Sameer-Handsome173/Multi_Modal_RAG

🚀 Multimodal RAG Service

A unified service for PDF ingestion and multimodal querying using RAG (Retrieval-Augmented Generation).

Features

• —📄 PDF text extraction
• —📊 Table extraction
• —🖼️ Image extraction
• —🤖 Multimodal summarization
• —🔍 Vector similarity search
• —💬 Context-aware answering

API Endpoints

• —POST /ingest - Upload and process PDF files
• —POST /query?question=YOUR_QUESTION&k=5 - Query the system
• —GET /stats - View system statistics
• —GET /docs - Interactive API documentation

Usage

Visit the deployed space and use the /docs endpoint for interactive API documentation.