From b7441ee9ef8f4cd1ee0bb4dc3346fb9c62e21278 Mon Sep 17 00:00:00 2001 From: Andreas Chandra Date: Sun, 6 Jul 2025 14:56:29 +0700 Subject: [PATCH] #19 fix: thread_id, overflow retrieved docs --- .gitignore | 2 +- app.py | 4 +- chatbot.py | 53 ++++++++-- pyproject.toml | 2 +- run.sh | 3 +- uv.lock | 278 ++++++++++++++++++++++++++++++++++++++++++++----- 6 files changed, 304 insertions(+), 38 deletions(-) mode change 100644 => 100755 run.sh diff --git a/.gitignore b/.gitignore index 11aa95a..49e0536 100644 --- a/.gitignore +++ b/.gitignore @@ -10,6 +10,6 @@ wheels/ .venv # custom -chroma_db/ +.chroma_db .env .ipynb_checkpoints diff --git a/app.py b/app.py index 2280b9a..93e1fad 100644 --- a/app.py +++ b/app.py @@ -64,7 +64,9 @@ def main(): with st.chat_message("assistant"): with st.spinner("Thinking..."): try: - answer, sources = st.session_state.chatbot.ask_question(prompt) + answer, sources = st.session_state.chatbot.ask_question( + prompt, thread_id=st.session_state.thread_id + ) st.markdown(answer) if sources: diff --git a/chatbot.py b/chatbot.py index a6f748e..25aaf9f 100644 --- a/chatbot.py +++ b/chatbot.py @@ -10,6 +10,7 @@ PyPDFLoader, TextLoader, ) +from langchain_core.documents import Document from langchain_core.messages import SystemMessage from langchain_core.tools import tool from langchain_huggingface import HuggingFaceEmbeddings @@ -39,7 +40,7 @@ def __init__(self): self.vector_store = Chroma( collection_name="docs", embedding_function=embeddings, - persist_directory="./chroma_db", + persist_directory="./.chroma_db", ) print("Init ToolNode...") @@ -112,6 +113,7 @@ def retrieve(query: str): (f"Source: {doc.metadata}\n" f"Content: {doc.page_content}") for doc in retrieved_docs ) + retrieved_docs = [doc.__dict__ for doc in retrieved_docs] return serialized, retrieved_docs return retrieve @@ -127,7 +129,7 @@ def query_or_respond(self, state: MessagesState) -> Dict: _type_: _description_ """ - print(f"State messages in query_or_respond: {state['messages']}") + print(f"State messages in query_or_respond: {state['messages']}\n") messages = state["messages"] if not any(msg.type == "system" for msg in messages): @@ -235,11 +237,48 @@ def ask_question(self, question: str, thread_id: str = None) -> Tuple[str, List] print(f"Response from graph: {response}\n") print(f"Latest response: {latest_response}\n") - retrieved_docs = [] - for msg in response["messages"]: - if msg.type == "tool" and hasattr(msg, "artifact") and msg.artifact: - retrieved_docs.extend(msg.artifact) + latest_tool_msg = next( + ( + msg + for msg in reversed(response["messages"]) + if msg.type == "tool" and hasattr(msg, "artifact") and msg.artifact + ), + None, + ) - print(f"Total retrieved documents: {len(retrieved_docs)}") + retrieved_docs = [] + if latest_tool_msg: + for artifact in latest_tool_msg.artifact: + if isinstance(artifact, dict): + doc = Document( + id=artifact["id"], + page_content=artifact["page_content"], + metadata=artifact["metadata"], + page_content_type=artifact["page_content"], + ) + else: + doc = artifact + retrieved_docs.append(doc) + + # retrieved_docs = [] + # for msg in response["messages"]: + # if msg.type == "tool" and hasattr(msg, "artifact") and msg.artifact: + # for artifact in msg.artifact: + # if isinstance(artifact, dict): + # # Convert dict to Document if necessary + # doc = Document( + # id=artifact["id"], + # page_content=artifact["page_content"], + # metadata=artifact["metadata"], + # page_content_type=artifact["page_content"], + # ) + # else: + # doc = artifact + + # retrieved_docs.append(doc) + + print(f"Total retrieved documents: {len(retrieved_docs)}\n") + print(f"Retrieved documents: {retrieved_docs}\n") + print("=" * 50) return latest_response.content, retrieved_docs diff --git a/pyproject.toml b/pyproject.toml index c6b032f..d7ec27c 100644 --- a/pyproject.toml +++ b/pyproject.toml @@ -6,7 +6,7 @@ readme = "README.md" requires-python = ">=3.11" dependencies = [ "torch==2.7.1", - 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