From 45ac03ff86dfdf4c30827d498d4f9459191704c9 Mon Sep 17 00:00:00 2001 From: Adrian Lyjak Date: Thu, 18 Sep 2025 12:57:45 -0400 Subject: [PATCH 1/8] adding test-proj --- .env | 3 - .gitignore.jinja | 4 + copier.yaml | 20 +- llama_deploy.yaml | 8 - llama_deploy.yaml.jinja | 8 - pyproject.toml | 25 - pyproject.toml.jinja | 29 +- .../__init__.py | 0 src/{{ project_name_snake }}/clients.py | 52 +++ .../config.py.jinja | 0 .../qa_workflows.py | 249 +++++----- .../__pycache__/__init__.cpython-312.pyc | Bin 159 -> 0 bytes .../__pycache__/clients.cpython-312.pyc | Bin 1440 -> 0 bytes .../__pycache__/qa_workflows.cpython-312.pyc | Bin 19269 -> 0 bytes .../__pycache__/workflows.cpython-312.pyc | Bin 11750 -> 0 bytes src/{{project_name_snake}}/clients.py | 34 -- test-proj/.copier-answers.yml | 6 + test-proj/.gitignore | 4 + test-proj/README.md | 17 + test-proj/pyproject.toml | 33 ++ test-proj/src/test_proj/__init__.py | 0 test-proj/src/test_proj/clients.py | 52 +++ test-proj/src/test_proj/config.py | 2 + test-proj/src/test_proj/qa_workflows.py | 339 ++++++++++++++ test-proj/tests/test_placeholder.py | 2 + test-proj/ui/.gitignore | 4 + test-proj/ui/index.html | 14 + test-proj/ui/package.json | 35 ++ test-proj/ui/postcss.config.mjs | 5 + test-proj/ui/src/App.tsx | 14 + test-proj/ui/src/components/ChatBot.tsx | 436 ++++++++++++++++++ test-proj/ui/src/index.css | 120 +++++ test-proj/ui/src/libs/clients.ts | 32 ++ test-proj/ui/src/libs/config.ts | 2 + test-proj/ui/src/libs/utils.ts | 3 + test-proj/ui/src/main.tsx | 13 + test-proj/ui/src/pages/Home.tsx | 46 ++ test-proj/ui/src/vite-env.d.ts | 16 + test-proj/ui/tsconfig.json | 22 + test-proj/ui/vite.config.ts | 49 ++ 40 files changed, 1469 insertions(+), 229 deletions(-) create mode 100644 .gitignore.jinja delete mode 100644 llama_deploy.yaml delete mode 100644 llama_deploy.yaml.jinja delete mode 100644 pyproject.toml rename src/{{{project_name_snake}} => {{ project_name_snake }}}/__init__.py (100%) create mode 100644 src/{{ project_name_snake }}/clients.py rename src/{{{project_name_snake}} => {{ project_name_snake }}}/config.py.jinja (100%) rename src/{{{project_name_snake}} => {{ project_name_snake }}}/qa_workflows.py (59%) delete mode 100644 src/{{project_name_snake}}/__pycache__/__init__.cpython-312.pyc delete mode 100644 src/{{project_name_snake}}/__pycache__/clients.cpython-312.pyc delete mode 100644 src/{{project_name_snake}}/__pycache__/qa_workflows.cpython-312.pyc delete mode 100644 src/{{project_name_snake}}/__pycache__/workflows.cpython-312.pyc delete mode 100644 src/{{project_name_snake}}/clients.py create mode 100644 test-proj/.copier-answers.yml create mode 100644 test-proj/.gitignore create mode 100644 test-proj/README.md create mode 100644 test-proj/pyproject.toml create mode 100644 test-proj/src/test_proj/__init__.py create mode 100644 test-proj/src/test_proj/clients.py create mode 100644 test-proj/src/test_proj/config.py create mode 100644 test-proj/src/test_proj/qa_workflows.py create mode 100644 test-proj/tests/test_placeholder.py create mode 100644 test-proj/ui/.gitignore create mode 100644 test-proj/ui/index.html create mode 100644 test-proj/ui/package.json create mode 100644 test-proj/ui/postcss.config.mjs create mode 100644 test-proj/ui/src/App.tsx create mode 100644 test-proj/ui/src/components/ChatBot.tsx create mode 100644 test-proj/ui/src/index.css create mode 100644 test-proj/ui/src/libs/clients.ts create mode 100644 test-proj/ui/src/libs/config.ts create mode 100644 test-proj/ui/src/libs/utils.ts create mode 100644 test-proj/ui/src/main.tsx create mode 100644 test-proj/ui/src/pages/Home.tsx create mode 100644 test-proj/ui/src/vite-env.d.ts create mode 100644 test-proj/ui/tsconfig.json create mode 100644 test-proj/ui/vite.config.ts diff --git a/.env b/.env index e578db1..0da2864 100644 --- a/.env +++ b/.env @@ -1,5 +1,2 @@ -# LlamaCloud API configuration -LLAMA_CLOUD_API_KEY=llx-your-api-key-here - # OpenAI API configuration OPENAI_API_KEY=sk-your-openai-api-key-here diff --git a/.gitignore.jinja b/.gitignore.jinja new file mode 100644 index 0000000..06b8b0d --- /dev/null +++ b/.gitignore.jinja @@ -0,0 +1,4 @@ +.env +__pycache__ +workflows.db +.venv diff --git a/copier.yaml b/copier.yaml index 8439d41..e3d6d67 100644 --- a/copier.yaml +++ b/copier.yaml @@ -8,29 +8,17 @@ project_name: Project name must contain only letters, numbers, and dashes {% endif %} -llama_project_id: - type: str - help: What is your Llama Cloud project ID? - default: "" - required: true - -llama_org_id: +project_title: type: str - help: What is your Llama Cloud organization ID? - default: "" - required: true + default: "{{ (project_name.replace('-', ' '))[:1] | upper ~ (project_name.replace('-', ' '))[1:] }}" + when: false # computed variables project_name_snake: type: str default: "{{ project_name.replace('-', '_') }}" when: false - -project_title: - type: str - default: "{{ (project_name.replace('-', ' '))[:1] | upper ~ (project_name.replace('-', ' '))[1:] }}" - when: false - + _exclude: - "test-proj" - ".git" diff --git a/llama_deploy.yaml b/llama_deploy.yaml deleted file mode 100644 index 1654876..0000000 --- a/llama_deploy.yaml +++ /dev/null @@ -1,8 +0,0 @@ -env_files: - - ".env" -llama_cloud: true -workflows: - upload: "document-qa.qa_workflows:DocumentUploadWorkflow" - chat: "document-qa.qa_workflows:ChatWorkflow" -ui: - directory: ui diff --git a/llama_deploy.yaml.jinja b/llama_deploy.yaml.jinja deleted file mode 100644 index be93469..0000000 --- a/llama_deploy.yaml.jinja +++ /dev/null @@ -1,8 +0,0 @@ -env_files: - - ".env" -llama_cloud: true -workflows: - upload: "{{project_name_snake}}.qa_workflows:DocumentUploadWorkflow" - chat: "{{project_name_snake}}.qa_workflows:ChatWorkflow" -ui: - directory: ui diff --git a/pyproject.toml b/pyproject.toml deleted file mode 100644 index 5fbb656..0000000 --- a/pyproject.toml +++ /dev/null @@ -1,25 +0,0 @@ -[project] -name = "document-qa" -version = "0.1.0" -description = "Add your description here" -readme = "README.md" -authors = [ - { name = "Terry Zhao", email = "terry@runllama.ai" } -] -requires-python = ">=3.12" -dependencies = [ - "llama-index-workflows>=2.2.0", - "python-cowsay>=1.2.1", - "llama-cloud-services>=0.6.0", - "llama-index-core>=0.12.0", - "llama-index-llms-openai>=0.3.0", - "llama-index-embeddings-openai>=0.3.0", - "python-dotenv>=1.0.1", -] - -[build-system] -requires = ["hatchling"] -build-backend = "hatchling.build" - -[dependency-groups] -dev = [] diff --git a/pyproject.toml.jinja b/pyproject.toml.jinja index e4a2fc3..762dd75 100644 --- a/pyproject.toml.jinja +++ b/pyproject.toml.jinja @@ -1,20 +1,17 @@ [project] -name = "{{project_name_snake}}" +name = "{{ project_name_snake }}" version = "0.1.0" description = "Add your description here" readme = "README.md" -authors = [ - { name = "Terry Zhao", email = "terry@runllama.ai" } -] +authors = [] requires-python = ">=3.12" dependencies = [ - "llama-index-workflows>=2.2.0", - "python-cowsay>=1.2.1", - "llama-cloud-services>=0.6.0", - "llama-index-core>=0.12.0", - "llama-index-llms-openai>=0.3.0", - "llama-index-embeddings-openai>=0.3.0", - "python-dotenv>=1.0.1", + "llama-index-workflows>=2.2.0,<3.0.0", + "llama-cloud-services>=0.6.68", + "llama-index-core>=0.14.0", + "llama-index-llms-openai>=0.5.6", + "llama-index-embeddings-openai>=0.5.1", + "python-dotenv>=1.1.1", ] [build-system] @@ -24,3 +21,13 @@ build-backend = "hatchling.build" [dependency-groups] dev = [] +[tool.llamadeploy] +env-files = [".env"] +llama_cloud = true + +[tool.llamadeploy.ui] +directory = "./ui" + +[tool.llamadeploy.workflows] +upload = "test_proj.qa_workflows:upload" +chat = "test_proj.qa_workflows:chat" diff --git a/src/{{project_name_snake}}/__init__.py b/src/{{ project_name_snake }}/__init__.py similarity index 100% rename from src/{{project_name_snake}}/__init__.py rename to src/{{ project_name_snake }}/__init__.py diff --git a/src/{{ project_name_snake }}/clients.py b/src/{{ project_name_snake }}/clients.py new file mode 100644 index 0000000..9f8d0d8 --- /dev/null +++ b/src/{{ project_name_snake }}/clients.py @@ -0,0 +1,52 @@ +import functools +import os +import httpx + +from llama_cloud.client import AsyncLlamaCloud +from llama_cloud_services import LlamaParse + +# deployed agents may infer their name from the deployment name +# Note: Make sure that an agent deployment with this name actually exists +# otherwise calls to get or set data will fail. You may need to adjust the `or ` +# name for development +DEPLOYMENT_NAME = os.getenv("LLAMA_DEPLOY_DEPLOYMENT_NAME") +# required for all llama cloud calls +LLAMA_CLOUD_API_KEY = os.environ["LLAMA_CLOUD_API_KEY"] +# get this in case running against a different environment than production +LLAMA_CLOUD_BASE_URL = os.getenv("LLAMA_CLOUD_BASE_URL") +LLAMA_CLOUD_PROJECT_ID = os.getenv("LLAMA_DEPLOY_PROJECT_ID") +INDEX_NAME = "document_qa_index" + + +def get_custom_client() -> httpx.AsyncClient: + return httpx.AsyncClient( + timeout=60, + headers={"Project-Id": LLAMA_CLOUD_PROJECT_ID} + if LLAMA_CLOUD_PROJECT_ID + else None, + ) + + +@functools.cache +def get_llama_cloud_client() -> AsyncLlamaCloud: + return AsyncLlamaCloud( + base_url=LLAMA_CLOUD_BASE_URL, + token=LLAMA_CLOUD_API_KEY, + httpx_client=get_custom_client(), + ) + + +@functools.cache +def get_llama_parse_client() -> LlamaParse: + return LlamaParse( + parse_mode="parse_page_with_agent", + model="openai-gpt-4-1-mini", + high_res_ocr=True, + adaptive_long_table=True, + outlined_table_extraction=True, + output_tables_as_HTML=True, + result_type="markdown", + api_key=LLAMA_CLOUD_API_KEY, + project_id=LLAMA_CLOUD_PROJECT_ID, + custom_client=get_custom_client(), + ) diff --git a/src/{{project_name_snake}}/config.py.jinja b/src/{{ project_name_snake }}/config.py.jinja similarity index 100% rename from src/{{project_name_snake}}/config.py.jinja rename to src/{{ project_name_snake }}/config.py.jinja diff --git a/src/{{project_name_snake}}/qa_workflows.py b/src/{{ project_name_snake }}/qa_workflows.py similarity index 59% rename from src/{{project_name_snake}}/qa_workflows.py rename to src/{{ project_name_snake }}/qa_workflows.py index 96feecb..cde304a 100644 --- a/src/{{project_name_snake}}/qa_workflows.py +++ b/src/{{ project_name_snake }}/qa_workflows.py @@ -7,21 +7,31 @@ import tempfile from llama_index.core.chat_engine.types import BaseChatEngine, ChatMode from workflows import Workflow, step, Context -from workflows.events import StartEvent, StopEvent, Event, InputRequiredEvent, HumanResponseEvent +from workflows.events import ( + StartEvent, + StopEvent, + Event, + InputRequiredEvent, + HumanResponseEvent, +) from workflows.retry_policy import ConstantDelayRetryPolicy -from workflows.server import WorkflowServer -from llama_cloud_services import LlamaParse, LlamaCloudIndex +from llama_cloud_services import LlamaCloudIndex from llama_index.core import Settings from llama_index.llms.openai import OpenAI from llama_index.embeddings.openai import OpenAIEmbedding from llama_index.core.memory import ChatMemoryBuffer -from dotenv import load_dotenv -from .clients import get_custom_client, get_llama_cloud_client -from .config import PROJECT_ID, ORGANIZATION_ID -# Load environment variables -load_dotenv() +from .clients import ( + INDEX_NAME, + LLAMA_CLOUD_API_KEY, + LLAMA_CLOUD_BASE_URL, + get_custom_client, + get_llama_cloud_client, + get_llama_parse_client, + LLAMA_CLOUD_PROJECT_ID, +) + logger = logging.getLogger(__name__) @@ -30,57 +40,45 @@ class FileEvent(StartEvent): file_id: str index_name: str + class DownloadFileEvent(Event): file_id: str + class FileDownloadedEvent(Event): file_id: str file_path: str filename: str + class ChatEvent(StartEvent): index_name: str session_id: str + # Configure LLM and embedding model Settings.llm = OpenAI(model="gpt-4", temperature=0.1) Settings.embed_model = OpenAIEmbedding(model="text-embedding-3-small") custom_client = get_custom_client() + class DocumentUploadWorkflow(Workflow): """Workflow to upload and index documents using LlamaParse and LlamaCloud Index""" - + def __init__(self, **kwargs): super().__init__(**kwargs) # Get API key with validation - api_key = os.getenv("LLAMA_CLOUD_API_KEY") - if not api_key: - logger.warning("Warning: LLAMA_CLOUD_API_KEY not found in environment. Document upload will not work.") - self.parser = None - else: - # Initialize LlamaParse with recommended settings - logger.info(f"Initializing LlamaParse with API key: {api_key}") - self.parser = LlamaParse( - parse_mode="parse_page_with_agent", - model="openai-gpt-4-1-mini", - high_res_ocr=True, - adaptive_long_table=True, - outlined_table_extraction=True, - output_tables_as_HTML=True, - result_type="markdown", - api_key=api_key, - project_id=PROJECT_ID, - organization_id=ORGANIZATION_ID, - custom_client=custom_client - ) + + # Initialize LlamaParse with recommended settings + self.parser = get_llama_parse_client() @step(retry_policy=ConstantDelayRetryPolicy(maximum_attempts=3, delay=10)) async def run_file(self, event: FileEvent, ctx: Context) -> DownloadFileEvent: logger.info(f"Running file {event.file_id}") await ctx.store.set("index_name", event.index_name) return DownloadFileEvent(file_id=event.file_id) - + @step(retry_policy=ConstantDelayRetryPolicy(maximum_attempts=3, delay=10)) async def download_file( self, event: DownloadFileEvent, ctx: Context @@ -114,78 +112,61 @@ async def download_file( logger.error(f"Error downloading file {event.file_id}: {e}", exc_info=True) raise e - @step async def parse_document(self, ev: FileDownloadedEvent, ctx: Context) -> StopEvent: """Parse document and index it to LlamaCloud""" try: logger.info(f"Parsing document {ev.file_id}") - # Check if parser is initialized - if not self.parser: - return StopEvent(result={ - "success": False, - "error": "LLAMA_CLOUD_API_KEY not configured. Please set it in your .env file." - }) - # Get file path or content from event file_path = ev.file_path file_name = file_path.split("/")[-1] index_name = await ctx.store.get("index_name") - + # Parse the document if file_path: # Parse from file path result = await self.parser.aparse(file_path) - + # Get parsed documents documents = result.get_text_documents() - + # Create or connect to LlamaCloud Index - try: - logger.info(f"Connecting to existing index {index_name}") - # Try to connect to existing index - index = LlamaCloudIndex( - name=index_name, - project_id=PROJECT_ID, - organization_id=ORGANIZATION_ID, - api_key=os.getenv("LLAMA_CLOUD_API_KEY"), - custom_client=custom_client - ) - for document in documents: - index.insert(document) - except Exception: - # Create new index if doesn't exist - logger.info(f"Creating new index {index_name}") - index = LlamaCloudIndex.from_documents( - documents=documents, - name=index_name, - project_id=PROJECT_ID, - organization_id=ORGANIZATION_ID, - api_key=os.getenv("LLAMA_CLOUD_API_KEY"), - show_progress=True, - custom_client=custom_client - ) - - return StopEvent(result={ - "success": True, - "index_name": index_name, - "index_url": f"https://cloud.llamaindex.ai/projects/{PROJECT_ID}/indexes/{index.id}", - "document_count": len(documents), - "file_name": file_name, - "message": f"Successfully indexed {len(documents)} documents to '{index_name}'" - }) - + index = LlamaCloudIndex.create_index( + documents=documents, + name=index_name, + project_id=LLAMA_CLOUD_PROJECT_ID, + api_key=LLAMA_CLOUD_API_KEY, + base_url=LLAMA_CLOUD_BASE_URL, + show_progress=True, + custom_client=custom_client, + ) + + # Insert documents to index + logger.info(f"Inserting {len(documents)} documents to {index_name}") + for document in documents: + index.insert(document) + + return StopEvent( + result={ + "success": True, + "index_name": index_name, + "document_count": len(documents), + "index_url": f"https://cloud.llamaindex.ai/projects/{LLAMA_CLOUD_PROJECT_ID}/indexes/{index.id}", + "file_name": file_name, + "message": f"Successfully indexed {len(documents)} documents to '{index_name}'", + } + ) + except Exception as e: logger.error(e.stack_trace) - return StopEvent(result={ - "success": False, - "error": str(e), - "stack_trace": e.stack_trace - }) + return StopEvent( + result={"success": False, "error": str(e), "stack_trace": e.stack_trace} + ) class ChatResponseEvent(Event): """Event emitted when chat engine generates a response""" + response: str sources: list query: str @@ -193,6 +174,7 @@ class ChatResponseEvent(Event): class ChatDeltaEvent(Event): """Streaming delta for incremental response output""" + delta: str @@ -201,7 +183,9 @@ class ChatWorkflow(Workflow): def __init__(self, **kwargs): super().__init__(**kwargs) - self.chat_engines: dict[str, BaseChatEngine] = {} # Cache chat engines per index + self.chat_engines: dict[ + str, BaseChatEngine + ] = {} # Cache chat engines per index @step async def initialize_chat(self, ev: ChatEvent, ctx: Context) -> InputRequiredEvent: @@ -225,10 +209,10 @@ async def initialize_chat(self, ev: ChatEvent, ctx: Context) -> InputRequiredEve # Connect to LlamaCloud Index index = LlamaCloudIndex( name=index_name, - project_id=PROJECT_ID, - organization_id=ORGANIZATION_ID, - api_key=os.getenv("LLAMA_CLOUD_API_KEY"), - custom_client=custom_client + project_id=LLAMA_CLOUD_PROJECT_ID, + api_key=LLAMA_CLOUD_API_KEY, + base_url=LLAMA_CLOUD_BASE_URL, + async_httpx_client=custom_client, ) # Create chat engine with memory @@ -252,13 +236,17 @@ async def initialize_chat(self, ev: ChatEvent, ctx: Context) -> InputRequiredEve ) except Exception as e: - return StopEvent(result={ - "success": False, - "error": f"Failed to initialize chat: {str(e)}" - }) + return StopEvent( + result={ + "success": False, + "error": f"Failed to initialize chat: {str(e)}", + } + ) @step - async def process_user_response(self, ev: HumanResponseEvent, ctx: Context) -> InputRequiredEvent | HumanResponseEvent | StopEvent | None: + async def process_user_response( + self, ev: HumanResponseEvent, ctx: Context + ) -> InputRequiredEvent | HumanResponseEvent | StopEvent | None: """Process user input and generate response""" try: logger.info(f"Processing user response {ev.response}") @@ -268,13 +256,17 @@ async def process_user_response(self, ev: HumanResponseEvent, ctx: Context) -> I # Check for exit command if user_input.lower() == "exit": - logger.info(f"User input is exit") - conversation_history = await ctx.store.get("conversation_history", default=[]) - return StopEvent(result={ - "success": True, - "message": "Chat session ended.", - "conversation_history": conversation_history - }) + logger.info("User input is exit") + conversation_history = await ctx.store.get( + "conversation_history", default=[] + ) + return StopEvent( + result={ + "success": True, + "message": "Chat session ended.", + "conversation_history": conversation_history, + } + ) # Get session info from context index_name = await ctx.store.get("index_name") @@ -295,29 +287,43 @@ async def process_user_response(self, ev: HumanResponseEvent, ctx: Context) -> I # Extract source nodes for citations sources = [] - if hasattr(stream_response, 'source_nodes'): + if hasattr(stream_response, "source_nodes"): for node in stream_response.source_nodes: - sources.append({ - "text": node.text[:200] + "..." if len(node.text) > 200 else node.text, - "score": node.score if hasattr(node, 'score') else None, - "metadata": node.metadata if hasattr(node, 'metadata') else {} - }) + sources.append( + { + "text": node.text[:200] + "..." + if len(node.text) > 200 + else node.text, + "score": node.score if hasattr(node, "score") else None, + "metadata": node.metadata + if hasattr(node, "metadata") + else {}, + } + ) # Update conversation history - conversation_history = await ctx.store.get("conversation_history", default=[]) - conversation_history.append({ - "query": user_input, - "response": full_text.strip() if full_text else str(stream_response), - "sources": sources - }) + conversation_history = await ctx.store.get( + "conversation_history", default=[] + ) + conversation_history.append( + { + "query": user_input, + "response": full_text.strip() + if full_text + else str(stream_response), + "sources": sources, + } + ) await ctx.store.set("conversation_history", conversation_history) # After streaming completes, emit a summary response event to stream for frontend/main printing - ctx.write_event_to_stream(ChatResponseEvent( - response=full_text.strip() if full_text else str(stream_response), - sources=sources, - query=user_input, - )) + ctx.write_event_to_stream( + ChatResponseEvent( + response=full_text.strip() if full_text else str(stream_response), + sources=sources, + query=user_input, + ) + ) # Prompt for next input return InputRequiredEvent( @@ -325,14 +331,9 @@ async def process_user_response(self, ev: HumanResponseEvent, ctx: Context) -> I ) except Exception as e: - return StopEvent(result={ - "success": False, - "error": f"Error processing query: {str(e)}" - }) - - + return StopEvent( + result={"success": False, "error": f"Error processing query: {str(e)}"} + ) -# Create workflow server -app = WorkflowServer() -app.add_workflow("upload", DocumentUploadWorkflow(timeout=300)) -app.add_workflow("chat", ChatWorkflow(timeout=None)) +upload = DocumentUploadWorkflow(timeout=None) +chat = ChatWorkflow(timeout=None) \ No newline at end of file diff --git a/src/{{project_name_snake}}/__pycache__/__init__.cpython-312.pyc b/src/{{project_name_snake}}/__pycache__/__init__.cpython-312.pyc deleted file mode 100644 index 5f8b8bb387170437150fb1b0f6ddb04d37014dd3..0000000000000000000000000000000000000000 GIT binary patch literal 0 HcmV?d00001 literal 159 zcmX@j%ge<81b1d0&H&MmK?FMZ%mNgd&QQsq$>_I|p@<2{`wUX^%T7PEIJKx)za+J& zsIn>}F<-wtzbIQjB|o_|H#M)MShp}yzqlwFE)Wmo$H!;pWtPOp>lIYq;;_lhPbtkw YwJTx;8pjC4#URE`ZGrYj2nx 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deployment name -# Note: Make sure that an agent deployment with this name actually exists -# otherwise calls to get or set data will fail. You may need to adjust the `or ` -# name for development -agent_name = os.getenv("LLAMA_DEPLOY_DEPLOYMENT_NAME") -agent_name_or_default = agent_name or "test-proj" -# required for all llama cloud calls -api_key = os.environ["LLAMA_CLOUD_API_KEY"] -# get this in case running against a different environment than production -base_url = os.getenv("LLAMA_CLOUD_BASE_URL") -project_id = os.getenv("LLAMA_DEPLOY_PROJECT_ID") - - -def get_custom_client(): - return httpx.AsyncClient( - timeout=60, headers={"Project-Id": project_id} if project_id else None - ) - -@functools.lru_cache(maxsize=None) -def get_llama_cloud_client(): - return AsyncLlamaCloud( - base_url=base_url, - token=api_key, - httpx_client=get_custom_client(), - ) diff --git a/test-proj/.copier-answers.yml b/test-proj/.copier-answers.yml new file mode 100644 index 0000000..8463373 --- /dev/null +++ b/test-proj/.copier-answers.yml @@ -0,0 +1,6 @@ +# Changes here will be overwritten by Copier; NEVER EDIT MANUALLY +_commit: '2405947' +_src_path: . +llama_org_id: asdf +llama_project_id: asdf +project_name: test-proj diff --git a/test-proj/.gitignore b/test-proj/.gitignore new file mode 100644 index 0000000..5da78ab --- /dev/null +++ b/test-proj/.gitignore @@ -0,0 +1,4 @@ +.env +__pycache__ +workflows.db +.venv \ No newline at end of file diff --git a/test-proj/README.md b/test-proj/README.md new file mode 100644 index 0000000..92d1b72 --- /dev/null +++ b/test-proj/README.md @@ -0,0 +1,17 @@ +# Document Q&A Application + +A document question-answering application built with LlamaIndex workflows and LlamaCloud services. + + +This application uses LlamaDeploy. For more information see [the docs](https://developers.llamaindex.ai/python/cloud/llamadeploy/getting-started) + +# Getting Started + +1. install `uv` if you haven't `brew install uv` +2. run `uvx llamactl serve` +3. Visit http://localhost:4501/docs and see workflow APIs + + +# Organization + +- `src` contains python workflow sources. The name of the deployment here is defined as `document-qa`requests. See http://localhost:4501/docs for openAPI docs diff --git a/test-proj/pyproject.toml b/test-proj/pyproject.toml new file mode 100644 index 0000000..59ce3a5 --- /dev/null +++ b/test-proj/pyproject.toml @@ -0,0 +1,33 @@ +[project] +name = "test_proj" +version = "0.1.0" +description = "Add your description here" +readme = "README.md" +authors = [] +requires-python = ">=3.12" +dependencies = [ + "llama-index-workflows>=2.2.0,<3.0.0", + "llama-cloud-services>=0.6.68", + "llama-index-core>=0.14.0", + "llama-index-llms-openai>=0.5.6", + "llama-index-embeddings-openai>=0.5.1", + "python-dotenv>=1.1.1", +] + +[build-system] +requires = ["hatchling"] +build-backend = "hatchling.build" + +[dependency-groups] +dev = [] + +[tool.llamadeploy] +env-files = [".env"] +llama_cloud = true + +[tool.llamadeploy.ui] +directory = "./ui" + +[tool.llamadeploy.workflows] +upload = "test_proj.qa_workflows:upload" +chat = "test_proj.qa_workflows:chat" diff --git a/test-proj/src/test_proj/__init__.py b/test-proj/src/test_proj/__init__.py new file mode 100644 index 0000000..e69de29 diff --git a/test-proj/src/test_proj/clients.py b/test-proj/src/test_proj/clients.py new file mode 100644 index 0000000..9f8d0d8 --- /dev/null +++ b/test-proj/src/test_proj/clients.py @@ -0,0 +1,52 @@ +import functools +import os +import httpx + +from llama_cloud.client import AsyncLlamaCloud +from llama_cloud_services import LlamaParse + +# deployed agents may infer their name from the deployment name +# Note: Make sure that an agent deployment with this name actually exists +# otherwise calls to get or set data will fail. You may need to adjust the `or ` +# name for development +DEPLOYMENT_NAME = os.getenv("LLAMA_DEPLOY_DEPLOYMENT_NAME") +# required for all llama cloud calls +LLAMA_CLOUD_API_KEY = os.environ["LLAMA_CLOUD_API_KEY"] +# get this in case running against a different environment than production +LLAMA_CLOUD_BASE_URL = os.getenv("LLAMA_CLOUD_BASE_URL") +LLAMA_CLOUD_PROJECT_ID = os.getenv("LLAMA_DEPLOY_PROJECT_ID") +INDEX_NAME = "document_qa_index" + + +def get_custom_client() -> httpx.AsyncClient: + return httpx.AsyncClient( + timeout=60, + headers={"Project-Id": LLAMA_CLOUD_PROJECT_ID} + if LLAMA_CLOUD_PROJECT_ID + else None, + ) + + +@functools.cache +def get_llama_cloud_client() -> AsyncLlamaCloud: + return AsyncLlamaCloud( + base_url=LLAMA_CLOUD_BASE_URL, + token=LLAMA_CLOUD_API_KEY, + httpx_client=get_custom_client(), + ) + + +@functools.cache +def get_llama_parse_client() -> LlamaParse: + return LlamaParse( + parse_mode="parse_page_with_agent", + model="openai-gpt-4-1-mini", + high_res_ocr=True, + adaptive_long_table=True, + outlined_table_extraction=True, + output_tables_as_HTML=True, + result_type="markdown", + api_key=LLAMA_CLOUD_API_KEY, + project_id=LLAMA_CLOUD_PROJECT_ID, + custom_client=get_custom_client(), + ) diff --git a/test-proj/src/test_proj/config.py b/test-proj/src/test_proj/config.py new file mode 100644 index 0000000..0df6766 --- /dev/null +++ b/test-proj/src/test_proj/config.py @@ -0,0 +1,2 @@ +PROJECT_ID = "asdf" +ORGANIZATION_ID = "asdf" \ No newline at end of file diff --git a/test-proj/src/test_proj/qa_workflows.py b/test-proj/src/test_proj/qa_workflows.py new file mode 100644 index 0000000..cde304a --- /dev/null +++ b/test-proj/src/test_proj/qa_workflows.py @@ -0,0 +1,339 @@ +import logging +import os +import uuid + +import httpx +from llama_cloud.types import RetrievalMode +import tempfile +from llama_index.core.chat_engine.types import BaseChatEngine, ChatMode +from workflows import Workflow, step, Context +from workflows.events import ( + StartEvent, + StopEvent, + Event, + InputRequiredEvent, + HumanResponseEvent, +) +from workflows.retry_policy import ConstantDelayRetryPolicy + +from llama_cloud_services import LlamaCloudIndex +from llama_index.core import Settings +from llama_index.llms.openai import OpenAI +from llama_index.embeddings.openai import OpenAIEmbedding +from llama_index.core.memory import ChatMemoryBuffer + +from .clients import ( + INDEX_NAME, + LLAMA_CLOUD_API_KEY, + LLAMA_CLOUD_BASE_URL, + get_custom_client, + get_llama_cloud_client, + get_llama_parse_client, + LLAMA_CLOUD_PROJECT_ID, +) + + +logger = logging.getLogger(__name__) + + +class FileEvent(StartEvent): + file_id: str + index_name: str + + +class DownloadFileEvent(Event): + file_id: str + + +class FileDownloadedEvent(Event): + file_id: str + file_path: str + filename: str + + +class ChatEvent(StartEvent): + index_name: str + session_id: str + + +# Configure LLM and embedding model +Settings.llm = OpenAI(model="gpt-4", temperature=0.1) +Settings.embed_model = OpenAIEmbedding(model="text-embedding-3-small") + +custom_client = get_custom_client() + + +class DocumentUploadWorkflow(Workflow): + """Workflow to upload and index documents using LlamaParse and LlamaCloud Index""" + + def __init__(self, **kwargs): + super().__init__(**kwargs) + # Get API key with validation + + # Initialize LlamaParse with recommended settings + self.parser = get_llama_parse_client() + + @step(retry_policy=ConstantDelayRetryPolicy(maximum_attempts=3, delay=10)) + async def run_file(self, event: FileEvent, ctx: Context) -> DownloadFileEvent: + logger.info(f"Running file {event.file_id}") + await ctx.store.set("index_name", event.index_name) + return DownloadFileEvent(file_id=event.file_id) + + @step(retry_policy=ConstantDelayRetryPolicy(maximum_attempts=3, delay=10)) + async def download_file( + self, event: DownloadFileEvent, ctx: Context + ) -> FileDownloadedEvent: + """Download the file reference from the cloud storage""" + logger.info(f"Downloading file {event.file_id}") + try: + file_metadata = await get_llama_cloud_client().files.get_file( + id=event.file_id + ) + file_url = await get_llama_cloud_client().files.read_file_content( + event.file_id + ) + + temp_dir = tempfile.gettempdir() + filename = file_metadata.name + file_path = os.path.join(temp_dir, filename) + client = httpx.AsyncClient() + # Report progress to the UI + logger.info(f"Downloading file {file_url.url} to {file_path}") + + async with client.stream("GET", file_url.url) as response: + with open(file_path, "wb") as f: + async for chunk in response.aiter_bytes(): + f.write(chunk) + logger.info(f"Downloaded file {file_url.url} to {file_path}") + return FileDownloadedEvent( + file_id=event.file_id, file_path=file_path, filename=filename + ) + except Exception as e: + logger.error(f"Error downloading file {event.file_id}: {e}", exc_info=True) + raise e + + @step + async def parse_document(self, ev: FileDownloadedEvent, ctx: Context) -> StopEvent: + """Parse document and index it to LlamaCloud""" + try: + logger.info(f"Parsing document {ev.file_id}") + # Get file path or content from event + file_path = ev.file_path + file_name = file_path.split("/")[-1] + index_name = await ctx.store.get("index_name") + + # Parse the document + if file_path: + # Parse from file path + result = await self.parser.aparse(file_path) + + # Get parsed documents + documents = result.get_text_documents() + + # Create or connect to LlamaCloud Index + index = LlamaCloudIndex.create_index( + documents=documents, + name=index_name, + project_id=LLAMA_CLOUD_PROJECT_ID, + api_key=LLAMA_CLOUD_API_KEY, + base_url=LLAMA_CLOUD_BASE_URL, + show_progress=True, + custom_client=custom_client, + ) + + # Insert documents to index + logger.info(f"Inserting {len(documents)} documents to {index_name}") + for document in documents: + index.insert(document) + + return StopEvent( + result={ + "success": True, + "index_name": index_name, + "document_count": len(documents), + "index_url": f"https://cloud.llamaindex.ai/projects/{LLAMA_CLOUD_PROJECT_ID}/indexes/{index.id}", + "file_name": file_name, + "message": f"Successfully indexed {len(documents)} documents to '{index_name}'", + } + ) + + except Exception as e: + logger.error(e.stack_trace) + return StopEvent( + result={"success": False, "error": str(e), "stack_trace": e.stack_trace} + ) + + +class ChatResponseEvent(Event): + """Event emitted when chat engine generates a response""" + + response: str + sources: list + query: str + + +class ChatDeltaEvent(Event): + """Streaming delta for incremental response output""" + + delta: str + + +class ChatWorkflow(Workflow): + """Workflow to handle continuous chat queries against indexed documents""" + + def __init__(self, **kwargs): + super().__init__(**kwargs) + self.chat_engines: dict[ + str, BaseChatEngine + ] = {} # Cache chat engines per index + + @step + async def initialize_chat(self, ev: ChatEvent, ctx: Context) -> InputRequiredEvent: + """Initialize the chat session and request first input""" + try: + logger.info(f"Initializing chat {ev.index_name}") + index_name = ev.index_name + session_id = ev.session_id + + # Store session info in context + await ctx.store.set("index_name", index_name) + await ctx.store.set("session_id", session_id) + await ctx.store.set("conversation_history", []) + + # Create cache key for chat engine + cache_key = f"{index_name}_{session_id}" + + # Initialize chat engine if not exists + if cache_key not in self.chat_engines: + logger.info(f"Initializing chat engine {cache_key}") + # Connect to LlamaCloud Index + index = LlamaCloudIndex( + name=index_name, + project_id=LLAMA_CLOUD_PROJECT_ID, + api_key=LLAMA_CLOUD_API_KEY, + base_url=LLAMA_CLOUD_BASE_URL, + async_httpx_client=custom_client, + ) + + # Create chat engine with memory + memory = ChatMemoryBuffer.from_defaults(token_limit=3900) + self.chat_engines[cache_key] = index.as_chat_engine( + chat_mode=ChatMode.CONTEXT, + memory=memory, + llm=Settings.llm, + context_prompt=( + "You are a helpful assistant that answers questions based on the provided documents. " + "Always cite specific information from the documents when answering. " + "If you cannot find the answer in the documents, say so clearly." + ), + verbose=False, + retriever_mode=RetrievalMode.CHUNKS, + ) + + # Request first user input + return InputRequiredEvent( + prefix="Chat initialized. Ask a question (or type 'exit' to quit): " + ) + + except Exception as e: + return StopEvent( + result={ + "success": False, + "error": f"Failed to initialize chat: {str(e)}", + } + ) + + @step + async def process_user_response( + self, ev: HumanResponseEvent, ctx: Context + ) -> InputRequiredEvent | HumanResponseEvent | StopEvent | None: + """Process user input and generate response""" + try: + logger.info(f"Processing user response {ev.response}") + user_input = ev.response.strip() + + logger.info(f"User input: {user_input}") + + # Check for exit command + if user_input.lower() == "exit": + logger.info("User input is exit") + conversation_history = await ctx.store.get( + "conversation_history", default=[] + ) + return StopEvent( + result={ + "success": True, + "message": "Chat session ended.", + "conversation_history": conversation_history, + } + ) + + # Get session info from context + index_name = await ctx.store.get("index_name") + session_id = await ctx.store.get("session_id") + cache_key = f"{index_name}_{session_id}" + + # Get chat engine + chat_engine = self.chat_engines[cache_key] + + # Process query with chat engine (streaming) + stream_response = await chat_engine.astream_chat(user_input) + full_text = "" + + # Emit streaming deltas to the event stream + async for token in stream_response.async_response_gen(): + full_text += token + ctx.write_event_to_stream(ChatDeltaEvent(delta=token)) + + # Extract source nodes for citations + sources = [] + if hasattr(stream_response, "source_nodes"): + for node in stream_response.source_nodes: + sources.append( + { + "text": node.text[:200] + "..." + if len(node.text) > 200 + else node.text, + "score": node.score if hasattr(node, "score") else None, + "metadata": node.metadata + if hasattr(node, "metadata") + else {}, + } + ) + + # Update conversation history + conversation_history = await ctx.store.get( + "conversation_history", default=[] + ) + conversation_history.append( + { + "query": user_input, + "response": full_text.strip() + if full_text + else str(stream_response), + "sources": sources, + } + ) + await ctx.store.set("conversation_history", conversation_history) + + # After streaming completes, emit a summary response event to stream for frontend/main printing + ctx.write_event_to_stream( + ChatResponseEvent( + response=full_text.strip() if full_text else str(stream_response), + sources=sources, + query=user_input, + ) + ) + + # Prompt for next input + return InputRequiredEvent( + prefix="\nAsk another question (or type 'exit' to quit): " + ) + + except Exception as e: + return StopEvent( + result={"success": False, "error": f"Error processing query: {str(e)}"} + ) + +upload = DocumentUploadWorkflow(timeout=None) +chat = ChatWorkflow(timeout=None) \ No newline at end of file diff --git a/test-proj/tests/test_placeholder.py b/test-proj/tests/test_placeholder.py new file mode 100644 index 0000000..201975f --- /dev/null +++ b/test-proj/tests/test_placeholder.py @@ -0,0 +1,2 @@ +def test_placeholder(): + pass diff --git a/test-proj/ui/.gitignore b/test-proj/ui/.gitignore new file mode 100644 index 0000000..31ee023 --- /dev/null +++ b/test-proj/ui/.gitignore @@ -0,0 +1,4 @@ +node_modules +dist +# uses pnpm +pnpm-lock.yaml diff --git a/test-proj/ui/index.html b/test-proj/ui/index.html new file mode 100644 index 0000000..37e7c42 --- /dev/null +++ b/test-proj/ui/index.html @@ -0,0 +1,14 @@ + + + + + + Quick Start UI + + +
+ + + + + diff --git a/test-proj/ui/package.json b/test-proj/ui/package.json new file mode 100644 index 0000000..761feb4 --- /dev/null +++ b/test-proj/ui/package.json @@ -0,0 +1,35 @@ +{ + "name": "test-proj-ui", + "version": "0.1.0", + "private": true, + "type": "module", + "scripts": { + "dev": "vite", + "build": "tsc -b && vite build", + "preview": "vite preview" + }, + "dependencies": { + "@llamaindex/ui": "^1.0.2", + "@llamaindex/workflows-client": "^1.2.0", + "llama-cloud-services": "^0.3.6", + "@radix-ui/themes": "^3.2.1", + "lucide-react": "^0.544.0", + "react": "^19.0.0", + "react-dom": "^19.0.0", + "tw-animate-css": "^1.3.8" + }, + "devDependencies": { + "@tailwindcss/postcss": "^4", + "@tailwindcss/vite": "^4.1.13", + "@types/node": "^20", + "@types/react": "^19", + "@types/react-dom": "^19", + "@vitejs/plugin-react": "^4.3.4", + "dotenv": "^17.2.2", + "eslint": "^9", + "tailwindcss": "^4", + "typescript": "^5", + "vite": "^5.4.8" + }, + "packageManager": "pnpm@10.11.0+sha512.6540583f41cc5f628eb3d9773ecee802f4f9ef9923cc45b69890fb47991d4b092964694ec3a4f738a420c918a333062c8b925d312f42e4f0c263eb603551f977" +} diff --git a/test-proj/ui/postcss.config.mjs b/test-proj/ui/postcss.config.mjs new file mode 100644 index 0000000..f3cc6d3 --- /dev/null +++ b/test-proj/ui/postcss.config.mjs @@ -0,0 +1,5 @@ +import tailwind from "@tailwindcss/postcss"; + +export default { + plugins: [tailwind()], +}; diff --git a/test-proj/ui/src/App.tsx b/test-proj/ui/src/App.tsx new file mode 100644 index 0000000..a52a680 --- /dev/null +++ b/test-proj/ui/src/App.tsx @@ -0,0 +1,14 @@ +import { ApiProvider } from "@llamaindex/ui"; +import Home from "./pages/Home"; +import { Theme } from "@radix-ui/themes"; +import { clients } from "@/libs/clients"; + +export default function App() { + return ( + + + + + + ) +} \ No newline at end of file diff --git a/test-proj/ui/src/components/ChatBot.tsx b/test-proj/ui/src/components/ChatBot.tsx new file mode 100644 index 0000000..f3af441 --- /dev/null +++ b/test-proj/ui/src/components/ChatBot.tsx @@ -0,0 +1,436 @@ +// This is a temporary chatbot component that is used to test the chatbot functionality. +// LlamaIndex will replace it with better chatbot component. +import { useState, useRef, useEffect, FormEvent, KeyboardEvent } from "react"; +import { Send, Loader2, Bot, User, MessageSquare, Trash2, RefreshCw } from "lucide-react"; +import { Button, Input, ScrollArea, Card, CardContent, cn, useWorkflowTaskCreate, useWorkflowTask } from "@llamaindex/ui"; +import { AGENT_NAME } from "../libs/config"; +import { toHumanResponseRawEvent } from "@/libs/utils"; + +type Role = "user" | "assistant"; +interface Message { + id: string; + role: Role; + content: string; + timestamp: Date; + error?: boolean; +} +export default function ChatBot() { + const { createTask } = useWorkflowTaskCreate(); + const messagesEndRef = useRef(null); + const inputRef = useRef(null); + const [messages, setMessages] = useState([]); + const [input, setInput] = useState(""); + const [isLoading, setIsLoading] = useState(false); + const [handlerId, setHandlerId] = useState(null); + const lastProcessedEventIndexRef = useRef(0); + const [canSend, setCanSend] = useState(false); + const streamingMessageIndexRef = useRef(null); + + // Deployment + auth setup + const deployment = AGENT_NAME || "document-qa"; + const platformToken = (import.meta as any).env?.VITE_LLAMA_CLOUD_API_KEY as string | undefined; + const projectId = (import.meta as any).env?.VITE_LLAMA_DEPLOY_PROJECT_ID as string | undefined; + const defaultIndexName = (import.meta as any).env?.VITE_DEFAULT_INDEX_NAME || "document_qa_index"; + const sessionIdRef = useRef(`chat-${Math.random().toString(36).slice(2)}-${Date.now()}`); + + // UI text defaults + const title = "AI Document Assistant"; + const placeholder = "Ask me anything about your documents..."; + const welcomeMessage = "Welcome! 👋 Upload a document with the control above, then ask questions here."; + + // Helper functions for message management + const appendMessage = (role: Role, msg: string): void => { + setMessages(prev => { + const id = `${role}-stream-${Date.now()}`; + const idx = prev.length; + streamingMessageIndexRef.current = idx; + return [ + ...prev, + { + id, + role, + content: msg, + timestamp: new Date(), + }, + ]; + }); + }; + + const updateMessage = (index: number, message: string) => { + setMessages(prev => { + if (index < 0 || index >= prev.length) return prev; + const copy = [...prev]; + const existing = copy[index]; + copy[index] = { ...existing, content: message }; + return copy; + }); + }; + + // Initialize with welcome message + useEffect(() => { + if (messages.length === 0) { + const welcomeMsg: Message = { + id: "welcome", + role: "assistant", + content: welcomeMessage, + timestamp: new Date() + }; + setMessages([welcomeMsg]); + } + }, []); + + // Create chat task on init + useEffect(() => { + (async () => { + if (!handlerId) { + const handler = await createTask("chat", { + index_name: defaultIndexName, + session_id: sessionIdRef.current, + }); + setHandlerId(handler.handler_id); + } + })(); + }, []); + + // Subscribe to task/events using hook (auto stream when handler exists) + const { events } = useWorkflowTask(handlerId ?? "", Boolean(handlerId)); + + // Process streamed events into messages + useEffect(() => { + if (!events || events.length === 0) return; + let startIdx = lastProcessedEventIndexRef.current; + if (startIdx < 0) startIdx = 0; + if (startIdx >= events.length) return; + + for (let i = startIdx; i < events.length; i++) { + const ev: any = events[i]; + const type = ev?.type as string | undefined; + const rawData = ev?.data as any; + if (!type) continue; + const data = (rawData && (rawData._data ?? rawData)) as any; + + if (type.includes("ChatDeltaEvent")) { + const delta: string = data?.delta ?? ""; + if (!delta) continue; + if (streamingMessageIndexRef.current === null) { + appendMessage("assistant", delta); + } else { + const idx = streamingMessageIndexRef.current; + const current = messages[idx!]?.content ?? ""; + if (current === "Thinking...") { + updateMessage(idx!, delta); + } else { + updateMessage(idx!, current + delta); + } + } + } else if (type.includes("ChatResponseEvent")) { + // finalize current stream + streamingMessageIndexRef.current = null; + } else if (type.includes("InputRequiredEvent")) { + // ready for next user input; enable send + setCanSend(true); + setIsLoading(false); + inputRef.current?.focus(); + } else if (type.includes("StopEvent")) { + // finished; no summary bubble needed (chat response already streamed) + } + } + lastProcessedEventIndexRef.current = events.length; + }, [events, messages]); + + const scrollToBottom = () => { + messagesEndRef.current?.scrollIntoView({ behavior: "smooth" }); + }; + + useEffect(() => { + scrollToBottom(); + }, [messages]); + + // No manual SSE cleanup needed + + const getCommonHeaders = () => ({ + ...(platformToken ? { authorization: `Bearer ${platformToken}` } : {}), + ...(projectId ? { "Project-Id": projectId } : {}), + }); + + const startChatIfNeeded = async (): Promise => { + if (handlerId) return handlerId; + const handler = await createTask("chat", { + index_name: defaultIndexName, + session_id: sessionIdRef.current, + }); + setHandlerId(handler.handler_id); + return handler.handler_id; + }; + + // Removed manual SSE ensureEventStream; hook handles streaming + + const handleSubmit = async (e: FormEvent) => { + e.preventDefault(); + + const trimmedInput = input.trim(); + if (!trimmedInput || isLoading || !canSend) return; + + // Add user message + const userMessage: Message = { + id: `user-${Date.now()}`, + role: "user", + content: trimmedInput, + timestamp: new Date() + }; + + const newMessages = [...messages, userMessage]; + setMessages(newMessages); + setInput(""); + setIsLoading(true); + setCanSend(false); + + // Immediately create an assistant placeholder to avoid visual gap before deltas + if (streamingMessageIndexRef.current === null) { + appendMessage("assistant", "Thinking..."); + } + + try { + // Ensure chat handler exists (created on init) + const hid = await startChatIfNeeded(); + + // Send user input as HumanResponseEvent + const postRes = await fetch(`/deployments/${deployment}/events/${hid}`, { + method: "POST", + headers: { + "Content-Type": "application/json", + ...getCommonHeaders(), + }, + body: JSON.stringify({ + event: JSON.stringify(toHumanResponseRawEvent(trimmedInput)) + }), + }); + if (!postRes.ok) { + throw new Error(`Failed to send message: ${postRes.status} ${postRes.statusText}`); + } + + // The assistant reply will be streamed by useWorkflowTask and appended incrementally + } catch (err) { + console.error("Chat error:", err); + + // Add error message + const errorMessage: Message = { + id: `error-${Date.now()}`, + role: "assistant", + content: `Sorry, I encountered an error: ${err instanceof Error ? err.message : "Unknown error"}. Please try again.`, + timestamp: new Date(), + error: true + }; + + setMessages(prev => [...prev, errorMessage]); + } finally { + setIsLoading(false); + // Focus back on input + inputRef.current?.focus(); + } + }; + + const handleKeyDown = (e: KeyboardEvent) => { + // Submit on Enter (without Shift) + if (e.key === 'Enter' && !e.shiftKey) { + e.preventDefault(); + handleSubmit(e as any); + } + }; + + const clearChat = () => { + setMessages([ + { + id: "welcome", + role: "assistant" as const, + content: welcomeMessage, + timestamp: new Date() + } + ]); + setInput(""); + inputRef.current?.focus(); + }; + + const retryLastMessage = () => { + const lastUserMessage = messages.filter(m => m.role === "user").pop(); + if (lastUserMessage) { + // Remove the last assistant message if it was an error + const lastMessage = messages[messages.length - 1]; + if (lastMessage.role === "assistant" && lastMessage.error) { + setMessages(prev => prev.slice(0, -1)); + } + setInput(lastUserMessage.content); + inputRef.current?.focus(); + } + }; + + return ( +
+ {/* Header */} +
+
+
+ +

{title}

+ {isLoading && ( + Thinking... + )} +
+
+ {messages.some(m => m.error) && ( + + )} + {messages.length > 0 && ( + + )} +
+
+
+ + {/* Messages */} + + {messages.length === 0 ? ( +
+
+ +

+ No messages yet +

+

+ Start a conversation! +

+
+
+ ) : ( +
+ {messages.map((message) => ( +
+ {message.role !== "user" && ( +
+ +
+ )} +
+ + +

+ {message.content} +

+

+ {message.timestamp.toLocaleTimeString()} +

+ + +
+ {message.role === "user" && ( +
+ +
+ )} +
+ ))} + + {isLoading && ( +
+
+ +
+ + +
+
+ + + +
+
+ + +
+ )} +
+
+ )} + + + {/* Input */} +
+
+ setInput(e.target.value)} + onKeyDown={handleKeyDown} + placeholder={placeholder} + disabled={isLoading} + className="flex-1" + autoFocus + /> + +
+

+ Press Enter to send • Shift+Enter for new line +

+
+
+ ); +} \ No newline at end of file diff --git a/test-proj/ui/src/index.css b/test-proj/ui/src/index.css new file mode 100644 index 0000000..d8e401f --- /dev/null +++ b/test-proj/ui/src/index.css @@ -0,0 +1,120 @@ +@import "tailwindcss"; +@import "tw-animate-css"; + +@custom-variant dark (&:is(.dark *)); + +@theme inline { + --radius-sm: calc(var(--radius) - 4px); + --radius-md: calc(var(--radius) - 2px); + --radius-lg: var(--radius); + --radius-xl: calc(var(--radius) + 4px); + --color-background: var(--background); + --color-foreground: var(--foreground); + --color-card: var(--card); + --color-card-foreground: var(--card-foreground); + --color-popover: var(--popover); + --color-popover-foreground: var(--popover-foreground); + --color-primary: var(--primary); + --color-primary-foreground: var(--primary-foreground); + --color-secondary: var(--secondary); + --color-secondary-foreground: var(--secondary-foreground); + --color-muted: var(--muted); + --color-muted-foreground: var(--muted-foreground); + --color-accent: var(--accent); + --color-accent-foreground: var(--accent-foreground); + --color-destructive: var(--destructive); + --color-border: var(--border); + --color-input: var(--input); + --color-ring: var(--ring); + --color-chart-1: var(--chart-1); + --color-chart-2: var(--chart-2); + --color-chart-3: var(--chart-3); + --color-chart-4: var(--chart-4); + --color-chart-5: var(--chart-5); + --color-sidebar: var(--sidebar); + --color-sidebar-foreground: var(--sidebar-foreground); + --color-sidebar-primary: var(--sidebar-primary); + --color-sidebar-primary-foreground: var(--sidebar-primary-foreground); + --color-sidebar-accent: var(--sidebar-accent); + --color-sidebar-accent-foreground: var(--sidebar-accent-foreground); + --color-sidebar-border: var(--sidebar-border); + --color-sidebar-ring: var(--sidebar-ring); +} + +:root { + --radius: 0.625rem; + --card: oklch(1 0 0); + --card-foreground: oklch(0.141 0.005 285.823); + --popover: oklch(1 0 0); + --popover-foreground: oklch(0.141 0.005 285.823); + --primary: oklch(0.21 0.006 285.885); + --primary-foreground: oklch(0.985 0 0); + --secondary: oklch(0.967 0.001 286.375); + --secondary-foreground: oklch(0.21 0.006 285.885); + --muted: oklch(0.967 0.001 286.375); + --muted-foreground: oklch(0.552 0.016 285.938); + --accent: oklch(0.967 0.001 286.375); + --accent-foreground: oklch(0.21 0.006 285.885); + --destructive: oklch(0.577 0.245 27.325); + --border: oklch(0.92 0.004 286.32); + --input: oklch(0.92 0.004 286.32); + --ring: oklch(0.705 0.015 286.067); + --chart-1: oklch(0.646 0.222 41.116); + --chart-2: oklch(0.6 0.118 184.704); + --chart-3: oklch(0.398 0.07 227.392); + --chart-4: oklch(0.828 0.189 84.429); + --chart-5: oklch(0.769 0.188 70.08); + --sidebar: oklch(0.985 0 0); + --sidebar-foreground: oklch(0.141 0.005 285.823); + --sidebar-primary: oklch(0.21 0.006 285.885); + --sidebar-primary-foreground: oklch(0.985 0 0); + --sidebar-accent: oklch(0.967 0.001 286.375); + --sidebar-accent-foreground: oklch(0.21 0.006 285.885); + --sidebar-border: oklch(0.92 0.004 286.32); + --sidebar-ring: oklch(0.705 0.015 286.067); + --background: oklch(1 0 0); + --foreground: oklch(0.141 0.005 285.823); +} + +.dark { + --background: oklch(0.141 0.005 285.823); + --foreground: oklch(0.985 0 0); + --card: oklch(0.21 0.006 285.885); + --card-foreground: oklch(0.985 0 0); + --popover: oklch(0.21 0.006 285.885); + --popover-foreground: oklch(0.985 0 0); + --primary: oklch(0.92 0.004 286.32); + --primary-foreground: oklch(0.21 0.006 285.885); + --secondary: oklch(0.274 0.006 286.033); + --secondary-foreground: oklch(0.985 0 0); + --muted: oklch(0.274 0.006 286.033); + --muted-foreground: oklch(0.705 0.015 286.067); + --accent: oklch(0.274 0.006 286.033); + --accent-foreground: oklch(0.985 0 0); + --destructive: oklch(0.704 0.191 22.216); + --border: oklch(1 0 0 / 10%); + --input: oklch(1 0 0 / 15%); + --ring: oklch(0.552 0.016 285.938); + --chart-1: oklch(0.488 0.243 264.376); + --chart-2: oklch(0.696 0.17 162.48); + --chart-3: oklch(0.769 0.188 70.08); + --chart-4: oklch(0.627 0.265 303.9); + --chart-5: oklch(0.645 0.246 16.439); + --sidebar: oklch(0.21 0.006 285.885); + --sidebar-foreground: oklch(0.985 0 0); + --sidebar-primary: oklch(0.488 0.243 264.376); + --sidebar-primary-foreground: oklch(0.985 0 0); + --sidebar-accent: oklch(0.274 0.006 286.033); + --sidebar-accent-foreground: oklch(0.985 0 0); + --sidebar-border: oklch(1 0 0 / 10%); + --sidebar-ring: oklch(0.552 0.016 285.938); +} + +@layer base { + * { + @apply border-border outline-ring/50; + } + body { + @apply bg-background text-foreground; + } +} diff --git a/test-proj/ui/src/libs/clients.ts b/test-proj/ui/src/libs/clients.ts new file mode 100644 index 0000000..192f57d --- /dev/null +++ b/test-proj/ui/src/libs/clients.ts @@ -0,0 +1,32 @@ +import { ApiClients, cloudApiClient, createWorkflowClient, createWorkflowConfig } from "@llamaindex/ui"; +import { AGENT_NAME } from "./config"; + +const platformToken = import.meta.env.VITE_LLAMA_CLOUD_API_KEY; +const apiBaseUrl = import.meta.env.VITE_LLAMA_CLOUD_BASE_URL; +const projectId = import.meta.env.VITE_LLAMA_DEPLOY_PROJECT_ID; + +// Configure the platform client +cloudApiClient.setConfig({ + ...(apiBaseUrl && { baseUrl: apiBaseUrl }), + headers: { + // optionally use a backend API token scoped to a project. For local development, + ...(platformToken && { authorization: `Bearer ${platformToken}` }), + // This header is required for requests to correctly scope to the agent's project + // when authenticating with a user cookie + ...(projectId && { "Project-Id": projectId }), + }, +}); + +const workflowsClient = createWorkflowClient(createWorkflowConfig({ + baseUrl: `/deployments/${AGENT_NAME}/`, + headers: { + ...(platformToken && { authorization: `Bearer ${platformToken}` }), + } +})); + +const clients: ApiClients = { + workflowsClient: workflowsClient, + cloudApiClient: cloudApiClient, +}; + +export { clients }; diff --git a/test-proj/ui/src/libs/config.ts b/test-proj/ui/src/libs/config.ts new file mode 100644 index 0000000..8b821e9 --- /dev/null +++ b/test-proj/ui/src/libs/config.ts @@ -0,0 +1,2 @@ +export const APP_TITLE = "Test proj" +export const AGENT_NAME = import.meta.env.VITE_LLAMA_DEPLOY_DEPLOYMENT_NAME; diff --git a/test-proj/ui/src/libs/utils.ts b/test-proj/ui/src/libs/utils.ts new file mode 100644 index 0000000..183e8a2 --- /dev/null +++ b/test-proj/ui/src/libs/utils.ts @@ -0,0 +1,3 @@ +export function toHumanResponseRawEvent(str: string) { + return { __is_pydantic: true, value: { _data: { response: str } }, qualified_name: "workflows.events.HumanResponseEvent" } +} \ No newline at end of file diff --git a/test-proj/ui/src/main.tsx b/test-proj/ui/src/main.tsx new file mode 100644 index 0000000..fa6dbbf --- /dev/null +++ b/test-proj/ui/src/main.tsx @@ -0,0 +1,13 @@ +import React from "react"; +import ReactDOM from "react-dom/client"; +import App from "./App"; +import "@llamaindex/ui/styles.css"; +import "./index.css"; + +ReactDOM.createRoot(document.getElementById("root")!).render( + + + +); + + diff --git a/test-proj/ui/src/pages/Home.tsx b/test-proj/ui/src/pages/Home.tsx new file mode 100644 index 0000000..1a20aa2 --- /dev/null +++ b/test-proj/ui/src/pages/Home.tsx @@ -0,0 +1,46 @@ +import ChatBot from "../components/ChatBot"; +import { WorkflowTrigger } from "@llamaindex/ui"; +import { APP_TITLE } from "../libs/config"; + +export default function Home() { + return ( +
+
+ {/* Header */} +
+

+ {APP_TITLE} +

+

+ Upload documents and ask questions about them +

+
+ +
+
+ { + return { + file_id: files[0].fileId, + index_name: fieldValues.index_name, + }; + }} + /> +
+
+
+ +
+
+
+
+
+ ); +} \ No newline at end of file diff --git a/test-proj/ui/src/vite-env.d.ts b/test-proj/ui/src/vite-env.d.ts new file mode 100644 index 0000000..77b8ee8 --- /dev/null +++ b/test-proj/ui/src/vite-env.d.ts @@ -0,0 +1,16 @@ +/// + +interface ImportMetaEnv { + readonly VITE_LLAMA_CLOUD_API_KEY?: string; + readonly VITE_LLAMA_CLOUD_BASE_URL?: string; + + // injected from llama_deploy + readonly VITE_LLAMA_DEPLOY_BASE_PATH: string; + readonly VITE_LLAMA_DEPLOY_DEPLOYMENT_NAME: string; + readonly VITE_LLAMA_DEPLOY_PROJECT_ID: string; +} + +interface ImportMeta { + readonly env: ImportMetaEnv; +} + diff --git a/test-proj/ui/tsconfig.json b/test-proj/ui/tsconfig.json new file mode 100644 index 0000000..099ed9d --- /dev/null +++ b/test-proj/ui/tsconfig.json @@ -0,0 +1,22 @@ +{ + "compilerOptions": { + "target": "ES2020", + "lib": ["ES2020", "DOM", "DOM.Iterable"], + "allowJs": true, + "skipLibCheck": true, + "strict": true, + "esModuleInterop": true, + "module": "ESNext", + "moduleResolution": "Bundler", + "resolveJsonModule": true, + "isolatedModules": true, + "noEmit": true, + "jsx": "react-jsx", + "types": ["vite/client"], + "baseUrl": ".", + "paths": { + "@/*": ["src/*"] + } + }, + "include": ["src"] +} diff --git a/test-proj/ui/vite.config.ts b/test-proj/ui/vite.config.ts new file mode 100644 index 0000000..966a1d5 --- /dev/null +++ b/test-proj/ui/vite.config.ts @@ -0,0 +1,49 @@ +import { defineConfig } from "vite"; +import react from "@vitejs/plugin-react"; +import path from "path"; +import dotenv from "dotenv"; + +dotenv.config({ path: '../.env' }); + +// https://vitejs.dev/config/ +export default defineConfig(({}) => { + const deploymentId = process.env.LLAMA_DEPLOY_DEPLOYMENT_URL_ID; + const basePath = process.env.LLAMA_DEPLOY_DEPLOYMENT_BASE_PATH; + const projectId = process.env.LLAMA_DEPLOY_PROJECT_ID; + const port = process.env.PORT ? Number(process.env.PORT) : 3000; + const baseUrl = process.env.LLAMA_CLOUD_BASE_URL; + const apiKey = process.env.LLAMA_CLOUD_API_KEY; + + return { + plugins: [react()], + resolve: { + alias: { + "@": path.resolve(__dirname, "./src"), + }, + }, + server: { + port: port, + host: true, + }, + build: { + outDir: "dist", + sourcemap: true, + }, + base: basePath, + define: { + "import.meta.env.VITE_LLAMA_DEPLOY_DEPLOYMENT_NAME": + JSON.stringify(deploymentId), + "import.meta.env.VITE_LLAMA_DEPLOY_DEPLOYMENT_BASE_PATH": JSON.stringify(basePath), + ...(projectId && { + "import.meta.env.VITE_LLAMA_DEPLOY_PROJECT_ID": + JSON.stringify(projectId), + }), + ...(baseUrl && { + "import.meta.env.VITE_LLAMA_CLOUD_BASE_URL": JSON.stringify(baseUrl), + }), + ...(apiKey && { + "import.meta.env.VITE_LLAMA_CLOUD_API_KEY": JSON.stringify(apiKey), + }), + }, + }; +}); From b4f56862bed79bacf97132e4c87d40aeaca02e8d Mon Sep 17 00:00:00 2001 From: Adrian Lyjak Date: Thu, 18 Sep 2025 14:05:39 -0400 Subject: [PATCH 2/8] add github --- .github/workflows/check-regeneration.yml | 69 ++++++++++++++++++++++++ 1 file changed, 69 insertions(+) create mode 100644 .github/workflows/check-regeneration.yml diff --git a/.github/workflows/check-regeneration.yml b/.github/workflows/check-regeneration.yml new file mode 100644 index 0000000..cb15cea --- /dev/null +++ b/.github/workflows/check-regeneration.yml @@ -0,0 +1,69 @@ +name: Check Template Regeneration + +on: + push: + branches: [ main ] + pull_request: + branches: [ main ] + +jobs: + check-template: + runs-on: ubuntu-latest + + steps: + - name: Checkout repository + uses: actions/checkout@v4 + + - name: Set up Python + uses: actions/setup-python@v5 + with: + python-version: '3.13' + + - name: Install uv + uses: astral-sh/setup-uv@v3 + + - name: Run regeneration check + run: uv run copier/copy_utils.py check-regeneration + + check-python: + runs-on: ubuntu-latest + + steps: + - name: Checkout repository + uses: actions/checkout@v4 + + - name: Set up Python + uses: actions/setup-python@v5 + with: + python-version: '3.13' + + - name: Install uv + uses: astral-sh/setup-uv@v3 + + - name: Run Python checks + run: uv run hatch run all-check + working-directory: test-proj + + check-ui: + runs-on: ubuntu-latest + + steps: + - name: Checkout repository + uses: actions/checkout@v4 + + - name: Set up Node.js + uses: actions/setup-node@v4 + with: + node-version: '24' + + - name: Enable Corepack + run: corepack enable + + - name: Activate pnpm version + working-directory: test-proj/ui + run: corepack prepare --activate + + + - name: Run UI checks + run: pnpm run all-check + working-directory: test-proj/ui \ No newline at end of file From 3e56a0cf1d59a8a759d6c37430eb0fba8a3bfe5a Mon Sep 17 00:00:00 2001 From: Adrian Lyjak Date: Thu, 18 Sep 2025 14:08:38 -0400 Subject: [PATCH 3/8] Add py tests/lints --- pyproject.toml.jinja | 17 ++++++++++++++++- src/{{ project_name_snake }}/qa_workflows.py | 5 ++--- test-proj/pyproject.toml | 17 ++++++++++++++++- test-proj/src/test_proj/config.py | 2 +- test-proj/src/test_proj/qa_workflows.py | 5 ++--- 5 files changed, 37 insertions(+), 9 deletions(-) diff --git a/pyproject.toml.jinja b/pyproject.toml.jinja index 762dd75..08d2618 100644 --- a/pyproject.toml.jinja +++ b/pyproject.toml.jinja @@ -19,7 +19,22 @@ requires = ["hatchling"] build-backend = "hatchling.build" [dependency-groups] -dev = [] +dev = [ + "hatch>=1.14.1", + "pytest>=8.4.2", + "ruff>=0.13.0", + "ty>=0.0.1a20", +] + +[tool.hatch.envs.default.scripts] +"format" = "ruff format ." +"format-check" = "ruff format --check ." +"lint" = "ruff check --fix ." +"lint-check" = ["ruff check ."] +typecheck = "ty check src" +test = "pytest" +"all-check" = ["format-check", "lint-check", "test"] +"all-fix" = ["format", "lint", "test"] [tool.llamadeploy] env-files = [".env"] diff --git a/src/{{ project_name_snake }}/qa_workflows.py b/src/{{ project_name_snake }}/qa_workflows.py index cde304a..5363255 100644 --- a/src/{{ project_name_snake }}/qa_workflows.py +++ b/src/{{ project_name_snake }}/qa_workflows.py @@ -1,6 +1,5 @@ import logging import os -import uuid import httpx from llama_cloud.types import RetrievalMode @@ -23,7 +22,6 @@ from llama_index.core.memory import ChatMemoryBuffer from .clients import ( - INDEX_NAME, LLAMA_CLOUD_API_KEY, LLAMA_CLOUD_BASE_URL, get_custom_client, @@ -335,5 +333,6 @@ async def process_user_response( result={"success": False, "error": f"Error processing query: {str(e)}"} ) + upload = DocumentUploadWorkflow(timeout=None) -chat = ChatWorkflow(timeout=None) \ No newline at end of file +chat = ChatWorkflow(timeout=None) diff --git a/test-proj/pyproject.toml b/test-proj/pyproject.toml index 59ce3a5..7206b7e 100644 --- a/test-proj/pyproject.toml +++ b/test-proj/pyproject.toml @@ -19,7 +19,22 @@ requires = ["hatchling"] build-backend = "hatchling.build" [dependency-groups] -dev = [] +dev = [ + "hatch>=1.14.1", + "pytest>=8.4.2", + "ruff>=0.13.0", + "ty>=0.0.1a20", +] + +[tool.hatch.envs.default.scripts] +"format" = "ruff format ." +"format-check" = "ruff format --check ." +"lint" = "ruff check --fix ." +"lint-check" = ["ruff check ."] +typecheck = "ty check src" +test = "pytest" +"all-check" = ["format-check", "lint-check", "test"] +"all-fix" = ["format", "lint", "test"] [tool.llamadeploy] env-files = [".env"] diff --git a/test-proj/src/test_proj/config.py b/test-proj/src/test_proj/config.py index 0df6766..28c04d7 100644 --- a/test-proj/src/test_proj/config.py +++ b/test-proj/src/test_proj/config.py @@ -1,2 +1,2 @@ PROJECT_ID = "asdf" -ORGANIZATION_ID = "asdf" \ No newline at end of file +ORGANIZATION_ID = "asdf" diff --git a/test-proj/src/test_proj/qa_workflows.py b/test-proj/src/test_proj/qa_workflows.py index cde304a..5363255 100644 --- a/test-proj/src/test_proj/qa_workflows.py +++ b/test-proj/src/test_proj/qa_workflows.py @@ -1,6 +1,5 @@ import logging import os -import uuid import httpx from llama_cloud.types import RetrievalMode @@ -23,7 +22,6 @@ from llama_index.core.memory import ChatMemoryBuffer from .clients import ( - INDEX_NAME, LLAMA_CLOUD_API_KEY, LLAMA_CLOUD_BASE_URL, get_custom_client, @@ -335,5 +333,6 @@ async def process_user_response( result={"success": False, "error": f"Error processing query: {str(e)}"} ) + upload = DocumentUploadWorkflow(timeout=None) -chat = ChatWorkflow(timeout=None) \ No newline at end of file +chat = ChatWorkflow(timeout=None) From 0960afef9e791db01945f491485115399b98fadf Mon Sep 17 00:00:00 2001 From: Adrian Lyjak Date: Thu, 18 Sep 2025 14:10:03 -0400 Subject: [PATCH 4/8] reformats --- test-proj/ui/package.json | 12 +- test-proj/ui/src/App.tsx | 4 +- test-proj/ui/src/components/ChatBot.tsx | 186 +++++++++++++++--------- test-proj/ui/src/libs/clients.ts | 21 ++- test-proj/ui/src/libs/config.ts | 2 +- test-proj/ui/src/libs/utils.ts | 8 +- test-proj/ui/src/main.tsx | 4 +- test-proj/ui/src/pages/Home.tsx | 16 +- test-proj/ui/src/vite-env.d.ts | 1 - 9 files changed, 163 insertions(+), 91 deletions(-) diff --git a/test-proj/ui/package.json b/test-proj/ui/package.json index 761feb4..cc20ce9 100644 --- a/test-proj/ui/package.json +++ b/test-proj/ui/package.json @@ -5,14 +5,19 @@ "type": "module", "scripts": { "dev": "vite", - "build": "tsc -b && vite build", - "preview": "vite preview" + "build": "tsc --noEmit && vite build", + "preview": "vite preview", + "lint": "tsc --noEmit", + "format": "prettier --write src", + "format-check": "prettier --check src", + "all-check": "pnpm i && pnpm run lint && pnpm run format-check && pnpm run build", + "all-fix": "pnpm i && pnpm run lint && pnpm run format && pnpm run build" }, "dependencies": { "@llamaindex/ui": "^1.0.2", "@llamaindex/workflows-client": "^1.2.0", - "llama-cloud-services": "^0.3.6", "@radix-ui/themes": "^3.2.1", + "llama-cloud-services": "^0.3.6", "lucide-react": "^0.544.0", "react": "^19.0.0", "react-dom": "^19.0.0", @@ -27,6 +32,7 @@ "@vitejs/plugin-react": "^4.3.4", "dotenv": "^17.2.2", "eslint": "^9", + "prettier": "^3.6.2", "tailwindcss": "^4", "typescript": "^5", "vite": "^5.4.8" diff --git a/test-proj/ui/src/App.tsx b/test-proj/ui/src/App.tsx index a52a680..6658701 100644 --- a/test-proj/ui/src/App.tsx +++ b/test-proj/ui/src/App.tsx @@ -10,5 +10,5 @@ export default function App() { - ) -} \ No newline at end of file + ); +} diff --git a/test-proj/ui/src/components/ChatBot.tsx b/test-proj/ui/src/components/ChatBot.tsx index f3af441..979506f 100644 --- a/test-proj/ui/src/components/ChatBot.tsx +++ b/test-proj/ui/src/components/ChatBot.tsx @@ -1,8 +1,25 @@ // This is a temporary chatbot component that is used to test the chatbot functionality. // LlamaIndex will replace it with better chatbot component. import { useState, useRef, useEffect, FormEvent, KeyboardEvent } from "react"; -import { Send, Loader2, Bot, User, MessageSquare, Trash2, RefreshCw } from "lucide-react"; -import { Button, Input, ScrollArea, Card, CardContent, cn, useWorkflowTaskCreate, useWorkflowTask } from "@llamaindex/ui"; +import { + Send, + Loader2, + Bot, + User, + MessageSquare, + Trash2, + RefreshCw, +} from "lucide-react"; +import { + Button, + Input, + ScrollArea, + Card, + CardContent, + cn, + useWorkflowTaskCreate, + useWorkflowTask, +} from "@llamaindex/ui"; import { AGENT_NAME } from "../libs/config"; import { toHumanResponseRawEvent } from "@/libs/utils"; @@ -28,19 +45,27 @@ export default function ChatBot() { // Deployment + auth setup const deployment = AGENT_NAME || "document-qa"; - const platformToken = (import.meta as any).env?.VITE_LLAMA_CLOUD_API_KEY as string | undefined; - const projectId = (import.meta as any).env?.VITE_LLAMA_DEPLOY_PROJECT_ID as string | undefined; - const defaultIndexName = (import.meta as any).env?.VITE_DEFAULT_INDEX_NAME || "document_qa_index"; - const sessionIdRef = useRef(`chat-${Math.random().toString(36).slice(2)}-${Date.now()}`); + const platformToken = (import.meta as any).env?.VITE_LLAMA_CLOUD_API_KEY as + | string + | undefined; + const projectId = (import.meta as any).env?.VITE_LLAMA_DEPLOY_PROJECT_ID as + | string + | undefined; + const defaultIndexName = + (import.meta as any).env?.VITE_DEFAULT_INDEX_NAME || "document_qa_index"; + const sessionIdRef = useRef( + `chat-${Math.random().toString(36).slice(2)}-${Date.now()}`, + ); // UI text defaults const title = "AI Document Assistant"; const placeholder = "Ask me anything about your documents..."; - const welcomeMessage = "Welcome! 👋 Upload a document with the control above, then ask questions here."; + const welcomeMessage = + "Welcome! 👋 Upload a document with the control above, then ask questions here."; // Helper functions for message management const appendMessage = (role: Role, msg: string): void => { - setMessages(prev => { + setMessages((prev) => { const id = `${role}-stream-${Date.now()}`; const idx = prev.length; streamingMessageIndexRef.current = idx; @@ -57,7 +82,7 @@ export default function ChatBot() { }; const updateMessage = (index: number, message: string) => { - setMessages(prev => { + setMessages((prev) => { if (index < 0 || index >= prev.length) return prev; const copy = [...prev]; const existing = copy[index]; @@ -73,7 +98,7 @@ export default function ChatBot() { id: "welcome", role: "assistant", content: welcomeMessage, - timestamp: new Date() + timestamp: new Date(), }; setMessages([welcomeMsg]); } @@ -176,7 +201,7 @@ export default function ChatBot() { id: `user-${Date.now()}`, role: "user", content: trimmedInput, - timestamp: new Date() + timestamp: new Date(), }; const newMessages = [...messages, userMessage]; @@ -202,11 +227,13 @@ export default function ChatBot() { ...getCommonHeaders(), }, body: JSON.stringify({ - event: JSON.stringify(toHumanResponseRawEvent(trimmedInput)) + event: JSON.stringify(toHumanResponseRawEvent(trimmedInput)), }), }); if (!postRes.ok) { - throw new Error(`Failed to send message: ${postRes.status} ${postRes.statusText}`); + throw new Error( + `Failed to send message: ${postRes.status} ${postRes.statusText}`, + ); } // The assistant reply will be streamed by useWorkflowTask and appended incrementally @@ -219,10 +246,10 @@ export default function ChatBot() { role: "assistant", content: `Sorry, I encountered an error: ${err instanceof Error ? err.message : "Unknown error"}. Please try again.`, timestamp: new Date(), - error: true + error: true, }; - setMessages(prev => [...prev, errorMessage]); + setMessages((prev) => [...prev, errorMessage]); } finally { setIsLoading(false); // Focus back on input @@ -232,7 +259,7 @@ export default function ChatBot() { const handleKeyDown = (e: KeyboardEvent) => { // Submit on Enter (without Shift) - if (e.key === 'Enter' && !e.shiftKey) { + if (e.key === "Enter" && !e.shiftKey) { e.preventDefault(); handleSubmit(e as any); } @@ -244,20 +271,20 @@ export default function ChatBot() { id: "welcome", role: "assistant" as const, content: welcomeMessage, - timestamp: new Date() - } + timestamp: new Date(), + }, ]); setInput(""); inputRef.current?.focus(); }; const retryLastMessage = () => { - const lastUserMessage = messages.filter(m => m.role === "user").pop(); + const lastUserMessage = messages.filter((m) => m.role === "user").pop(); if (lastUserMessage) { // Remove the last assistant message if it was an error const lastMessage = messages[messages.length - 1]; if (lastMessage.role === "assistant" && lastMessage.error) { - setMessages(prev => prev.slice(0, -1)); + setMessages((prev) => prev.slice(0, -1)); } setInput(lastUserMessage.content); inputRef.current?.focus(); @@ -265,19 +292,27 @@ export default function ChatBot() { }; return ( -
+
{/* Header */}
-

{title}

+

+ {title} +

{isLoading && ( - Thinking... + + Thinking... + )}
- {messages.some(m => m.error) && ( + {messages.some((m) => m.error) && (
); -} \ No newline at end of file +} diff --git a/test-proj/ui/src/vite-env.d.ts b/test-proj/ui/src/vite-env.d.ts index 77b8ee8..25ad5bc 100644 --- a/test-proj/ui/src/vite-env.d.ts +++ b/test-proj/ui/src/vite-env.d.ts @@ -13,4 +13,3 @@ interface ImportMetaEnv { interface ImportMeta { readonly env: ImportMetaEnv; } - From 15771898280d79a10f3cdbb554c762a3a0083847 Mon Sep 17 00:00:00 2001 From: Adrian Lyjak Date: Thu, 18 Sep 2025 14:13:18 -0400 Subject: [PATCH 5/8] hmm --- copier.yaml | 8 ++++---- copier/copy_utils.py | 1 + 2 files changed, 5 insertions(+), 4 deletions(-) diff --git a/copier.yaml b/copier.yaml index e3d6d67..eedba2f 100644 --- a/copier.yaml +++ b/copier.yaml @@ -10,19 +10,19 @@ project_name: project_title: type: str - default: "{{ (project_name.replace('-', ' '))[:1] | upper ~ (project_name.replace('-', ' '))[1:] }}" - when: false + help: What is the title of your project? This will be used in the UI Title Bar. + default: "{{ project_name.replace('-', ' ').title() }}" # computed variables project_name_snake: type: str default: "{{ project_name.replace('-', '_') }}" when: false - + _exclude: - "test-proj" - ".git" - ".github" - "copier" - "CONTRIBUTING.md" - - "copier.yaml" \ No newline at end of file + - "copier.yaml" diff --git a/copier/copy_utils.py b/copier/copy_utils.py index 2c37c30..6555d29 100755 --- a/copier/copy_utils.py +++ b/copier/copy_utils.py @@ -44,6 +44,7 @@ def run_copier_quietly(src_path: str, dst_path: str, data: Dict[str, str]) -> No data=data, unsafe=True, quiet=True, + vcs_ref="HEAD", ) From 1b1cc97e2e5ae64d2903dff95373b8245d597c82 Mon Sep 17 00:00:00 2001 From: Adrian Lyjak Date: Thu, 18 Sep 2025 14:14:30 -0400 Subject: [PATCH 6/8] fix formats --- ui/package.json.jinja | 12 ++- ui/src/App.tsx | 4 +- ui/src/components/ChatBot.tsx | 186 ++++++++++++++++++++++------------ ui/src/libs/clients.ts | 21 ++-- ui/src/libs/utils.ts | 8 +- ui/src/main.tsx | 4 +- ui/src/pages/Home.tsx | 16 +-- ui/src/vite-env.d.ts | 1 - 8 files changed, 162 insertions(+), 90 deletions(-) diff --git a/ui/package.json.jinja b/ui/package.json.jinja index e5d90d4..36904ec 100644 --- a/ui/package.json.jinja +++ b/ui/package.json.jinja @@ -5,14 +5,19 @@ "type": "module", "scripts": { "dev": "vite", - "build": "tsc -b && vite build", - "preview": "vite preview" + "build": "tsc --noEmit && vite build", + "preview": "vite preview", + "lint": "tsc --noEmit", + "format": "prettier --write src", + "format-check": "prettier --check src", + "all-check": "pnpm i && pnpm run lint && pnpm run format-check && pnpm run build", + "all-fix": "pnpm i && pnpm run lint && pnpm run format && pnpm run build" }, "dependencies": { "@llamaindex/ui": "^1.0.2", "@llamaindex/workflows-client": "^1.2.0", - "llama-cloud-services": "^0.3.6", "@radix-ui/themes": "^3.2.1", + "llama-cloud-services": "^0.3.6", "lucide-react": "^0.544.0", "react": "^19.0.0", "react-dom": "^19.0.0", @@ -27,6 +32,7 @@ "@vitejs/plugin-react": "^4.3.4", "dotenv": "^17.2.2", "eslint": "^9", + "prettier": "^3.6.2", "tailwindcss": "^4", "typescript": "^5", "vite": "^5.4.8" diff --git a/ui/src/App.tsx b/ui/src/App.tsx index a52a680..6658701 100644 --- a/ui/src/App.tsx +++ b/ui/src/App.tsx @@ -10,5 +10,5 @@ export default function App() { - ) -} \ No newline at end of file + ); +} diff --git a/ui/src/components/ChatBot.tsx b/ui/src/components/ChatBot.tsx index f3af441..979506f 100644 --- a/ui/src/components/ChatBot.tsx +++ b/ui/src/components/ChatBot.tsx @@ -1,8 +1,25 @@ // This is a temporary chatbot component that is used to test the chatbot functionality. // LlamaIndex will replace it with better chatbot component. import { useState, useRef, useEffect, FormEvent, KeyboardEvent } from "react"; -import { Send, Loader2, Bot, User, MessageSquare, Trash2, RefreshCw } from "lucide-react"; -import { Button, Input, ScrollArea, Card, CardContent, cn, useWorkflowTaskCreate, useWorkflowTask } from "@llamaindex/ui"; +import { + Send, + Loader2, + Bot, + User, + MessageSquare, + Trash2, + RefreshCw, +} from "lucide-react"; +import { + Button, + Input, + ScrollArea, + Card, + CardContent, + cn, + useWorkflowTaskCreate, + useWorkflowTask, +} from "@llamaindex/ui"; import { AGENT_NAME } from "../libs/config"; import { toHumanResponseRawEvent } from "@/libs/utils"; @@ -28,19 +45,27 @@ export default function ChatBot() { // Deployment + auth setup const deployment = AGENT_NAME || "document-qa"; - const platformToken = (import.meta as any).env?.VITE_LLAMA_CLOUD_API_KEY as string | undefined; - const projectId = (import.meta as any).env?.VITE_LLAMA_DEPLOY_PROJECT_ID as string | undefined; - const defaultIndexName = (import.meta as any).env?.VITE_DEFAULT_INDEX_NAME || "document_qa_index"; - const sessionIdRef = useRef(`chat-${Math.random().toString(36).slice(2)}-${Date.now()}`); + const platformToken = (import.meta as any).env?.VITE_LLAMA_CLOUD_API_KEY as + | string + | undefined; + const projectId = (import.meta as any).env?.VITE_LLAMA_DEPLOY_PROJECT_ID as + | string + | undefined; + const defaultIndexName = + (import.meta as any).env?.VITE_DEFAULT_INDEX_NAME || "document_qa_index"; + const sessionIdRef = useRef( + `chat-${Math.random().toString(36).slice(2)}-${Date.now()}`, + ); // UI text defaults const title = "AI Document Assistant"; const placeholder = "Ask me anything about your documents..."; - const welcomeMessage = "Welcome! 👋 Upload a document with the control above, then ask questions here."; + const welcomeMessage = + "Welcome! 👋 Upload a document with the control above, then ask questions here."; // Helper functions for message management const appendMessage = (role: Role, msg: string): void => { - setMessages(prev => { + setMessages((prev) => { const id = `${role}-stream-${Date.now()}`; const idx = prev.length; streamingMessageIndexRef.current = idx; @@ -57,7 +82,7 @@ export default function ChatBot() { }; const updateMessage = (index: number, message: string) => { - setMessages(prev => { + setMessages((prev) => { if (index < 0 || index >= prev.length) return prev; const copy = [...prev]; const existing = copy[index]; @@ -73,7 +98,7 @@ export default function ChatBot() { id: "welcome", role: "assistant", content: welcomeMessage, - timestamp: new Date() + timestamp: new Date(), }; setMessages([welcomeMsg]); } @@ -176,7 +201,7 @@ export default function ChatBot() { id: `user-${Date.now()}`, role: "user", content: trimmedInput, - timestamp: new Date() + timestamp: new Date(), }; const newMessages = [...messages, userMessage]; @@ -202,11 +227,13 @@ export default function ChatBot() { ...getCommonHeaders(), }, body: JSON.stringify({ - event: JSON.stringify(toHumanResponseRawEvent(trimmedInput)) + event: JSON.stringify(toHumanResponseRawEvent(trimmedInput)), }), }); if (!postRes.ok) { - throw new Error(`Failed to send message: ${postRes.status} ${postRes.statusText}`); + throw new Error( + `Failed to send message: ${postRes.status} ${postRes.statusText}`, + ); } // The assistant reply will be streamed by useWorkflowTask and appended incrementally @@ -219,10 +246,10 @@ export default function ChatBot() { role: "assistant", content: `Sorry, I encountered an error: ${err instanceof Error ? err.message : "Unknown error"}. Please try again.`, timestamp: new Date(), - error: true + error: true, }; - setMessages(prev => [...prev, errorMessage]); + setMessages((prev) => [...prev, errorMessage]); } finally { setIsLoading(false); // Focus back on input @@ -232,7 +259,7 @@ export default function ChatBot() { const handleKeyDown = (e: KeyboardEvent) => { // Submit on Enter (without Shift) - if (e.key === 'Enter' && !e.shiftKey) { + if (e.key === "Enter" && !e.shiftKey) { e.preventDefault(); handleSubmit(e as any); } @@ -244,20 +271,20 @@ export default function ChatBot() { id: "welcome", role: "assistant" as const, content: welcomeMessage, - timestamp: new Date() - } + timestamp: new Date(), + }, ]); setInput(""); inputRef.current?.focus(); }; const retryLastMessage = () => { - const lastUserMessage = messages.filter(m => m.role === "user").pop(); + const lastUserMessage = messages.filter((m) => m.role === "user").pop(); if (lastUserMessage) { // Remove the last assistant message if it was an error const lastMessage = messages[messages.length - 1]; if (lastMessage.role === "assistant" && lastMessage.error) { - setMessages(prev => prev.slice(0, -1)); + setMessages((prev) => prev.slice(0, -1)); } setInput(lastUserMessage.content); inputRef.current?.focus(); @@ -265,19 +292,27 @@ export default function ChatBot() { }; return ( -
+
{/* Header */}
-

{title}

+

+ {title} +

{isLoading && ( - Thinking... + + Thinking... + )}
- {messages.some(m => m.error) && ( + {messages.some((m) => m.error) && (
); -} \ No newline at end of file +} diff --git a/ui/src/vite-env.d.ts b/ui/src/vite-env.d.ts index 77b8ee8..25ad5bc 100644 --- a/ui/src/vite-env.d.ts +++ b/ui/src/vite-env.d.ts @@ -13,4 +13,3 @@ interface ImportMetaEnv { interface ImportMeta { readonly env: ImportMetaEnv; } - From 0ec58bb53de173946e0f5e651be65e83f696eda7 Mon Sep 17 00:00:00 2001 From: Adrian Lyjak Date: Thu, 18 Sep 2025 14:15:34 -0400 Subject: [PATCH 7/8] m --- src/{{ project_name_snake }}/config.py.jinja | 2 -- test-proj/.gitignore | 2 +- test-proj/src/test_proj/config.py | 2 -- test-proj/ui/src/libs/config.ts | 2 +- 4 files changed, 2 insertions(+), 6 deletions(-) delete mode 100644 src/{{ project_name_snake }}/config.py.jinja delete mode 100644 test-proj/src/test_proj/config.py diff --git a/src/{{ project_name_snake }}/config.py.jinja b/src/{{ project_name_snake }}/config.py.jinja deleted file mode 100644 index 1d7f57a..0000000 --- a/src/{{ project_name_snake }}/config.py.jinja +++ /dev/null @@ -1,2 +0,0 @@ -PROJECT_ID = "{{ llama_project_id }}" -ORGANIZATION_ID = "{{ llama_org_id }}" \ No newline at end of file diff --git a/test-proj/.gitignore b/test-proj/.gitignore index 5da78ab..06b8b0d 100644 --- a/test-proj/.gitignore +++ b/test-proj/.gitignore @@ -1,4 +1,4 @@ .env __pycache__ workflows.db -.venv \ No newline at end of file +.venv diff --git a/test-proj/src/test_proj/config.py b/test-proj/src/test_proj/config.py deleted file mode 100644 index 28c04d7..0000000 --- a/test-proj/src/test_proj/config.py +++ /dev/null @@ -1,2 +0,0 @@ -PROJECT_ID = "asdf" -ORGANIZATION_ID = "asdf" diff --git a/test-proj/ui/src/libs/config.ts b/test-proj/ui/src/libs/config.ts index 09c4d72..0b4adfe 100644 --- a/test-proj/ui/src/libs/config.ts +++ b/test-proj/ui/src/libs/config.ts @@ -1,2 +1,2 @@ -export const APP_TITLE = "Test proj"; +export const APP_TITLE = "Test Proj" export const AGENT_NAME = import.meta.env.VITE_LLAMA_DEPLOY_DEPLOYMENT_NAME; From 73d0352f4687ec0f9a1f011f65af02d5ba512fb2 Mon Sep 17 00:00:00 2001 From: Adrian Lyjak Date: Thu, 18 Sep 2025 14:16:31 -0400 Subject: [PATCH 8/8] m --- .env | 2 -- .env.template | 2 ++ test-proj/.env.template | 2 ++ test-proj/ui/src/libs/config.ts | 2 +- ui/src/libs/config.ts | 2 -- ui/src/libs/config.ts.jinja | 2 +- 6 files changed, 6 insertions(+), 6 deletions(-) delete mode 100644 .env create mode 100644 .env.template create mode 100644 test-proj/.env.template delete mode 100644 ui/src/libs/config.ts diff --git a/.env b/.env deleted file mode 100644 index 0da2864..0000000 --- a/.env +++ /dev/null @@ -1,2 +0,0 @@ -# OpenAI API configuration -OPENAI_API_KEY=sk-your-openai-api-key-here diff --git a/.env.template b/.env.template new file mode 100644 index 0000000..eb7fa0a --- /dev/null +++ b/.env.template @@ -0,0 +1,2 @@ +# Copy this to .env and set any necessary secrets +OPENAI_API_KEY=sk-your-openai-api-key-here diff --git a/test-proj/.env.template b/test-proj/.env.template new file mode 100644 index 0000000..eb7fa0a --- /dev/null +++ b/test-proj/.env.template @@ -0,0 +1,2 @@ +# Copy this to .env and set any necessary secrets +OPENAI_API_KEY=sk-your-openai-api-key-here diff --git a/test-proj/ui/src/libs/config.ts b/test-proj/ui/src/libs/config.ts index 0b4adfe..fec32d8 100644 --- a/test-proj/ui/src/libs/config.ts +++ b/test-proj/ui/src/libs/config.ts @@ -1,2 +1,2 @@ -export const APP_TITLE = "Test Proj" +export const APP_TITLE = "Test Proj"; export const AGENT_NAME = import.meta.env.VITE_LLAMA_DEPLOY_DEPLOYMENT_NAME; diff --git a/ui/src/libs/config.ts b/ui/src/libs/config.ts deleted file mode 100644 index 87ce41f..0000000 --- a/ui/src/libs/config.ts +++ /dev/null @@ -1,2 +0,0 @@ -export const APP_TITLE = "Test Project"; -export const AGENT_NAME = import.meta.env.VITE_LLAMA_DEPLOY_DEPLOYMENT_NAME; \ No newline at end of file diff --git a/ui/src/libs/config.ts.jinja b/ui/src/libs/config.ts.jinja index 8832fe5..acd8c84 100644 --- a/ui/src/libs/config.ts.jinja +++ b/ui/src/libs/config.ts.jinja @@ -1,2 +1,2 @@ -export const APP_TITLE = "{{ project_title }}" +export const APP_TITLE = "{{ project_title }}"; export const AGENT_NAME = import.meta.env.VITE_LLAMA_DEPLOY_DEPLOYMENT_NAME;