by Shunku
RAG: Retrieval-Augmented Generation Fundamentals
Learn how Retrieval-Augmented Generation (RAG) combines LLMs with external knowledge to produce accurate, up-to-date responses. Understand the architecture and best practices.
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Learn how Retrieval-Augmented Generation (RAG) combines LLMs with external knowledge to produce accurate, up-to-date responses. Understand the architecture and best practices.
Build RAG applications with Amazon Bedrock Knowledge Bases. Learn data ingestion, chunking strategies, retrieval configuration, and the RetrieveAndGenerate API.
Implement advanced RAG patterns with Amazon Bedrock. Learn hybrid search, query rewriting, re-ranking, multi-step retrieval, and context optimization techniques.