AI Agent Orchestration Framework
20.7k 2026-04-13

openai/openai-agents-python

A lightweight, powerful Python framework for building and orchestrating multi-agent LLM workflows, supporting various LLMs and offering features like tools, guardrails, and tracing.

Core Features

Multi-agent workflow orchestration
Provider-agnostic LLM support (OpenAI + 100+ others)
Configurable agents with tools, guardrails, and handoffs
Built-in tracing and session management
Support for real-time voice agents

Quick Start

pip install openai-agents

Detailed Introduction

The OpenAI Agents SDK for Python is a robust and lightweight framework designed for developing sophisticated multi-agent workflows powered by Large Language Models (LLMs). It offers a provider-agnostic approach, allowing integration with OpenAI's APIs as well as over a hundred other LLMs. Key features include defining agents with specific instructions and tools, implementing guardrails for safety, managing conversation history through sessions, and providing built-in tracing for debugging and optimization. The SDK empowers developers to build complex AI systems where multiple agents collaborate, delegate tasks, and even involve human intervention, making it ideal for advanced AI application development.

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