document-qa
Production-ready RAG framework for Python — multi-tenant chatbots with streaming, tool calling, agent mode (LangGraph), vector search (FAISS), and persistent MongoDB memory. Built on LangChain.
Verify LLM output against your source documents. Catch hallucinations in RAG pipelines and agentic workflows before they reach users.