Guide — Updated August 2026
A clear, current explanation of Amazon Bedrock — what it is, how it works, and how the pieces fit — for engineers and candidates.
Heard about Amazon Bedrock but unsure what it actually is versus SageMaker, or how RAG, Guardrails, and agents fit together? This guide explains it in practical terms.
Amazon Bedrock is AWS’s fully managed service for building generative AI applications with foundation models — Amazon Nova, Anthropic Claude, Meta Llama, Mistral, Cohere, and more — behind one API. This guide covers how it works: the Converse API and inference options (on-demand, provisioned throughput, inference profiles, cross-region inference, intelligent prompt routing), Knowledge Bases for RAG, Guardrails (including automated reasoning checks) for responsible AI, Bedrock Flows and Prompt Management, Data Automation for multimodal extraction, model customization, and how AgentCore extends Bedrock for production agents. It reflects the AWS state through August 2026 and points you to hands-on support when you want it.
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