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PDF Insight AI - Chat with Your Documents 📘

A Streamlit application that lets you chat with PDF documents using Google's Gemini AI and semantic search capabilities.

Demo Screenshot

Features ✨

  • PDF Processing: Extract text from multi-page PDF documents
  • Smart Chunking: Recursive text splitting with overlap for context preservation
  • Semantic Search:
    • Sentence Transformers for embeddings
    • FAISS vector database for efficient similarity search
  • AI-Powered Answers:
    • Google Gemini 1.5 Flash for intelligent responses
    • Context-aware question answering
    • Feynman technique activation for concept explanations
  • Streamlit Interface:
    • Responsive chat interface
    • Real-time processing indicators
    • Session state management

Installation 🛠️

  1. Clone Repository
git clone https://github.com/yourusername/pdf-insight-ai.git
cd pdf-insight-ai

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RAG application where you can chat with your pdfs.

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