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DAPR通过AI代理支持增强微服务

DAPR通过AI代理支持增强微服务

2025-04-10
144

早在2019年,微软通过开源DAPR迈出了大胆的步骤,DAPR旨在简化分布式基于微服务的应用程序的开发。当时,AI代理人不在雷达上,但DAPR已经为他们奠定了基础。 DAPR的一个关键特征是使用虚拟参与者,可以独立处理和处理消息,为后来对AI代理至关重要的舞台设置阶段。

快进到今天,DAPR团队很高兴介绍DAPR代理,这是一项新的计划,旨在帮助开发人员更轻松地构建AI代理。 DAPR的共同创造者兼维护者Yaron Schneider表示:“代理是DAPR的很好用例。”他解释说,DAPR的参与者提供了一种轻巧,可扩展和资源有效的运行方式,但是开发人员仍然需要处理很多业务逻辑。尽管存在其他框架,但DAPR以其强大的编排和状态功能脱颖而出。

图片来源:DAPR
DAPR代理的概念受到Floki的启发,Floki是一个为AI代理应用程序扩展DAPR的开源项目。在与Floki的维护者(包括Microsoft AI研究人员Roberto Rodriguez)进行了讨论之后,该决定是将Floki集成到DAPR生态系统中的决定,以确保这种创新代理框架的持续发展。

DAPR的另一位共同创建者和维护者Mark Fussell将代理系统视为分布式系统的新术语。他指出:“您现在可以将它们称为代理,而不是将它们称为微服务,主要是因为您可以将大型语言模型放在其中。”该团队强调了DAPR提供的编排引擎和状态实现的有效协调这些代理的需求。 DAPR的演员旨在高效,能够以毫秒启动,以处理消息并关闭一旦任务完成,同时保留其状态。

目前,DAPR代理可以与流行的模型提供商无缝集成,例如AWS Bedrock,OpenAI,人类,Mistral和Hugging Face,并支持当地的LLMS上方。除了模型交互之外,DAPR代理还利用了现有的DAPR框架,使开发人员可以定义代理可以用来完成任务的工具。

目前,DAPR代理支持Python,很快就会出现.NET支持,其次是Java,JavaScript和Go。这种扩展旨在使DAPR代理成为希望利用AI代理在其应用中的力量的开发人员的多功能工具。

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评论 (50)
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KevinGarcia
KevinGarcia 2025-04-10 08:00:00

Dapr's integration with AI agents is a game-changer for microservices! It's like they knew AI was coming even back in 2019. Makes developing distributed apps so much easier, though I wish the documentation was a bit more detailed. Still, a solid tool for any dev team!

ThomasAllen
ThomasAllen 2025-04-10 08:00:00

DaprがAIエージェントをサポートするようになったのは素晴らしいですね!2019年からこの準備をしていたなんて、先見の明があります。分散アプリケーションの開発が簡単になりました。ただ、ドキュメントがもう少し詳しければ完璧だったのに。

TimothySanchez
TimothySanchez 2025-04-10 08:00:00

Dapr가 AI 에이전트를 지원하게 되어서 정말 좋습니다! 2019년부터 준비해왔다는 게 놀랍네요. 분산 애플리케이션 개발이 훨씬 쉬워졌어요. 다만 문서가 좀 더 자세했으면 좋겠어요. 그래도 훌륭한 도구입니다!

MatthewLewis
MatthewLewis 2025-04-10 08:00:00

A integração do Dapr com agentes de IA é incrível! Parece que eles já sabiam que a IA estava chegando desde 2019. Facilita muito o desenvolvimento de aplicativos distribuídos, mas a documentação poderia ser mais detalhada. Ainda assim, uma ferramenta sólida para qualquer equipe de desenvolvimento!

BillyRoberts
BillyRoberts 2025-04-10 08:00:00

¡La integración de Dapr con agentes de IA es un cambio de juego para los microservicios! Parece que sabían que la IA estaba en camino desde 2019. Hace que el desarrollo de aplicaciones distribuidas sea mucho más fácil, aunque desearía que la documentación fuera un poco más detallada. ¡Aun así, una herramienta sólida para cualquier equipo de desarrollo!

FrankMartínez
FrankMartínez 2025-04-10 08:00:00

Dapr has been a lifesaver for our microservices project! Integrating AI agents was smoother than expected, thanks to Dapr's solid foundation. Only wish it had more out-of-the-box AI tools, but hey, it's a great start! Keep up the good work, Microsoft!

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