Production-ready multi-agent PDF RAG system with LangGraph, FastAPI, React, reflection/retry, citations, evaluation, and LLM cost observability.
docker structured-logging multi-agents fastapi llm-agents faiss-vector-database rag-chatbot llm-observability agentic-rag deepseek-api langgraph-agents agent-evaluation reflection-agent pdf-agent
-
Updated
Sep 2, 2026 - Python