Strands Agents开源 SDK 用于构建和orchestrate 单或多 agent 系统与LLM和工具集成

5.0 (5)

审阅者 Daniel Nikulshyn·更新 2026年7月

Open Source SDK Agents Multi-Agent LLM Orchestration Developer Tools Tool Integration

概览

Strands Agents 是一个开源 SDK，用于构建和orchestrate 单或多 agent 系统与大规模自然语言处理模型（LLMs）和工具集成。它允许开发者通过定义工具和钩子来创建生产就绪的代理。SDK 支持 Python 和 TypeScript 两种语言，提供每种语言的例子。Strands Agents 使开发者能够创建自定义代理，它们可以与各种工具和模型交互，促进复杂的工作流和应用。这个工具包旨在灵活，可与不同的 LLMs 和云服务进行集成。截至目前，Strands Agents 已在 GitHub 得到了 6,200 颗星的支持，广受开发者关注，因为他们想要构建高级的 AI 系统。

主要功能

内嵌的 AI 模型定制和开发
支持单个代码库跨云环境
通用的输出解析器

价格

模型: Freemium
分类: AI Agent Development Frameworks
评分: 5.0 / 5 (5)

使用场景

开发者可以使用 SDK 快速创建依赖LLMs和外部工具的独立AI代理。

通过协调多个专门化代理，使它们合作、委托和共享上下文，以解决超出单个代理范围的复杂工作流。

连接语言模型、API、数据库和自定义功能，使代理能够执行真实操作并获取直播信息。

使用开放源代码的构建块快速Prototype、测试和迭代agent-based自动化，以便在生产投放之前进行快速试验。

优点 & 缺点

优点

将 AI 集成到应用程序中
在项目中无缝地添加 SDK
为不同模型、云的简单构建指南

缺点

由于定制选项和要求而具有陡峭的学习曲线
与特定的模型或工具集成可能需要额外的设置
在多 agent 系统中调试和错误处理可能会复杂

评测

5.0

5 个评分的平均值。

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Tomáš Novák

May 1, 2026

Use it every day

Honestly didn't expect to like it this much. The automation is exactly what I needed, and support is responsive. but I reach for it almost every day now and it just clicks.

Olga Ivanova

May 1, 2026

Does the job

Pretty happy overall. The onboarding just works and support is responsive. The mobile experience lags can be annoying, but no dealbreakers — I'd recommend it to a friend without hesitating.

Devin Walker

Dec 22, 2025

Compared a few options

Evaluated this against two competitors. Where it wins: the automation and the value for money is strong. On balance the feature set — especially the onboarding — justifies the 5 stars for our use case.

Tariq Aziz

Jun 23, 2025

Compared a few options

Evaluated this against two competitors. Where it wins: the integrations and the value for money is strong. On balance the feature set — especially the integrations — justifies the 5 stars for our use case.

Ingrid Bauer

Jun 3, 2025

Years in this space

I've evaluated a lot of these over the years. What stands out here is the API — handled better than most — and the value for money is strong. The mobile experience lags is my one real gripe. Worth the time if this is your use case.

问答

Is Strands Agents free to use?

Yes, Strands Agents is an open-source SDK, so it is free to use. You can build and orchestrate agent systems without licensing fees, though you may incur costs from the underlying LLM providers you connect to.

Does Strands Agents support tool integration with LLMs?

Yes, tool integration with LLMs is a core capability of the SDK. This allows your agents to call external tools and functions alongside language model reasoning to complete tasks.

Can I build multi-agent systems with Strands Agents, or just single agents?

Strands Agents supports both single-agent and multi-agent system architectures. The SDK is designed to orchestrate either setup, giving you flexibility depending on the complexity of your use case.