Developer framework

OpenAI Agents SDK

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Define tool-using agents with handoffs, sessions, guardrails and tracing in Python.

Overview

What you provide

  • Python agent definitions, tool functions and provider credentials

What you get

  • Agent-run results, tool calls and execution traces

Setup & workflow

  1. Install openai-agents in Python and configure an authorized model provider.
  2. Prepare the input: Python agent definitions, tool functions and provider credentials.
  3. Run a small, reversible example and inspect the output: Agent-run results, tool calls and execution traces.
  4. Test guardrails, approval boundaries and tool errors before running real account actions.
Requirements & installation
  • Configure the documented runtime and authorized service access before attempting this workflow.

Limits & review

  • The SDK is a framework; model calls and sandbox resources are not bundled free.
  • Evidence review only: the product was not installed or tested in this crawl.

Your part

  • Test guardrails, approval boundaries and tool errors before running real account actions.
When to consider another product

Unreviewed production decisions, unrestricted account access or guaranteed factual results.

Plans & billing details

Cost planning

  • Review scope is licensing and documented free-use boundaries, not numeric prices or current hosted-plan allowances.

Published prices are a snapshot. Confirm billing cycle, taxes and current allowances with the provider.

Sources & verification3

This profile is based on official sources, not a hands-on product test.

Vendor descriptions and demos document advertised features. Editorial guidance is based on these sources.

Discovered via OpenFree.Tools.

Frequently asked questions

What does OpenAI Agents SDK do?

Define tool-using agents with handoffs, sessions, guardrails and tracing in Python.

How much does OpenAI Agents SDK cost?

Software or published weights are available under MIT. Model inference, external services and your own compute are separate; hosted plan prices were not reviewed.

What should I check before using OpenAI Agents SDK?

The SDK is a framework; model calls and sandbox resources are not bundled free.