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Build multi-tenant agentic chat applications on enterprise data with Amazon Bedrock Managed Knowledge Base

AWS Machine Learning Blog · Aug 31, 2026 · Product Launches

Amazon Bedrock Managed Knowledge Base now supports multi-tenant agentic retrieval with per-user data isolation.

AWS published a reference architecture for building multi-tenant document chat applications using Amazon Bedrock Managed Knowledge Base, highlighting built-in per-user data isolation enforced server-side and multi-hop agentic retrieval. The service abstracts ingestion, embedding, vector indexing, and retrieval infrastructure, letting teams focus on product logic rather than retrieval stack engineering. This is a meaningful enterprise RAG capability but is an AWS-specific managed-service tutorial rather than a broader industry signal.

amazon-bedrock rag multi-tenant agentic-retrieval knowledge-base enterprise

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