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@@@ -36,6 +36,7 @@ Each entry has a Markdown twin at `/api/docs/<slug>.md`.

## Guides

- [Actions in ChatKit](https://developers.openai.com/api/docs/guides/chatkit-actions.md): Embed a widget to build your own chat experiences.

- [Add custom MCP server](https://developers.openai.com/api/docs/guides/custom-mcp-server.md): Connect an MCP server to ChatGPT as a plugin with read and write tools.

- [Admin APIs](https://developers.openai.com/api/docs/guides/admin-apis.md): Use Admin APIs and Admin API keys to automate organization management tasks such as invitations and audit log retrieval.

- [Advanced integrations with ChatKit](https://developers.openai.com/api/docs/guides/custom-chatkit.md): Use your own server with ChatKit to integrate agent workflows into your product with more customization.

- [Advanced usage](https://developers.openai.com/api/docs/guides/advanced-usage.md): Discover advanced usage techniques for OpenAI's API, including reproducible outputs, token management, and parameter settings.

@@@ -57,7 +58,6 @@ Each entry has a Markdown twin at `/api/docs/<slug>.md`.

- [Batch API](https://developers.openai.com/api/docs/guides/batch.md): Learn how to use OpenAI's Batch API for processing jobs with asynchronous requests, increased rate limits, and cost efficiency.

- [Bedrock Managed Agents](https://developers.openai.com/api/docs/guides/agents-api/bedrock-managed-agents.md): Understand how Bedrock Managed Agents uses the Agents API on AWS, and compare execution environments and authentication.

- [Blaxel](https://developers.openai.com/api/docs/guides/agents-api/environments/providers/blaxel.md): Run an Agents API session in a Blaxel sandbox.

- [ChatGPT Developer mode](https://developers.openai.com/api/docs/guides/developer-mode.md): Full MCP client access for apps and tools.

- [ChatKit](https://developers.openai.com/api/docs/guides/chatkit.md): Embed a widget to build your own chat experiences.

- [ChatKit widgets](https://developers.openai.com/api/docs/guides/chatkit-widgets.md): Learn how to design widgets in your chat experience with ChatKit.

- [Citation Formatting](https://developers.openai.com/api/docs/guides/citation-formatting.md): Learn practical citation formatting patterns that help models generate reliable citations.

@@@ -79,7 +79,7 @@ Each entry has a Markdown twin at `/api/docs/<slug>.md`.

- [Configuring workload identity federation for Microsoft Azure](https://developers.openai.com/api/docs/guides/workload-identity-federation/microsoft-azure.md): Configure Azure managed identity or AKS as a workload identity federation token provider.

- [Configuring workload identity federation for Oracle Cloud Infrastructure](https://developers.openai.com/api/docs/guides/workload-identity-federation/oracle-cloud.md): Configure Oracle Cloud Infrastructure instance principals as a workload identity federation token provider.

- [Configuring workload identity federation for SPIFFE](https://developers.openai.com/api/docs/guides/workload-identity-federation/spiffe.md): Configure SPIFFE JWT-SVIDs as workload identity federation subject tokens.

- [Content provenance](https://developers.openai.com/api/docs/guides/content-provenance.md): Learn how to verify images and audio, interpret content credentials and watermarks, and use provenance results responsibly.

- [Content provenance](https://developers.openai.com/api/docs/guides/content-provenance.md): Learn how to verify images and audio and use provenance results responsibly.

- [Conversation state](https://developers.openai.com/api/docs/guides/conversation-state.md): Learn how to manage conversation state during a model interaction with the OpenAI API.

- [Cost optimization](https://developers.openai.com/api/docs/guides/cost-optimization.md): Lower your OpenAI model costs by trying our tools and strategies.

- [Cost optimization](https://developers.openai.com/api/docs/guides/voice-latency-cost.md): Understand voice usage and manage costs for GPT-Live and the Realtime API.