README.md

metadata

title: AI Document Intelligence System (with RAG)
emoji: 📚
colorFrom: blue
colorTo: green
sdk: gradio
sdk_version: 4.10.0
app_file: app/main.py
pinned: false

AI Document Intelligence System

Upload documents and ask questions. Built with:

• LangChain for RAG orchestration
• ChromaDB for vector storage
• Sentence Transformers for embeddings
• Gradio for UI

Features

• Interactive document processing
• Context-aware question answering
• Support for multiple file formats
• Real-time processing and analysis
• Multi-language support
• Customizable knowledge base

Installation

To get started with the AI Document Intelligence System, follow these steps:

1. Clone the repository:

   git clone https://github.com/yourusername/ai-document-intelligence.git
   cd ai-document-intelligence
   

2. Create a virtual environment and activate it:

   python -m venv venv
   source venv/bin/activate  # On Windows, use `venv\Scripts\activate`
   

3. Install the required dependencies:

   pip install -r requirements.txt
   

4. Run the application:

   python app/main.py
   

5. Open your web browser and navigate to the provided local URL to access the Gradio interface.

Usage:

1. Upload a PDF/DOCX/TXT file
2. Click "Process Document"
3. Ask questions about the content
4. Get answers with source citations