Advanced RAG Systems: Handling Multi-Modal Data (Text, Images, Audio) with LLMs | Complete Guide

Description

Website Link: https://systemdrd.com/ Learn how to build advanced Retrieval-Augmented Generation (RAG) systems that handle multi-modal data including text, images, audio, and video using cutting-edge LLMs, vector databases, and embeddings. In this video, we cover multi-modal RAG architecture, cross-modal retrieval, semantic search, OpenAI embeddings, LangChain pipelines, and real-world AI applications. Discover how to combine computer vision, NLP, and audio processing into a unified intelligent system for AI search, chatbots, recommendation systems, and enterprise AI solutions. Perfect for developers exploring Generative AI, multimodal AI, deep learning, vector search, FAISS, Pinecone, and production-ready RAG pipelines. Stay ahead with trending topics like GPT-4, multimodal LLMs, AI agents, and knowledge retrieval systems. #rag #multimodalai #generativeai #llm #vectordatabase