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Agents SDK — Python

Agents SDK — Python

Python SDK for developing agents with OpenAI.

code
Agents SDK quickstart

Agents SDK quickstart

Step-by-step guide to quickly build agents with the OpenAI Agents SDK.

guide
Agents SDK quickstart

Agents SDK quickstart

Quickstart project for building agents with the Agents SDK.

code
Agents SDK — TypeScript

Agents SDK — TypeScript

TypeScript SDK for developing agents with OpenAI.

code
Background mode guide

Background mode guide

Guide to running tasks in the background with Responses.

guide
Build hour — agentic tool calling

Build hour — agentic tool calling

Build hour giving an overview of agentic tool calling.

video
Building agents guide

Building agents guide

Official guide to building agents using the OpenAI platform.

guide
Build hour — built-in tools

Build hour — built-in tools

Build hour giving an overview of built-in tools available in the Responses API.

video
Conversation state guide

Conversation state guide

Guide for managing conversation state with the Responses API.

guide
CS agents demo

CS agents demo

Demo showcasing customer service agents orchestration.

code
Computer Use API — starter app

Computer Use API — starter app

Sample app showcasing Computer Use API integration.

code
Building guardrails for agents

Building guardrails for agents

Guide to implementing safeguards and guardrails in agent applications.

guide
Developing hallucination guardrails

Developing hallucination guardrails

Cookbook for creating guardrails that reduce model hallucinations.

cookbook
OpenAI models page

OpenAI models page

Overview of the models available on the OpenAI platform.

guide
Portfolio collab with Agents SDK

Portfolio collab with Agents SDK

Cookbook example of agents collaborating to manage a portfolio.

cookbook
Multi-tool orchestration cookbook

Multi-tool orchestration cookbook

Cookbook showing how to orchestrate multiple tools with Responses API.

cookbook
Agent orchestration & handoffs

Agent orchestration & handoffs

Cookbook on coordinating multiple agents via routines and handoffs.

cookbook
Orchestrating multiple agents

Orchestrating multiple agents

Guide to coordinating multiple agents with shared context.

guide
RAG with PDFs cookbook

RAG with PDFs cookbook

Cookbook for retrieval-augmented generation using PDFs.

cookbook
Realtime agents starter app

Realtime agents starter app

Starter app demonstrating realtime agent capabilities.

code
Realtime tool delegation guide

Realtime tool delegation guide

Guide on delegating tasks through tools in realtime agents.

guide
Responses API — tools and features

Responses API — tools and features

Overview video of available tools and capabilities in the Responses API.

video
Responses guide

Responses guide

Introduction to the Responses API and its endpoints.

guide
Responses starter app

Responses starter app

Starter application demonstrating OpenAI Responses API with tools.

code
Responses vs. chat completions guide

Responses vs. chat completions guide

Comparison of the Responses API and Chat Completions.

guide
Support agent demo

Support agent demo

Demo showing a customer support agent with a human in the loop.

code
Tools overview guide

Tools overview guide

Guide covering realtime delegation through tools.

guide
Tracing module

Tracing module

Guide to monitoring and debugging agents with tracing.

guide
Realtime agent demo

Realtime agent demo

Video introduction to the TypeScript Agents SDK.

video
Unlock agentic power — Agents SDK

Unlock agentic power — Agents SDK

Video demonstrating advanced capabilities of the Agents SDK.

video
Voice agents guide

Voice agents guide

Guide to building voice agents using speech-to-speech API.

guide