
RAG Pipeline: 7 Iterations Explained!
Cyril Imhof
Validated RAG Summary: The user uploads any document (including scans, using Google Cloud Vision OCR). Our backend uses a RAG pipeline (powered by Gemini, our Pinecone vector database, and the IndianKanoon API) to generate a validated, easy-to-understand JSON summary. Interactive Mind Map: A single click generates a dynamic, interactive mind map of the document's structure, built with React Flow. This allows users to visually explore legal relationships and risks. AI-Generated Video: The platform automatically generates a short video summary, complete with an AI voiceover (Cloud Text-to-Speech) and custom-generated graphics (Imagen) that match the script. Context-Aware AI Agent: A Gemini-powered chatbot that is only allowed to answer questions based on the user's uploaded document, providing safe, accurate, and hallucination-free answers. Multilingual Support: All outputs—summaries, mind maps, and agent responses—are available in 22+ Indian languages.