使用 Amazon Bedrock AgentCore 评估构建可靠的 AI 代理

📄 中文摘要

Amazon Bedrock AgentCore 评估是一项完全托管的服务,旨在评估 AI 代理在开发生命周期中的性能。该服务通过多个质量维度来衡量代理的准确性,提供了两种评估方法,分别适用于开发和生产环境。此外,提供了实用的指导,帮助开发者构建可以自信部署的代理。这些评估方法确保代理在不同阶段的表现都能达到预期标准,从而提升 AI 代理的可靠性和有效性。

📄 English Summary

Build reliable AI agents with Amazon Bedrock AgentCore Evaluations

Amazon Bedrock AgentCore Evaluations is a fully managed service designed to assess the performance of AI agents throughout the development lifecycle. The service measures agent accuracy across multiple quality dimensions and offers two evaluation approaches tailored for development and production environments. Additionally, practical guidance is provided to help developers build agents that can be confidently deployed. These evaluation methods ensure that agents meet expected standards at different stages, thereby enhancing the reliability and effectiveness of AI agents.

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数据源: OpenAI, Google AI, DeepMind, AWS ML Blog, HuggingFace 等