Project Title

openai-agents-python — A Lightweight, Powerful Framework for Multi-Agent Workflows in Python

Overview

The openai-agents-python project is a versatile and lightweight framework designed to facilitate the creation of multi-agent workflows. It stands out for its provider-agnostic nature, supporting not only OpenAI's APIs but also integrating with over 100 other LLMs. This framework empowers developers to build complex AI-driven applications with ease.

Key Features

Provider-Agnostic Support: Works with OpenAI APIs and 100+ other LLMs.
Core Concepts: Agents, Handoffs, Guardrails, Sessions, and Tracing for comprehensive workflow management.
Built-in Tracing: Debug and optimize workflows with built-in tracking of agent runs.

Use Cases

AI-Driven Applications: Building applications that require complex decision-making processes across multiple AI agents.
Conversational Interfaces: Creating chatbots and conversational agents that can handle multilingual interactions.
Automated Workflows: Streamlining business processes with automated agent interactions and handoffs.

Advantages

Flexibility: Easily integrate with various LLMs, not limited to a single provider.
Scalability: Designed to handle complex multi-agent interactions,适合 growing applications.
Safety and Validation: Includes configurable guardrails for input and output validation.

Limitations / Considerations

Dependency on External LLMs: Performance may vary based on the external LLMs used.
Complexity in Setup: May require a steep learning curve for new users unfamiliar with multi-agent systems.

openai-agents-js: The JavaScript/TypeScript version of the SDK, offering similar functionalities for different tech stacks.
Rasa: An open-source conversational AI framework that focuses on dialogue management and can be used for building chatbots.
Dialogflow: A Google-owned conversational AI platform that offers a range of tools for building conversational interfaces.

Basic Information

GitHub: https://github.com/openai/openai-agents-python
Stars: 14,654
License: Unknown
Last Commit: 2025-09-15

📊 Project Information

Project Name: openai-agents-python
GitHub URL: https://github.com/openai/openai-agents-python
Programming Language: Python
⭐ Stars: 14,654
🍴 Forks: 2,413
📅 Created: 2025-03-11
🔄 Last Updated: 2025-09-15

🏷️ Project Topics

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📚 Documentation

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openai-agents-python

Project Description