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DocuSense with Ollama, FAISS, and Streamlit

This project implements a simple Retrieval-Augmented Generation (RAG) system using:

  • Ollama for running large language models and embeddings locally
  • LangChain for chaining prompts and retrieval
  • FAISS for efficient vector similarity search
  • Streamlit for the user interface

The application allows you to upload PDFs, build a vector index, and interact with your documents through natural language queries.

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