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AWS

111 items

DOCAWS Machine Learning Blog·12d ago

Evaluating Deep Agents using LangSmith on AWS

This post provides a practical guide combining learnings from LangChain and Anthropic to evaluate deep AI agents. It details how to apply evaluation patterns, build offline evaluations with pytest and LangSmith, and configure online monitoring using a text-to-SQL agent with Amazon Bedrock.

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DOCAWS Machine Learning Blog·13d ago

How AWS SMGS uses an AI-powered conversational assistant to transform business management with Amazon Bedrock AgentCore

This post details how NarrateAI, an AI-powered conversational assistant, was built using Amazon Bedrock AgentCore to deliver business intelligence at scale for AWS SMGS. It covers the two-layer architecture, specialized AI agents for routing and validation, and key engineering patterns for production deployment.

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