Build observable enterprise agentic retrieval using Managed Amazon Bedrock Knowledge Base with AWS CloudFormation
TL;DR
This post builds an enterprise agentic retrieval solution on the Amazon Bedrock Managed Knowledge Base and Amazon Bedrock AgentCore. An agent reasons, routes across multiple knowledge bases, and returns cited answers, with seven layers of observability and both on-demand and continuous evaluation, all deployed with a single AWS CloudFormation chain.
Nauti's Take
For small teams, the operational side deserves the first test: can the seven-layer observability setup be applied to real workflows without substantial AWS complexity and cost? Before production use, measure source quality, routing errors, evaluation spend, and the maintenance burden of ongoing CloudFormation changes against real queries.
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