Amazon Bedrock Knowledge Bases

Amazon Bedrock Knowledge Bases is a fully managed RAG (Retrieval-Augmented Generation) solution that handles data ingestion, embedding generation, vector storage, retrieval with reranking, source attribution, and session context management.

Overview

What It Does

Amazon Bedrock Knowledge Bases provides:

• Data Ingestion: Automatically process documents from S3, web, Confluence, SharePoint, Salesforce
• Embedding Generation: Convert text to vectors using foundation models
• Vector Storage: Store embeddings in multiple vector database options
• Retrieval: Semantic and hybrid search with metadata filtering
• Generation: RAG workflows with source attribution
• Session Management: Multi-turn conversations with context
• Chunking Strategies: Fixed, semantic, hierarchical, and custom chunking

When to Use This Skill