Amazon Bedrock AgentsKnowledge BasesS3OpenSearch Serverless/Pinecone/S3 VectorsIAMintermediate30 min

AWS Bedrock Agents + S3 knowledge base

Retrieval-Augmented Generation (RAG) for agents using private S3 data

Prerequisites

  • →AWS account with Bedrock access
  • →IAM service role for Bedrock
  • →S3 bucket with documents (TXT
  • →PDF
  • →etc.)
  • →model access enabled (e.g.
  • →Titan Embeddings)
  • →vector store like OpenSearch Serverless or S3 Vectors available. [Snaplogic Tutorial](https://docs.snaplogic.com/snaps/snaps-machine-learning/sp-amazon-bedrock-llm/acct-config-abr-kb-agent.html)

Further reading