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tonykipkemboi/ollama_pdf_rag

A local RAG application that lets users chat with their PDF documents using Ollama and LangChain.

523 stars TypeScript RAG · SearchChat Assistants
ollama_pdf_rag
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The application provides a full-stack solution with a Next.js web interface, a Streamlit alternative UI, and a FastAPI backend for programmatic access. It leverages ChromaDB as a vector store, implements multi-query retrieval with source citations, and processes all data locally without sending information externally. The project includes Jupyter notebooks for experimentation and learning.

heatdrop uses Google Analytics to see which pages get read — nothing else. Your call. How we handle data.