Retrieval-Augmented Generation (RAG) and Knowledge Bases

Topics Covered

• This module explains Retrieval-Augmented Generation (RAG) architectures that combine foundation models with enterprise knowledge. Participants will build intelligent search and question-answering solutions.

Topics Covered

• Retrieval-Augmented Generation
• Embeddings
• Vector Databases
• Amazon Bedrock Knowledge Bases
• Amazon OpenSearch Service
• Document Processing
• Semantic Search
• Enterprise Knowledge Management
• RAG Best Practices