Learn use cases and best practices for reinforcement fine-tuning. Reinforcement fine-tuning (RFT) provides a way to improve your model’s performance at specific tasks. The task must be clear and have ...

Databricks Sandbox now supports the OpenAI Agents API, enabling developers to run AI agent code and tool calls in an isolated, serverless environment backed by Databricks’ networking and governance ...

Prepare a plugin's remote MCP server and optional UI for public review. Prepare a remote MCP server and its optional UI for public review as part of a plugin. This page covers remote MCP submissions.

You can attach tools to a Realtime session so the model can look up data, take actions, or call services during a live conversation. Tool configuration uses the same event surface whether your client ...

Use Kubernetes as a Workload Identity Provider by exchanging a projected Kubernetes service account token for a short-lived OpenAI access token. Setting up Kubernetes This guide assumes Kubernetes ...

Convert a Claude Code plugin or connector into a plugin you can submit to OpenAI. If you already publish a Claude Code plugin or connector, choose the submission path based on whether it includes ...

Learn about automatic voice activity detection in the Realtime API. When VAD is enabled, the audio is chunked automatically and the Realtime API sends events to indicate when the user has started or ...

Create least-privilege nonhuman identities and issue API keys outside Terraform. An OpenAI service account is a nonhuman identity owned by a project. Terraform can create the account without a default ...

For the complete documentation index, see llms.txt. Markdown versions of documentation pages are available by appending .md to the page URL.

Azure managed identities let Azure-hosted workloads request Microsoft Entra tokens without storing long-lived secrets. In OpenAI workload identity federation, the managed identity token is the subject ...

Improve results with practical tips for fine-tuning. If you’re not getting strong results with a fine-tuned model, consider the following iterations on your process. Collect examples to target ...

Sign in to ChatGPT with the account that owns the eligible subscription. For Pro, open Settings → Billing. For Business, open your workspace’s billing settings in ChatGPT or the Admin Console. Find ...