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documentation-assistant

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Documentation assistant for developers who want to quickly understand and query large documentation sites. Built with a modern tech stack including Firecrawl for llm-ready web crawling, Unstructured for document processing, MongoDB Atlas for vector search, and OpenAI for embeddings and generation.

  • Updated Jan 16, 2026
  • Python

A lightweight agentic RAG-style chatbot that answers questions about LangChain using retrieved documentation as the primary source. Built with LangChain, Chroma, Ollama, and Streamlit.

  • Updated Sep 15, 2026
  • Python

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