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This notebook is a proof-of-concept (PoC) for a multi-modal RAG (Retrieval-Augmented Generation) project using LlamaIndex and LanceDB. It serves as a foundational prototype that can be modularized and extended for production deployment on the cloud....further making it into modular code, if time allows.
Multi-modal RAG system with vector embeddings for text retrieval, GPT-4V for image understanding, and knowledge graphs for relationship mapping across PDF documents.