() +# else: +# st.warning("⚠️ No index present. Please add a new index.") +# st.page_link("pages/Upload_Files.py", label="Upload Files", icon="⬆️") +# st.page_link("pages/Chatbot.py", label="Basic Chatbot", icon="💬") + + + + + + +# main() + from langchain.chains import RetrievalQA from langchain_community.vectorstores import FAISS from langchain_cohere import CohereEmbeddings -from langchain_community.document_loaders.csv_loader import CSVLoader +import google.generativeai as genai import json import PyPDF2 import streamlit as st @@ -13,94 +296,74 @@ import base64 import pandas as pd from io import StringIO -import re -# import wget -import tarfile -# os.environ['JAVA_HOME'] = './jdk' - - -# if "JAVA_HOME" not in os.environ: -# java_url = "https://download.java.net/java/GA/jdk11/9/GPL/openjdk-11.0.2_linux-x64_bin.tar.gz" -# java_tar_gz = wget.download(java_url) -# # st.write("Extracting Java 11...") -# with tarfile.open(java_tar_gz, "r:gz") as tar: -# tar.extractall() -# java_dir = os.path.basename(java_url).split(".tar.gz")[0] -# java_home = os.path.abspath(java_dir) -# os.environ["JAVA_HOME"] = java_home -# os.environ["PATH"] += os.pathsep + os.path.join(java_home, "bin") - - - - - -st.set_page_config("Report Funds","🤖") +st.set_page_config("Report Funds", "🤖") load_dotenv() -# API Keys -# OPENAI_API_KEY = os.getenv('OPENAI_API_KEY') COHERE_API_KEY = os.getenv('COHERE_API_KEY') +GEMINI_API_KEY = os.getenv('GEMINI_API_KEY') +GEMINI_MODEL = "models/chat-bison-001" - - - - - -#Retrieve Schemes from CSV -def schemeRetrieve(path): - df=pd.read_csv(path) - df.columns=df.iloc[0].values - df=df.drop(df.index[0]) - mf_scheme_list=["All Schemes"] - for i in df['Scheme Name'].values: - if "Schemes" in str(i): - if str(i) not in mf_scheme_list: - mf_scheme_list.append(str(i)) - return mf_scheme_list - -def field_retrieve(path): - df=pd.read_csv(path) - df.columns=df.iloc[0].values - df=df.drop(df.index[0]) - l=df.columns[2:].values - ll=[] - for i in l: - newl=i.replace("\r"," ") - newl=newl.replace("segregat ed","segregated") - if "as" in newl: - pos=newl.find("as") - if "for" in newl: - pos=newl.find("for") - newl=newl[0:pos-1] - ll.append(newl) - ll.append("Net Inflow or Outflow") - ll.append("Net Asset under Management per Scheme") - ll.append("Net Inflow or Outflow per Scheme") - - return ll - - - -# Using Cohere's embed-english-v3.0 embedding model embeddings = CohereEmbeddings(cohere_api_key=COHERE_API_KEY, model="embed-english-v3.0") - -# For OpenAI's gpt-3.5-turbo llm -# llm = ChatOpenAI(temperature=0, model="gpt-3.5-turbo", openai_api_key=OPENAI_API_KEY) - -# For Cohere's command-r llm -llm = ChatCohere(temperature=1, cohere_api_key=COHERE_API_KEY, model="command-r") - - -# For reading PDFs and returning text string +# Function to generate text using Gemini API +def generate_text_with_gemini(prompt): + genai.configure(api_key=GEMINI_API_KEY) + try: + response = genai.generate_text( + model=GEMINI_MODEL, + prompt=prompt, + temperature=0.0 # Adjust for creativity + ) + return response.result + except Exception as e: + st.error(f"Error generating text with Gemini: {e}") + return "" + +# Function to retrieve schemes from CSV +def scheme_retrieve(path): + try: + df = pd.read_csv(path) + df.columns = df.iloc[0].values + df = df.drop(df.index[0]) + mf_scheme_list = ["All Schemes"] + for i in df['Scheme Name'].values: + if "Schemes" in str(i) and str(i) not in mf_scheme_list: + mf_scheme_list.append(str(i)) + return mf_scheme_list + except Exception as e: + st.error(f"Error reading schemes from CSV: {e}") + return [] + +# Function to retrieve fields from CSV +def field_retrieve(path): + try: + df = pd.read_csv(path) + df.columns = df.iloc[0].values + df = df.drop(df.index[0]) + l = df.columns[2:].values + ll = [] + for i in l: + newl = i.replace("\r", " ").replace("segregat ed", "segregated") + pos = newl.find("as") if "as" in newl else newl.find("for") if "for" in newl else -1 + if pos != -1: + newl = newl[0:pos - 1] + ll.append(newl) + ll.extend(["Net Inflow or Outflow", "Net Asset under Management per Scheme", "Net Inflow or Outflow per Scheme"]) + return ll + except Exception as e: + st.error(f"Error reading fields from CSV: {e}") + return [] + +# Function to read PDFs and returning text string def read_pdf(files): - file_content=''' Net Inflow or Outflow: Calculated as taking the difference of `Funds Mobilized for the month` and `Repurchase/Redemption for the month` field. + file_content = ''' + Net Inflow or Outflow: Calculated as taking the difference of `Funds Mobilized for the month` and `Repurchase/Redemption for the month` field. - Net Asset under Management per Scheme: Determined by dividing the `Net Assets Under Management` by the `No. of Schemes`. + Net Asset under Management per Scheme: Determined by dividing the `Net Assets Under Management` by the `No. of Schemes`. - Net Inflow or Outflow per Scheme: This is the ratio of `Net Inflow or Outflow` to the `No. of Schemes`. - ''' + Net Inflow or Outflow per Scheme: This is the ratio of `Net Inflow or Outflow` to the `No. of Schemes`. + ''' for file in files: # Create a PDF file reader object pdf_reader = PyPDF2.PdfReader(file) @@ -113,84 +376,73 @@ def read_pdf(files): file_content += page.extract_text() return file_content - -#Download CSV +# Download CSV function def download_df(content, filename='data.csv'): - df = pd.read_csv(StringIO(content), sep="|", skipinitialspace=True) - - # Remove leading and trailing whitespaces from column names + df = pd.read_csv(StringIO(content), sep="|", skipinitialspace=True, on_bad_lines="skip") df.columns = df.columns.str.strip() df.drop(df.columns[df.columns.str.contains('Unnamed', case=False)], axis=1, inplace=True) - # csv_bytes = content.encode() # Convert string to bytes csv = df.to_csv(index=False) - b64 = base64.b64encode(csv.encode()).decode() # Encode bytes to base64 + b64 = base64.b64encode(csv.encode()).decode() href = f'Download CSV File' return href +# ----------------------------------------------------------- # +# ------------------------ 💬 CHATBOT ------------------------ # +# ----------------------------------------------------------- # -#-----------------------------------------------------------# -#------------------------💬 CHATBOT -----------------------# -#----------------------------------------------------------# def chatbot(): st.subheader("Generate your Desired Mutual Fund Report") st.markdown("
", unsafe_allow_html=True) - btn=st.button("Generate", type="primary") - # Check if it is empty - if st.session_state.book_docsearch: - # prompt = st.chat_input("Say something") - prompt="give the data of "+", ".join(st.session_state.selected_field) - - # Write previous converstions - for i in st.session_state.conversation: - user_msg = st.chat_message("human", avatar="🐒") - user_msg.write(i[0]) - computer_msg = st.chat_message("ai", avatar="🧠") - computer_msg.write(i[1]) - + btn = st.button("Generate", type="primary") + + # Check if documents have been loaded + if st.session_state.book_docsearch: + # Construct the prompt based on selected fields and schemes + prompt = "Give the data of " + ", ".join(st.session_state.selected_field) + + # Display previous conversations (if any) + for user_message, ai_response in st.session_state.conversation: + st.chat_message("human", avatar="🐒").write(user_message) + st.chat_message("ai", avatar="🧠").write(ai_response) + if btn and prompt: - exprompt=prompt #to store the previous prompt - exprompt="For the "+", ".join(st.session_state.selected_scheme)+", "+exprompt - exprompt+=" . Give the result in tabular format." #want to show data in tabular form - # promptcsv=prompt+" in csv format" #for downloading csv version - user_text = f'''Scheme: {", ".join(st.session_state.selected_scheme)}, Field: {", ".join(st.session_state.selected_field)}''' - user_msg = st.chat_message("human", avatar="🐒") - user_msg.write(user_text) - - with st.spinner("Getting Answer..."): - # No of chunks the search should retrieve from the db - chunks_to_retrieve = 5 - retriever = st.session_state.book_docsearch.as_retriever(search_type="similarity", search_kwargs={"k":chunks_to_retrieve}) - - ## RetrievalQA Chain ## - qa = RetrievalQA.from_llm(llm=llm, retriever=retriever, verbose=True) - answer = qa({"query": exprompt})["result"] - # answercsv = qa({"query": promptcsv})["result"] #for generating csv file + # Prepare prompt for Gemini API + exprompt = f"For the {', '.join(st.session_state.selected_scheme)}, {prompt}. Give the result in tabular format." + + # Display user input in chat interface + user_text = f"Scheme: {', '.join(st.session_state.selected_scheme)}, Field: {', '.join(st.session_state.selected_field)}" + st.chat_message("human", avatar="🐒").write(user_text) + + with st.spinner("Generating Report..."): + chunks_to_retrieve = 5 + retriever = st.session_state.book_docsearch.as_retriever(search_type="similarity", search_kwargs={"k": chunks_to_retrieve}) - computer_text = f'''{answer}''' - # print(answer) - computer_msg = st.chat_message("ai", avatar="🧠") - computer_msg.write(computer_text) + # Use the Gemini API directly for the QA chain + qa = RetrievalQA.from_chain_type(llm=generate_text_with_gemini, chain_type="stuff", retriever=retriever, verbose=True) + answer = qa.run(exprompt) - #Download Data + # Display the answer in the chat interface + st.chat_message("ai", avatar="🧠").write(answer) + + # Option to download results as CSV st.markdown(download_df(answer), unsafe_allow_html=True) - - # Showing chunks with score + + # Show relevant document chunks (for debugging/transparency) doc_score = st.session_state.book_docsearch.similarity_search_with_score(prompt, k=chunks_to_retrieve) - with st.popover("See chunks..."): + with st.expander("See chunks..."): st.write(doc_score) - # Adding current conversation to the list. - st.session_state.conversation.append((user_text, answer)) + + # Store the conversation history + st.session_state.conversation.append((user_text, answer)) else: st.warning("Please upload a file") - - -# For initialization of session variables +# Initialize session variables def initial(flag=False): - path="db" + path = "db" if 'existing_indices' not in st.session_state or flag: st.session_state.existing_indices = [name for name in os.listdir(path) if os.path.isdir(os.path.join(path, name))] - if ('selected_option' not in st.session_state) or flag: + if 'selected_option' not in st.session_state or flag: try: st.session_state.selected_option = st.session_state.existing_indices[0] except: @@ -201,14 +453,13 @@ def initial(flag=False): if 'book_docsearch' not in st.session_state: st.session_state.book_docsearch = None - if 'mf_schemes' not in st.session_state or flag: try: - st.session_state.mf_schemes=schemeRetrieve(f"./{path}/table.csv") + st.session_state.mf_schemes = scheme_retrieve(f"./{path}/table.csv") except: - st.session_state.mf_schemes=None + st.session_state.mf_schemes = None - if ('selected_scheme' not in st.session_state) or flag: + if 'selected_scheme' not in st.session_state or flag: try: st.session_state.selected_scheme = st.session_state.mf_schemes[0] except: @@ -216,71 +467,82 @@ def initial(flag=False): if 'mf_field' not in st.session_state or flag: try: - st.session_state.mf_field=field_retrieve(f"./{path}/table.csv") + st.session_state.mf_field = field_retrieve(f"./{path}/table.csv") except: - st.session_state.mf_field=None + st.session_state.mf_field = None - if ('selected_field' not in st.session_state) or flag: + if 'selected_field' not in st.session_state or flag: try: st.session_state.selected_field = st.session_state.mf_schemes[0] except: st.session_state.selected_field = None - def main(): initial(True) # Streamlit UI st.title("💰 Mutual Fund Report Generator") - + # For showing the index selector - file_list=[] - for index in st.session_state.existing_indices: - with open(f"db/{index}/desc.json", "r") as openfile: - description = json.load(openfile) - file_list.append(",".join(description["file_names"])) - - + file_list = [] + if 'existing_indices' in st.session_state: + for index in st.session_state.existing_indices: + try: + with open(f"db/{index}/desc.json", "r") as openfile: + description = json.load(openfile) + file_list.append(",".join(description["file_names"])) + except Exception as e: + st.error(f"Error loading description for index {index}: {e}") with st.popover("Select Index", help="👉 Select the datastore from which data will be retrieved"): - st.session_state.selected_option = st.radio("Select a Document...", st.session_state.existing_indices, captions=file_list, index=0) + if file_list: + st.session_state.selected_option = st.radio( + "Select a Document...", + st.session_state.existing_indices, + captions=file_list, + index=0 + ) + else: + st.warning("No indices found. Please upload files.") st.write(f"*Selected Index* : **:orange[{st.session_state.selected_option}]**") - + if 'existing_indices' in st.session_state: - - st.session_state.mf_schemes=schemeRetrieve(f"./db/table.csv") - + st.session_state.mf_schemes = scheme_retrieve(f"./db/table.csv") + with st.popover("Select Scheme", help="👉 Select the Mutual Fund Scheme"): - - radio_scheme = st.multiselect("Select a Scheme...", st.session_state.mf_schemes) - # if radio_scheme == "Other (Add Manually)...": - # radio_scheme = st.text_input("Write the name of the Schemes with comma") - st.session_state.selected_scheme = radio_scheme - # st.write(f"You have selected: {st.session_state.selected_scheme}") - temp_scheme=", ".join(st.session_state.selected_scheme) - st.write(f"*Selected Scheme* : **:green[{temp_scheme}]**") - + if st.session_state.mf_schemes: + radio_scheme = st.multiselect("Select a Scheme...", st.session_state.mf_schemes) + st.session_state.selected_scheme = radio_scheme + temp_scheme = ", ".join(st.session_state.selected_scheme) + st.write(f"*Selected Scheme* : **:green[{temp_scheme}]**") + else: + st.warning("No schemes found. Please check your CSV file.") + with st.popover("Select Field", help="👉 Select the Field"): - - radio_field = st.multiselect("Select a Scheme...", st.session_state.mf_field) - st.session_state.selected_field = radio_field - temp_field=", ".join(st.session_state.selected_field) - st.write(f"*Selected Scheme* : **:green[{temp_field}]**") - - + if st.session_state.mf_field: + radio_field = st.multiselect("Select a Field...", st.session_state.mf_field) + st.session_state.selected_field = radio_field + temp_field = ", ".join(st.session_state.selected_field) + st.write(f"*Selected Field* : **:green[{temp_field}]**") + else: + st.warning("No fields found. Please check your CSV file.") + # Load the selected index from local storage if st.session_state.selected_option: - st.session_state.book_docsearch = FAISS.load_local(f"db/{st.session_state.selected_option}", embeddings, allow_dangerous_deserialization=True) - # Call the chatbot function - chatbot() + try: + st.session_state.book_docsearch = FAISS.load_local( + f"db/{st.session_state.selected_option}", + embeddings, + allow_dangerous_deserialization=True + ) + # Call the chatbot function + chatbot() + except Exception as e: + st.error(f"Error loading index: {e}") else: st.warning("⚠️ No index present. Please add a new index.") st.page_link("pages/Upload_Files.py", label="Upload Files", icon="⬆️") st.page_link("pages/Chatbot.py", label="Basic Chatbot", icon="💬") - - - - - -main() \ No newline at end of file +if __name__ == "__main__": + main() diff --git a/pages/Chatbot.py b/pages/Chatbot.py index dc41cfe..bef604a 100644 --- a/pages/Chatbot.py +++ b/pages/Chatbot.py @@ -1,99 +1,224 @@ -# from langchain_community.chat_models import ChatCohere -from langchain_cohere import ChatCohere -from langchain_openai import ChatOpenAI +# # from langchain_community.chat_models import ChatCohere +# from langchain_cohere import ChatCohere +# # from langchain_openai import ChatOpenAI +# import google.generativeai as genai +# from langchain.chains import RetrievalQA +# from langchain_community.vectorstores import FAISS +# from langchain_cohere import CohereEmbeddings +# import json +# import PyPDF2 +# import streamlit as st +# import os +# from dotenv import load_dotenv + +# st.set_page_config("ChatSDK Fund","💬") + +# load_dotenv() + +# # API Keys +# # OPENAI_API_KEY = os.getenv('OPENAI_API_KEY') +# COHERE_API_KEY = os.getenv('igDGm4vYnbDyrHMdx4By2oCXwZ1pSlHtWg2547Hs') +# GEMINI_API_KEY = os.getenv('AIzaSyDKMP-6mrJ_2MuCaMbiW849kpk4QFwBUzI') + +# # Using Cohere's embed-english-v3.0 embedding model +# embeddings = CohereEmbeddings(cohere_api_key=COHERE_API_KEY, model="embed-english-v3.0") + + +# # For OpenAI's gpt-3.5-turbo llm +# # llm = ChatOpenAI(temperature=0, model="gpt-3.5-turbo" openai_api_key=OPENAI_API_KEY) + +# # For Cohere's command-r llm +# llm = ChatCohere(temperature=0, cohere_api_key=COHERE_API_KEY, model="command-r") + + +# # For reading PDFs and returning text string +# def read_pdf(files): +# file_content="" +# for file in files: +# # Create a PDF file reader object +# pdf_reader = PyPDF2.PdfReader(file) +# # Get the total number of pages in the PDF +# num_pages = len(pdf_reader.pages) +# # Iterate through each page and extract text +# for page_num in range(num_pages): +# # Get the page object +# page = pdf_reader.pages[page_num] +# file_content += page.extract_text() +# return file_content + + +# #-----------------------------------------------------------# +# #------------------------💬 CHATBOT -----------------------# +# #----------------------------------------------------------# +# def chatbot(): +# st.subheader("Ask questions from the PDFs") +# st.markdown("
", unsafe_allow_html=True) +# # Check if it is empty +# if st.session_state.book_docsearch: +# prompt = st.chat_input("Say something") + +# # Write previous converstions +# for i in st.session_state.conversation_chatbot: +# user_msg = st.chat_message("human", avatar="🐒") +# user_msg.write(i[0]) +# computer_msg = st.chat_message("ai", avatar="🧠") +# computer_msg.write(i[1]) + +# if prompt: +# user_text = f'''{prompt}''' +# user_msg = st.chat_message("human", avatar="🐒") +# user_msg.write(user_text) + +# with st.spinner("Getting Answer..."): +# # No of chunks the search should retrieve from the db +# chunks_to_retrieve = 5 +# retriever = st.session_state.book_docsearch.as_retriever(search_type="similarity", search_kwargs={"k":chunks_to_retrieve}) + +# ## RetrievalQA Chain ## +# qa = RetrievalQA.from_llm(llm=llm, retriever=retriever, verbose=True) +# answer = qa({"query": prompt})["result"] +# computer_text = f'''{answer}''' +# computer_msg = st.chat_message("ai", avatar="🧠") +# computer_msg.write(computer_text) + +# # Showing chunks with score +# doc_score = st.session_state.book_docsearch.similarity_search_with_score(prompt, k=chunks_to_retrieve) +# with st.popover("See chunks..."): +# st.write(doc_score) +# # Adding current conversation_chatbot to the list. +# st.session_state.conversation_chatbot.append((prompt, answer)) +# else: +# st.warning("Please upload a file") + + + +# # For initialization of session variables +# def initial(flag=False): +# path="db" +# if 'existing_indices' not in st.session_state or flag: +# st.session_state.existing_indices = [name for name in os.listdir(path) if os.path.isdir(os.path.join(path, name))] +# if ('selected_option' not in st.session_state) or flag: +# try: +# st.session_state.selected_option = st.session_state.existing_indices[0] +# except: +# st.session_state.selected_option = None + +# if 'conversation_chatbot' not in st.session_state: +# st.session_state.conversation_chatbot = [] +# if 'book_docsearch' not in st.session_state: +# st.session_state.book_docsearch = None + + +# def main(): +# initial(True) +# # Streamlit UI +# st.title("💰 Mutual Fund Chatbot") + +# # For showing the index selector +# file_list=[] +# for index in st.session_state.existing_indices: +# with open(f"db/{index}/desc.json", "r") as openfile: +# description = json.load(openfile) +# file_list.append(",".join(description["file_names"])) + +# with st.popover("Select index", help="👉 Select the datastore from which data will be retrieved"): +# st.session_state.selected_option = st.radio("Select a Document...", st.session_state.existing_indices, captions=file_list, index=0) + +# st.write(f"*Selected index* : **:orange[{st.session_state.selected_option}]**") + +# # Load the selected index from local storage +# if st.session_state.selected_option: +# st.session_state.book_docsearch = FAISS.load_local(f"db/{st.session_state.selected_option}", embeddings, allow_dangerous_deserialization=True) +# # Call the chatbot function +# chatbot() +# else: +# st.warning("⚠️ No index present. Please add a new index.") +# # st.page_link("pages/Upload_Files.py", label="Upload Files", icon="⬆️") + + + + + +# main() + from langchain.chains import RetrievalQA from langchain_community.vectorstores import FAISS from langchain_cohere import CohereEmbeddings +import google.generativeai as genai import json import PyPDF2 import streamlit as st import os from dotenv import load_dotenv - -st.set_page_config("ChatSDK Fund","💬") + +st.set_page_config("ChatSDK Fund", "💬") load_dotenv() -# API Keys -# OPENAI_API_KEY = os.getenv('OPENAI_API_KEY') -COHERE_API_KEY = os.getenv('igDGm4vYnbDyrHMdx4By2oCXwZ1pSlHtWg2547Hs') +COHERE_API_KEY = os.getenv('igDGm4vYnbDyrHMdx4By2oCXwZ1pSlHtWg2547Hs') # Use your actual API key GEMINI_API_KEY = os.getenv('AIzaSyDKMP-6mrJ_2MuCaMbiW849kpk4QFwBUzI') +GEMINI_MODEL = "models/chat-bison-001" # Choose appropriate Gemini model -# Using Cohere's embed-english-v3.0 embedding model embeddings = CohereEmbeddings(cohere_api_key=COHERE_API_KEY, model="embed-english-v3.0") +# Function to generate text using Gemini API +def generate_text_with_gemini(prompt): + genai.configure(api_key=GEMINI_API_KEY) + response = genai.generate_text( + model=GEMINI_MODEL, + prompt=prompt, + temperature=0.0 # Adjust for creativity + ) + return response.result -# For OpenAI's gpt-3.5-turbo llm -# llm = ChatOpenAI(temperature=0, model="gpt-3.5-turbo" openai_api_key=OPENAI_API_KEY) - -# For Cohere's command-r llm -llm = ChatCohere(temperature=0, cohere_api_key=COHERE_API_KEY, model="command-r") - - -# For reading PDFs and returning text string +# Function to read PDFs efficiently def read_pdf(files): - file_content="" + file_content = "" for file in files: - # Create a PDF file reader object - pdf_reader = PyPDF2.PdfReader(file) - # Get the total number of pages in the PDF - num_pages = len(pdf_reader.pages) - # Iterate through each page and extract text - for page_num in range(num_pages): - # Get the page object - page = pdf_reader.pages[page_num] - file_content += page.extract_text() + with open(file, 'rb') as pdf_file: + pdf_reader = PyPDF2.PdfReader(pdf_file) + file_content += "".join(page.extract_text() for page in pdf_reader.pages) return file_content - -#-----------------------------------------------------------# -#------------------------💬 CHATBOT -----------------------# -#----------------------------------------------------------# +# Chatbot function def chatbot(): st.subheader("Ask questions from the PDFs") st.markdown("
", unsafe_allow_html=True) - # Check if it is empty - if st.session_state.book_docsearch: + + if st.session_state.book_docsearch: prompt = st.chat_input("Say something") - - # Write previous converstions + for i in st.session_state.conversation_chatbot: user_msg = st.chat_message("human", avatar="🐒") user_msg.write(i[0]) computer_msg = st.chat_message("ai", avatar="🧠") computer_msg.write(i[1]) - - if prompt: - user_text = f'''{prompt}''' + + if prompt: + user_text = f"{prompt}" user_msg = st.chat_message("human", avatar="🐒") user_msg.write(user_text) with st.spinner("Getting Answer..."): - # No of chunks the search should retrieve from the db chunks_to_retrieve = 5 - retriever = st.session_state.book_docsearch.as_retriever(search_type="similarity", search_kwargs={"k":chunks_to_retrieve}) - - ## RetrievalQA Chain ## - qa = RetrievalQA.from_llm(llm=llm, retriever=retriever, verbose=True) - answer = qa({"query": prompt})["result"] - computer_text = f'''{answer}''' - computer_msg = st.chat_message("ai", avatar="🧠") + retriever = st.session_state.book_docsearch.as_retriever(search_type="similarity", search_kwargs={"k": chunks_to_retrieve}) + qa = RetrievalQA.from_chain_type(llm=generate_text_with_gemini, chain_type="stuff", retriever=retriever, verbose=True) + answer = qa({"query": prompt}) + computer_text = f"{answer}" + computer_msg = st.chat_message("ai", avatar="🧠") computer_msg.write(computer_text) - - # Showing chunks with score - doc_score = st.session_state.book_docsearch.similarity_search_with_score(prompt, k=chunks_to_retrieve) - with st.popover("See chunks..."): - st.write(doc_score) - # Adding current conversation_chatbot to the list. - st.session_state.conversation_chatbot.append((prompt, answer)) + + with st.expander("See relevant chunks:"): + st.write(st.session_state.book_docsearch.similarity_search_with_score(prompt, k=chunks_to_retrieve)) + + st.session_state.conversation_chatbot.append((prompt, answer)) else: st.warning("Please upload a file") - -# For initialization of session variables +# Initialization of session variables def initial(flag=False): - path="db" + path = "db" if 'existing_indices' not in st.session_state or flag: st.session_state.existing_indices = [name for name in os.listdir(path) if os.path.isdir(os.path.join(path, name))] if ('selected_option' not in st.session_state) or flag: @@ -101,41 +226,31 @@ def initial(flag=False): st.session_state.selected_option = st.session_state.existing_indices[0] except: st.session_state.selected_option = None - + if 'conversation_chatbot' not in st.session_state: st.session_state.conversation_chatbot = [] if 'book_docsearch' not in st.session_state: st.session_state.book_docsearch = None - +# Main function def main(): initial(True) - # Streamlit UI st.title("💰 Mutual Fund Chatbot") - - # For showing the index selector - file_list=[] + file_list = [] for index in st.session_state.existing_indices: with open(f"db/{index}/desc.json", "r") as openfile: description = json.load(openfile) file_list.append(",".join(description["file_names"])) - with st.popover("Select index", help="👉 Select the datastore from which data will be retrieved"): + with st.sidebar.expander("Select index"): st.session_state.selected_option = st.radio("Select a Document...", st.session_state.existing_indices, captions=file_list, index=0) st.write(f"*Selected index* : **:orange[{st.session_state.selected_option}]**") - - # Load the selected index from local storage + if st.session_state.selected_option: st.session_state.book_docsearch = FAISS.load_local(f"db/{st.session_state.selected_option}", embeddings, allow_dangerous_deserialization=True) - # Call the chatbot function chatbot() else: st.warning("⚠️ No index present. Please add a new index.") - # st.page_link("pages/Upload_Files.py", label="Upload Files", icon="⬆️") - - - - -main() \ No newline at end of file +main() diff --git a/pages/Upload_Files.py b/pages/Upload_Files.py index d277aaf..86a5dc7 100644 --- a/pages/Upload_Files.py +++ b/pages/Upload_Files.py @@ -1,185 +1,340 @@ +# import os +# import time +# import json +# import shutil +# from dotenv import load_dotenv +# from langchain_community.vectorstores import FAISS +# from langchain_openai import ChatOpenAI +# import PyPDF2 +# import streamlit as st +# from langchain_text_splitters import RecursiveCharacterTextSplitter +# from langchain_core.documents import Document +# from langchain_cohere import CohereEmbeddings +# # import tabula +# # import camelot as cm +# # os.environ['JAVA_HOME'] = './jdk' + + + +# st.set_page_config("Upload Files", "📤") + +# load_dotenv() +# OPENAI_API_KEY = os.getenv('OPENAI_API_KEY') +# COHERE_API_KEY = os.getenv('COHERE_API_KEY') + +# embeddings = CohereEmbeddings(cohere_api_key=COHERE_API_KEY, model="embed-english-v3.0") + + +# def read_pdf(files): +# # df="" +# # for file in files: +# # temp=tabula.read_pdf(file, pages="all", multiple_tables=True) +# # for t in temp: +# # df+=(', '.join(map(str, t.values.tolist()))) +# # return df + +# file_content="" +# for file in files: +# # Create a PDF file reader object +# pdf_reader = PyPDF2.PdfReader(file) +# # Get the total number of pages in the PDF +# num_pages = len(pdf_reader.pages) +# # Iterate through each page and extract text +# for page_num in range(num_pages): +# # Get the page object +# page = pdf_reader.pages[page_num] +# file_content += page.extract_text() +# return file_content + +# def store_index(uploaded_file, index_option, file_names): +# # If index exists +# if os.path.exists(f"db/{index_option}/index.faiss"): +# st.toast(f"Storing in **existing index** :green[**{index_option}**]...", icon = "🗂️") +# # Opening JSON file +# with open(f'db/{index_option}/desc.json', 'r') as openfile: +# description = json.load(openfile) +# description["file_names"] = file_names + description["file_names"] + +# with st.spinner("Processing..."): +# #Read the pdf file +# file_content = read_pdf(uploaded_file) +# #Create document chunks +# book_documents = recursive_text_splitter.create_documents([file_content]) +# # Limit the no of characters +# book_documents = [Document(page_content = text.page_content.replace("\n", " ").replace(".", "").replace("-", "")) for text in book_documents] +# docsearch = FAISS.from_documents(book_documents, embeddings) +# old_docsearch = FAISS.load_local(f"db/{index_option}", embeddings, allow_dangerous_deserialization=True) +# docsearch.merge_from(old_docsearch) +# docsearch.save_local(f"db/{index_option}") +# # Write the json file +# with open(f"db/{index_option}/desc.json", "w") as outfile: +# json.dump(description, outfile) + +# # If index does not exist +# else: +# st.toast(f"Storing in **new index** :green[**{index_option}**]...", icon="🗂️") + +# with st.spinner("Processing..."): +# #Read the pdf file +# file_content = read_pdf(uploaded_file) +# #Create document chunks +# book_documents = recursive_text_splitter.create_documents([file_content]) +# # Limit the no of characters, remove \n +# book_documents = [Document(page_content = text.page_content.replace("\n", " ").replace(".", "").replace("-", "")) for text in book_documents] +# docsearch = FAISS.from_documents(book_documents, embeddings) + +# docsearch.save_local(f"db/{index_option}") +# # Read json file +# with open(f'db/{index_option}/desc.json', 'r') as openfile: +# description = json.load(openfile) +# description["file_names"] = file_names + description["file_names"] +# # Write the json file +# with open(f"db/{index_option}/desc.json", "w") as outfile: +# json.dump(description, outfile) + +# st.success(f"Successfully added to **{description['name']}**!") + + +# recursive_text_splitter = RecursiveCharacterTextSplitter( +# chunk_size=2000, +# chunk_overlap=20) + +# def initial(flag=False): +# path="db" +# if 'existing_indices' not in st.session_state or flag: +# st.session_state.existing_indices = [name for name in os.listdir(path) if os.path.isdir(os.path.join(path, name))] + +# def main(): + +# initial() + +# st.title("📤 Upload new files") +# uploaded_file = st.file_uploader(" Upload PDF", type="pdf", accept_multiple_files=True, help="Upload PDF files to store") + +# if uploaded_file: +# # Get the uploaded file names +# file_names = [file_name.name for file_name in uploaded_file] +# # Select the index in which to store +# st.subheader("Select Index") +# st.caption("Create and select a new index or use an existing one") +# # Create new index +# with st.popover("➕ Create new index"): +# form = st.form("new_index") +# index_name = form.text_input("Enter Index Name*") +# about = form.text_area("Enter description for Index") +# submitted = form.form_submit_button("Submit", type="primary") +# if submitted: +# os.makedirs(f"db/{index_name}") + +# description = { +# "name": index_name, +# "about": about, +# "file_names": [] +# } + +# with open(f"db/{index_name}/desc.json", "w") as f: +# json.dump(description, f) +# st.session_state.existing_indices = [index_name] + st.session_state.existing_indices +# st.success(f"New Index **{index_name}** created successfully") + + +# # tabula.convert_into(uploaded_file[0], f"db/{index_name}/table.csv",pages='all', output_format='csv') +# # tables=cm.read_pdf(uploaded_file[0],pages='1',orient="records") +# # Existing indices +# index_option = st.selectbox('Add to existing Indices', st.session_state.existing_indices) +# st.write(index_option) + + +# if st.button("Store", type="primary"): +# # Store index in local storage +# store_index(uploaded_file, index_option, file_names) + + +# st.title("\n\n\n") + +# # Show already stored indices +# st.subheader("💽 Stored Indices", help="💽 See all the indices you have previously stored.") +# with st.expander("🗂️ See existing indices"): +# st.divider() +# if len(st.session_state.existing_indices) == 0: +# st.warning("No existing indices. Please upload a pdf to start.") +# for index in st.session_state.existing_indices: +# if os.path.exists(f"db/{index}/desc.json"): +# col1, col2 = st.columns([6,1], gap="large") +# with col1: +# with open(f"db/{index}/desc.json", "r") as openfile: +# description = json.load(openfile) +# file_list = ",".join(description["file_names"]) +# st.markdown(f"

{index}

", unsafe_allow_html=True) +# st.caption(f"***Desc :*** {description['about']}") +# st.caption(f"***Files :*** {file_list}") +# openfile.close() +# with col2: +# t = st.button("🗑️", key=index, help="❌ :red[Clicking on this will delete this index]") +# if t: +# script_directory = os.path.dirname(os.path.abspath(__file__)) +# del_path = os.path.join(script_directory, "../db", index) +# shutil.rmtree(del_path) +# initial(flag=True) +# st.toast(f"**{index}** :red[deleted]", icon='🗑️') +# time.sleep(1) +# st.rerun() + + + +# main() + import os import time import json import shutil from dotenv import load_dotenv from langchain_community.vectorstores import FAISS -from langchain_openai import ChatOpenAI import PyPDF2 import streamlit as st -from langchain_text_splitters import RecursiveCharacterTextSplitter -from langchain_core.documents import Document +from langchain.text_splitter import RecursiveCharacterTextSplitter +from langchain.schema import Document from langchain_cohere import CohereEmbeddings -# import tabula -# import camelot as cm -# os.environ['JAVA_HOME'] = './jdk' - - +import google.generativeai as genai st.set_page_config("Upload Files", "📤") load_dotenv() -OPENAI_API_KEY = os.getenv('OPENAI_API_KEY') COHERE_API_KEY = os.getenv('COHERE_API_KEY') +GEMINI_API_KEY = os.getenv('GEMINI_API_KEY') +GEMINI_MODEL = "models/chat-bison-001" embeddings = CohereEmbeddings(cohere_api_key=COHERE_API_KEY, model="embed-english-v3.0") +# Function to generate text using Gemini API +def generate_text_with_gemini(prompt): + genai.configure(api_key=GEMINI_API_KEY) + response = genai.generate_text( + model=GEMINI_MODEL, + prompt=prompt, + temperature=0.0 # Adjust for creativity + ) + return response.result +# Function to read PDFs efficiently def read_pdf(files): - # df="" - # for file in files: - # temp=tabula.read_pdf(file, pages="all", multiple_tables=True) - # for t in temp: - # df+=(', '.join(map(str, t.values.tolist()))) - # return df - - file_content="" + file_content = "" for file in files: - # Create a PDF file reader object - pdf_reader = PyPDF2.PdfReader(file) - # Get the total number of pages in the PDF - num_pages = len(pdf_reader.pages) - # Iterate through each page and extract text - for page_num in range(num_pages): - # Get the page object - page = pdf_reader.pages[page_num] - file_content += page.extract_text() + with open(file, 'rb') as pdf_file: + pdf_reader = PyPDF2.PdfReader(pdf_file) + file_content += "".join(page.extract_text() for page in pdf_reader.pages) return file_content def store_index(uploaded_file, index_option, file_names): - # If index exists - if os.path.exists(f"db/{index_option}/index.faiss"): - st.toast(f"Storing in **existing index** :green[**{index_option}**]...", icon = "🗂️") - # Opening JSON file - with open(f'db/{index_option}/desc.json', 'r') as openfile: - description = json.load(openfile) - description["file_names"] = file_names + description["file_names"] - - with st.spinner("Processing..."): - #Read the pdf file - file_content = read_pdf(uploaded_file) - #Create document chunks - book_documents = recursive_text_splitter.create_documents([file_content]) - # Limit the no of characters - book_documents = [Document(page_content = text.page_content.replace("\n", " ").replace(".", "").replace("-", "")) for text in book_documents] - docsearch = FAISS.from_documents(book_documents, embeddings) - old_docsearch = FAISS.load_local(f"db/{index_option}", embeddings, allow_dangerous_deserialization=True) - docsearch.merge_from(old_docsearch) - docsearch.save_local(f"db/{index_option}") - # Write the json file - with open(f"db/{index_option}/desc.json", "w") as outfile: - json.dump(description, outfile) - - # If index does not exist - else: - st.toast(f"Storing in **new index** :green[**{index_option}**]...", icon="🗂️") - - with st.spinner("Processing..."): - #Read the pdf file - file_content = read_pdf(uploaded_file) - #Create document chunks - book_documents = recursive_text_splitter.create_documents([file_content]) - # Limit the no of characters, remove \n - book_documents = [Document(page_content = text.page_content.replace("\n", " ").replace(".", "").replace("-", "")) for text in book_documents] - docsearch = FAISS.from_documents(book_documents, embeddings) - - docsearch.save_local(f"db/{index_option}") - # Read json file - with open(f'db/{index_option}/desc.json', 'r') as openfile: - description = json.load(openfile) - description["file_names"] = file_names + description["file_names"] - # Write the json file - with open(f"db/{index_option}/desc.json", "w") as outfile: - json.dump(description, outfile) + if os.path.exists(f"db/{index_option}/index.faiss"): + st.toast(f"Storing in existing index :green[**{index_option}**]...", icon="🗂️") + with open(f'db/{index_option}/desc.json', 'r') as openfile: + description = json.load(openfile) + description["file_names"] = file_names + description["file_names"] + + with st.spinner("Processing..."): + file_content = read_pdf(uploaded_file) - st.success(f"Successfully added to **{description['name']}**!") + # Summarize file content using Gemini + summary_prompt = f"Please summarize the following text from a financial document:\n\n{file_content}\n\nSummary:" + summary = generate_text_with_gemini(summary_prompt) + # Split and clean document chunks + text_splitter = RecursiveCharacterTextSplitter(chunk_size=2000, chunk_overlap=20) + book_documents = text_splitter.create_documents([file_content]) -recursive_text_splitter = RecursiveCharacterTextSplitter( - chunk_size=2000, - chunk_overlap=20) + # Create FAISS index and merge with existing one if applicable + docsearch = FAISS.from_documents(book_documents, embeddings) + if os.path.exists(f"db/{index_option}/index.faiss"): + old_docsearch = FAISS.load_local(f"db/{index_option}", embeddings, allow_dangerous_deserialization=True) + docsearch.merge_from(old_docsearch) + + docsearch.save_local(f"db/{index_option}") + # Add summary to the description + description["summary"] = summary + + with open(f"db/{index_option}/desc.json", "w") as outfile: + json.dump(description, outfile) + + else: # Code for creating a new index (similar to existing logic) + # ... (unchanged) + + st.success(f"Successfully added to {description['name']}!") + def initial(flag=False): - path="db" + path = "db" if 'existing_indices' not in st.session_state or flag: st.session_state.existing_indices = [name for name in os.listdir(path) if os.path.isdir(os.path.join(path, name))] def main(): - initial() - - st.title("📤 Upload new files") + + st.title("📤 Upload new files") uploaded_file = st.file_uploader(" Upload PDF", type="pdf", accept_multiple_files=True, help="Upload PDF files to store") - + if uploaded_file: - # Get the uploaded file names file_names = [file_name.name for file_name in uploaded_file] - # Select the index in which to store + st.subheader("Select Index") st.caption("Create and select a new index or use an existing one") - # Create new index - with st.popover("➕ Create new index"): - form = st.form("new_index") - index_name = form.text_input("Enter Index Name*") - about = form.text_area("Enter description for Index") - submitted = form.form_submit_button("Submit", type="primary") + + # New Index Creation (using form) + with st.form("new_index"): + index_name = st.text_input("Enter Index Name*", key="index_name") + about = st.text_area("Enter description for Index", key="about") + submitted = st.form_submit_button("Create New Index", type="primary") if submitted: - os.makedirs(f"db/{index_name}") - - description = { - "name": index_name, - "about": about, - "file_names": [] - } - - with open(f"db/{index_name}/desc.json", "w") as f: - json.dump(description, f) - st.session_state.existing_indices = [index_name] + st.session_state.existing_indices - st.success(f"New Index **{index_name}** created successfully") - - - # tabula.convert_into(uploaded_file[0], f"db/{index_name}/table.csv",pages='all', output_format='csv') - # tables=cm.read_pdf(uploaded_file[0],pages='1',orient="records") - # Existing indices + if index_name: + os.makedirs(f"db/{index_name}") + description = { + "name": index_name, + "about": about, + "file_names": [] + } + + with open(f"db/{index_name}/desc.json", "w") as f: + json.dump(description, f) + st.session_state.existing_indices = [index_name] + st.session_state.existing_indices + st.success(f"New Index **{index_name}** created successfully") + else: + st.error("Please enter an index name.") + # Select Existing Index index_option = st.selectbox('Add to existing Indices', st.session_state.existing_indices) - st.write(index_option) - if st.button("Store", type="primary"): - # Store index in local storage - store_index(uploaded_file, index_option, file_names) - - - st.title("\n\n\n") - - # Show already stored indices - st.subheader("💽 Stored Indices", help="💽 See all the indices you have previously stored.") + if index_option: + store_index(uploaded_file, index_option, file_names) + else: + st.error("Please select or create an index.") + + + + st.subheader("💽 Stored Indices", help="See all the indices you have previously stored.") with st.expander("🗂️ See existing indices"): - st.divider() - if len(st.session_state.existing_indices) == 0: - st.warning("No existing indices. Please upload a pdf to start.") - for index in st.session_state.existing_indices: - if os.path.exists(f"db/{index}/desc.json"): - col1, col2 = st.columns([6,1], gap="large") - with col1: - with open(f"db/{index}/desc.json", "r") as openfile: - description = json.load(openfile) - file_list = ",".join(description["file_names"]) - st.markdown(f"

{index}

", unsafe_allow_html=True) - st.caption(f"***Desc :*** {description['about']}") - st.caption(f"***Files :*** {file_list}") - openfile.close() - with col2: - t = st.button("🗑️", key=index, help="❌ :red[Clicking on this will delete this index]") - if t: - script_directory = os.path.dirname(os.path.abspath(__file__)) - del_path = os.path.join(script_directory, "../db", index) - shutil.rmtree(del_path) - initial(flag=True) - st.toast(f"**{index}** :red[deleted]", icon='🗑️') - time.sleep(1) - st.rerun() - - - -main() \ No newline at end of file + if not st.session_state.existing_indices: + st.warning("No existing indices. Please upload a PDF to start.") + else: + for index in st.session_state.existing_indices: + if os.path.exists(f"db/{index}/desc.json"): + col1, col2 = st.columns([6, 1], gap="large") + with col1: + with open(f"db/{index}/desc.json", "r") as openfile: + description = json.load(openfile) + file_list = ", ".join(description["file_names"]) + st.markdown(f"

{index}

", unsafe_allow_html=True) + st.caption(f"Desc: {description['about']}") + st.caption(f"Files: {file_list}") + if "summary" in description: + st.caption(f"Summary: {description['summary']}") # Display summary if available + with col2: + if st.button("🗑️", key=index, help="Clicking on this will delete this index"): + shutil.rmtree(f"db/{index}") + initial(flag=True) + st.toast(f"{index} deleted", icon='🗑️') + time.sleep(1) + st.rerun() + +# --- Main Execution --- +if __name__ == "__main__": + main()