Simple Stateless RAG System

Marcelo Lewin

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Explore the mechanics of a simple Retrieval-Augmented Generation (RAG) system with this detailed, easy-to-follow diagram. Learn the three phases of RAG including Document Ingestion, User Query and observe how the LLM results are generated and agumented. Finally, learn what chunking is, how the embedding model works and what a vector database is used for.

Marcelo Lewin

Data and Content Architect @ Intelligent Content Academy

I'm a data and content architect (and geek). I love data architecting and content modeling.

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