aws-samples/amazon-bedrock-samples — reverse-engineered prompt

Build me a beginner friendly Amazon Bedrock samples repo with a simple docs website and runnable Jupyter notebook examples.

I want it to help someone with AWS access learn Bedrock step by step. Include sections for getting started, prompt engineering, agents and tool use, embeddings, RAG, multimodal examples, custom models, responsible AI, evaluation and observability, cost awareness, and moving a proof of concept toward production. Each section should have a short README that explains what the example does, what AWS permissions are needed, and how to run it.

Keep the examples practical and easy to follow, not overly fancy. Add a clear getting started page that tells users they need Bedrock access and IAM permissions, with a simple sample policy. Make the structure easy to browse from the docs site and from GitHub.

Use current Amazon Bedrock docs if you need to check model names or setup details.