AWS has introduced a new agentic retrieval capability for its Amazon Bedrock Knowledge Base, enhancing retrieval-augmented generation (RAG) systems. This new feature allows a reasoning agent to dynamically decide when and where to retrieve information, enabling multi-turn planning and tool-driven retrieval for more comprehensive and cited answers. The update simplifies the process by managing ingestion, storage, and indexing, and provides built-in observability tools like CloudWatch dashboards for better system understanding. AI
IMPACT Enhances enterprise RAG systems by enabling more sophisticated, multi-turn information retrieval and grounded answers.
RANK_REASON This is a product update for a cloud service, not a new frontier model release or core research.
Read on AWS Machine Learning Blog →
- AgentCore
- AgenticRetrieveStream API
- Amazon Bedrock
- Amazon Bedrock Knowledge Base
- Amazon OpenSearch Serverless
- Amazon S3
- AWS Cloud Development Kit
- retrieval-augmented generation
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