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RAG PDF Chatbot

A Retrieval-Augmented Generation (RAG) chatbot built using Python, ChromaDB, Sentence Transformers, and Google Gemini API.

Features

  • PDF text extraction
  • Text chunking
  • Embedding generation
  • ChromaDB vector storage
  • Semantic search
  • Gemini-powered answers

Tech Stack

  • Python
  • ChromaDB
  • Sentence Transformers
  • Google Gemini API
  • LangChain

Run

pip install -r requirements.txt python rag_bot.py

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RAG PDF Chatbot using Python, ChromaDB, Sentence Transformers and Gemini API

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