SanaNasir/ai-document-intelligence
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๐ค AI Document Intelligence Platform
Enterprise-grade document analysis powered by Retrieval-Augmented Generation (RAG) architecture.
๐ Features
- Multi-Format Support: PDF, DOCX, TXT document processing
- Semantic Search: FAISS vector database for intelligent document retrieval
- AI-Powered Q&A: Groq API integration for fast, accurate responses
- Quick Insights: 6 preset analysis types
- Source Citation: Shows document sections used for answers
๐ ๏ธ Technical Stack
- Frontend: Streamlit
- AI Framework: LangChain
- LLM: Groq API (Llama-3.1-8B-Instant)
- Vector Database: FAISS
- Embeddings: Sentence Transformers
๐ง Usage
- Enter Groq API key in sidebar
- Upload document (PDF/DOCX/TXT)
- Process document
- Ask questions or use analysis features
Built with โค๏ธ using Advanced AI Technologies
