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SanaNasir/ai-document-intelligence

sourceHugging Faceupdated 10mo agoView on Hugging Face
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App README

๐Ÿค– AI Document Intelligence Platform

Enterprise-grade document analysis powered by Retrieval-Augmented Generation (RAG) architecture.

๐Ÿš€ Features

  • โ€”Multi-Format Support: PDF, DOCX, TXT document processing
  • โ€”Semantic Search: FAISS vector database for intelligent document retrieval
  • โ€”AI-Powered Q&A: Groq API integration for fast, accurate responses
  • โ€”Quick Insights: 6 preset analysis types
  • โ€”Source Citation: Shows document sections used for answers

๐Ÿ› ๏ธ Technical Stack

  • โ€”Frontend: Streamlit
  • โ€”AI Framework: LangChain
  • โ€”LLM: Groq API (Llama-3.1-8B-Instant)
  • โ€”Vector Database: FAISS
  • โ€”Embeddings: Sentence Transformers

๐Ÿ”ง Usage

  1. 1.Enter Groq API key in sidebar
  2. 2.Upload document (PDF/DOCX/TXT)
  3. 3.Process document
  4. 4.Ask questions or use analysis features

Built with โค๏ธ using Advanced AI Technologies