AgentsSDK

The Agents SDK is a Python-first framework for building production-ready, autonomous AI agents equipped with tools and capable of complex, multi-agent workflows.

This software development kit accelerates the deployment of intelligent, LLM-powered agents. It provides essential primitives (Agents, Handoffs, Guardrails, Sessions) to manage complex agentic logic: The built-in Agent Loop handles tool calling and iteration, while Handoffs enable seamless delegation between specialized agents for multi-step tasks. The SDK is designed to be Python-first, integrating natively with existing codebases, and includes robust features like Tracing for debugging and Guardrails for input/output validation. Developers use this framework to move quickly from prototype to production-scale applications, orchestrating multiple agents for scenarios like advanced customer support or automated code review.

https://platform.openai.com/docs/agents/agents-sdk