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ollama-embeddings

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armanjscript / Hybrid-RAG-chatbot

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A powerful web-based application designed to answer questions based on the content of uploaded PDF documents. This project leverages a Hybrid Retrieval-Augmented Generation (RAG) approach, combining the strengths of vector-based semantic search and keyword-based search to deliver accurate and relevant responses

chroma bm25 pypdf rag streamlit langchain chromadb ollama rag-chatbot langchain-ollama ollama-embeddings hybrid-rag qwen2-5 ensemble-retriever
  • Updated Jul 26, 2025
  • Python

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