引入handoffs机制后, 单一的agent便能够同其他agent交互, 理论上实现了single-agent 到multi-agent的演变。 根据cookbook的例子, # 导入必要的库frompydanticimportBaseModelimportjson# 定义代理类classAgent(BaseModel):name:strinstructions:strtools:
OpenAI Swarm是一个由 OpenAI Solutions 团队开发的实验性框架,专门用于构建、编排和部署多智能体系统(multi-agent systems)。它旨在为开发人员提供一个轻量、可控且易于测试的工具集,帮助他们设计和管理多个相互协作的AI代理(Agent),并让多个智能体协同工作,以便处理复杂的任务和工作流。 这个框架使用 Python 编写,依...
输出与追踪 subgraph "3: 输出与追踪" L -->|12.格式化输出| M[处理输出] M -->|13.应用护栏| N[验证输出] N -->|14.记录追踪| O[生成追踪数据] O -->|15.返回结果| P[完成] end %% 组件关系 User -->|输入查询| Runner Runner --> Agent Agent --> Tools Agent --> Context Agent -...
A lightweight, powerful framework for multi-agent workflows Python11,337MIT1,64616835UpdatedJun 11, 2025 openai-cookbookPublic Examples and guides for using the OpenAI API MDX64,577MIT10,6252516UpdatedJun 11, 2025 People View all Most used topics ...
Jan 20, 2023 Embedding texts that are longer than the model's maximum context length EmbeddingsTiktoken Jan 18, 2023 How to count tokens with Tiktoken CompletionsTiktoken Dec 16, 2022 Unit test writing using a multi-step prompt Completions ...
Examples and guides for using the OpenAI API. Contribute to openai/openai-cookbook development by creating an account on GitHub.
assistant-voice-agent seratch-gtp_actions_aws jhall-agent-basics-cookbook anurag-mfgvision-newcookbook pap/retrieval shikhar-mandeep-branch danial/vision-ft-backup lxing-gdriverevision charu_promptcaching girish-mongodb-vector danial/pydantic-structured-outputs fix-tags aaronwilkowitz/fix-tags katia/so...
To learn how to spin up your own remote MCP server, check out this guide fromCloudflare(opens in a new window). To learn how to use the MCP tool in the Responses API, check out thisguide(opens in a new window)in our API Cookbook. ...
path: examples/How_to_build_a_tool-using_agent_with_Langchain.ipynb date: 2023-05-02 authors: - colin-openai tags: - completions - embeddings - title: How to use functions with a knowledge base path: examples/How_to_call_functions_for_knowledge_retrieval.ipynb date: 2023-06...
通常情况下,科技巨头如OpenAI在发布新技术时,往往会选择高调宣传,吸引媒体与公众的关注。然而,这次的Swarm研究却采取了低调的发布策略,只在官网的Cookbook和GitHub上进行分享,甚至连官方社交媒体的宣传力度也显得微乎其微。这种反常的行为引发了外界的好奇:是什么促使OpenAI选择这样的方式?