最佳AI代理框架
使用强大的开源框架从头开始构建自定义AI代理。非常适合需要完全控制和定制的开发人员。
AI代理框架是提供创建自定义代理的构建块的库和工具。您不是使用预构建的平台,而是编写代码来编排LLM、管理内存、调用工具和处理错误。像LangChain、LlamaIndex和crewAI这样的框架抽象掉了低级细节,同时给您完全的灵活性。这种方法非常适合构建独特应用程序的开发人员、实验代理架构的研究人员或需要专有解决方案的公司。
Quick Picks
CrewAI
Open-source framework for orchestrating role-playing autonomous AI agents working together as a crew.
LangGraph
LangChain's graph-based framework for building stateful, cyclic agent workflows with loops and persistence.
AutoGen (Microsoft)
Microsoft's open-source framework for building conversational multi-agent systems with human feedback.
比较AI框架
找到最适合您开发需求的框架
CrewAI
Open-source framework for orchestrating role-playing autonomous AI agents working together as a crew.
AutoGen (Microsoft)
Microsoft's open-source framework for building conversational multi-agent systems with human feedback.
LangGraph
LangChain's graph-based framework for building stateful, cyclic agent workflows with loops and persistence.
AgentGPT
Browser-based autonomous AI agent that breaks down goals into tasks and executes them independently.
AI框架提供什么
LLM编排
调用多个LLM提供商的抽象接口
工具管理
定义和管理代理可以使用的工具
记忆系统
内置记忆类型:对话、语义、情节
代理模板
预构建的代理模式和工作流
评估工具
测试和基准代理性能
开源
完全透明、社区贡献、无供应商锁定
Full Comparison
| # | AI Agent | Rating | Ease of Use | Performance | Free Tier | Price | Action |
|---|---|---|---|---|---|---|---|
| 1 | CrewAIEditor's Choice frameworks • 5 models | 4.5 | 4.3 | 4.6 | Free | ||
| 2 | AutoGen (Microsoft) frameworks • 4 models | 4.3 | 4.0 | 4.4 | Free | ||
| 3 | LangGraphEditor's Choice frameworks • 4 models | 4.4 | 4.2 | 4.5 | Free | ||
| 4 | AgentGPT frameworks • 2 models | 4.0 | 4.8 | 3.8 | Free |
AI框架常见问题
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