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.
python agent streaming multi-tenant ai chatbot embeddings openai gpt conversational-ai faiss rag vector-database llm langchain langchain-python document-qa retrieval-augmented-generation langgraph longtrainer
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Updated
Feb 22, 2026 - Python