Sm313-25/document-intelligence

📄 Document Intelligence

Transform documents into insights with AI-powered analysis.

Features

• —📤 Multi-format Support: Process PDFs, Word, PowerPoint, Excel documents
• —🔍 Intelligent Q&A: Ask natural language questions about your documents
• —📊 Data Visualization: Automatic chart generation from your data
• —📝 Report Generation: Create comprehensive reports from document analysis
• —🆓 100% Free: Runs entirely locally with no API keys required

How to Use

1. 1.Upload Documents: Go to the "Upload Documents" tab and select your files
2. 2.Ask Questions: Navigate to "Ask Questions" and query your documents
3. 3.Generate Reports: Use "Analysis & Reports" for visualizations and insights

Technology Stack

• —Document Processing: Docling for multi-format document extraction
• —RAG System: LangGraph for retrieval-augmented generation
• —Vector Database: ChromaDB for semantic search
• —Embeddings: Sentence Transformers (local, no API key)
• —LLM: Hugging Face Inference API (free tier)

Configuration

This Space uses:

• —Local embeddings (sentence-transformers)
• —Hugging Face Inference API for LLM (free tier)
• —Persistent storage for ChromaDB vector database

Source Code

Full source code and documentation: GitHub Repository

License

MIT License - see LICENSE file for details