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Welcome to the repository for [Pydantic AI](https://ai.pydantic.dev/), an open source provider-agnostic GenAI agent framework (and LLM library) for Python, maintained by the team behind [Pydantic Vali

Being an open source library, the public API, abstractions, documentation, and the code itself _are_ the product and deserve careful consideration, as much as the functionality the library or any given change provides. This means that when implementing a feature or other change, the "how" is as impo

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repos:

- repo: https://github.com/pre-commit/pre-commit-hooks

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site

.venv

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Responses starter app

[![MIT License](https://img.shields.io/badge/License-MIT-green.svg)](LICENSE)

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See https://help.github.com/articles/ignoring-files/ for more about ignoring files.

/node_modules

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Security Policy

For a more in-depth look at our security policy, please check out our [Coordinated Vulnerability Disclosure Policy](https://openai.com/security/disclosure/#:~:text=Disclosure%20Policy,-Security%20is%20essential&text=OpenAI%27s%20coordinated%20vulnerability%20disclosure%20policy,expect%20from%20us%20

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![Swarm Logo](assets/logo.png)

> [!IMPORTANT]

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repos:

- repo: https://github.com/hhatto/autopep8

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Editors

.vscode/

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site_name: OpenAI Agents SDK

theme:

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OpenAI Agents SDK [![PyPI](https://img.shields.io/pypi/v/openai-agents?label=pypi%20package)](https://pypi.org/project/openai-agents/)

The OpenAI Agents SDK is a lightweight yet powerful framework for building multi-agent workflows. It is provider-agnostic, supporting the OpenAI Responses and Chat Completions APIs, as well as 100+ other LLMs.

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Codex Execution Plans (ExecPlans)

This file defines how to write and maintain an ExecPlan: a self-contained, living specification that a novice can follow to deliver observable, working behavior in this repository.

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Read the AGENTS.md file for instructions.

generic skill

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Contributor Guide

This guide helps new contributors get started with the OpenAI Agents Python repository. It covers repo structure, how to test your work, available utilities, and guidelines for commits and PRs.

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{

"tabWidth": 4,

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macOS Files

.DS_Store

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Awesome MCP Servers ![Awesome](https://cdn.rawgit.com/sindresorhus/awesome/d7305f38d29fed78fa85652e3a63e154dd8e8829/media/badge.svg)

A curated list of awesome Model Context Protocol (MCP) servers. MCP is an open protocol that enables AI models to securely interact with local and remote resources through standardized server implementations. This list focuses on production-ready and experimental MCP servers that extend AI capabilit

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Contribution Guidelines

Please ensure your pull request adheres to the following guidelines:

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Contributor Covenant Code of Conduct

In the interest of fostering an open and welcoming environment, we as contributors and maintainers pledge to making participation in our project and our community a harassment-free experience for everyone, regardless of age, body size, disability, ethnicity, gender identity and expression, level of

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Awesome MCP Servers [![Awesome](https://awesome.re/badge.svg)](https://awesome.re)

[![ไทย](https://img.shields.io/badge/Thai-Click-blue)](README-th.md)

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精選的 MCP 伺服器 [![Awesome](https://awesome.re/badge.svg)](https://awesome.re)

[![English](https://img.shields.io/badge/English-Click-yellow)](README.md)

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精选的 MCP 服务器 [![Awesome](https://awesome.re/badge.svg)](https://awesome.re)

[![English](https://img.shields.io/badge/English-Click-yellow)](README.md)

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รายชื่อ MCP Servers ที่น่าสนใจ [![Awesome](https://awesome.re/badge.svg)](https://awesome.re)

[![English](https://img.shields.io/badge/English-Click-yellow)](README.md)

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Servidores MCP Incríveis [![Awesome](https://awesome.re/badge.svg)](https://awesome.re)

[![ไทย](https://img.shields.io/badge/Thai-Click-blue)](README-th.md)