aaronjimv/open-source-web-chatbot-using-rag
This project implements a web-based chatbot using open source technology
Implements retrieval-augmented generation (RAG) to ground chatbot responses in website content, using LangChain to orchestrate document loading, semantic chunking, and vector storage in ChromaDB. Leverages locally-run phi-3 model via Ollama for inference and Streamlit for the frontend, enabling domain-specific conversations without model retraining.
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Python
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MIT
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Last pushed
May 01, 2024
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