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OpenAI Agents SDK (Python)

The OpenAI Agents SDK for Python enables building agentic AI applications with minimal abstractions, offering a production-ready upgrade to previous experimentation. It features agents with instruction and tools, agent-as-tool delegation (handoffs), and guardrails for input/output validation. This SDK is ideal for Python developers seeking to manage complex agent workflows, including those requiring sandbox environments and built-in tracing for debugging and evaluation.

Why it matters

This SDK simplifies the creation of advanced AI applications in Python, providing powerful primitives for agent orchestration and control.

Python-first framework for agentic AI apps

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