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[doc] add mlflow tracing integration #171

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merged 1 commit into from
Mar 18, 2025
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Hi team! Congrats on the new Agents SDK launch!

This PR adds MLflow to the tracing documentation, as it supports automatic tracing for OpenAI Agents SDK. It has also been supporting tracing for Swarm as well, so it is fantastic that the new SDK offers built-in mechanism for 3P trace providers🙂

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docs/tracing.md Outdated
- [Braintrust](https://braintrust.dev/docs/guides/traces/integrations#openai-agents-sdk)
- [Pydantic Logfire](https://logfire.pydantic.dev/docs/integrations/llms/openai/#openai-agents)
- [AgentOps](https://docs.agentops.ai/v1/integrations/agentssdk)
- [Scorecard](https://docs.scorecard.io/docs/documentation/features/tracing#openai-agents-sdk-integration))
- [Scorecard](https://docs.scorecard.io/docs/documentation/features/tracing#openai-agents-sdk-integration)
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Fixing typo in the current website

Screenshot 2025-03-15 at 13 03 24

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@dmitry-openai @rm-openai would appreciate if you could review this PR. Thanks!

README.md Outdated
@@ -142,7 +142,7 @@ The Agents SDK is designed to be highly flexible, allowing you to model a wide r

## Tracing

The Agents SDK automatically traces your agent runs, making it easy to track and debug the behavior of your agents. Tracing is extensible by design, supporting custom spans and a wide variety of external destinations, including [Logfire](https://logfire.pydantic.dev/docs/integrations/llms/openai/#openai-agents), [AgentOps](https://docs.agentops.ai/v1/integrations/agentssdk), [Braintrust](https://braintrust.dev/docs/guides/traces/integrations#openai-agents-sdk), [Scorecard](https://docs.scorecard.io/docs/documentation/features/tracing#openai-agents-sdk-integration), and [Keywords AI](https://docs.keywordsai.co/integration/development-frameworks/openai-agent). For more details about how to customize or disable tracing, see [Tracing](http://openai.github.io/openai-agents-python/tracing).
The Agents SDK automatically traces your agent runs, making it easy to track and debug the behavior of your agents. Tracing is extensible by design, supporting custom spans and a wide variety of external destinations, including [MLflow](https://mlflow.org/docs/latest/tracing/integrations/openai-agent), [Logfire](https://logfire.pydantic.dev/docs/integrations/llms/openai/#openai-agents), [AgentOps](https://docs.agentops.ai/v1/integrations/agentssdk), [Braintrust](https://braintrust.dev/docs/guides/traces/integrations#openai-agents-sdk), [Scorecard](https://docs.scorecard.io/docs/documentation/features/tracing#openai-agents-sdk-integration), and [Keywords AI](https://docs.keywordsai.co/integration/development-frameworks/openai-agent). For more details about how to customize or disable tracing, see [Tracing](http://openai.github.io/openai-agents-python/tracing)
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Thanks for the PR. Please rebase on top of #195, and remove the changes to README.md - going forward we're listing all trace processors in tracing.md only, to avoid making the readme too long!

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@rm-openai Rebased on the main branch and removed the change from README. Would you mind taking another look, and if it looks good, merge it before there is another conflict?

@rm-openai rm-openai merged commit 9750855 into openai:main Mar 18, 2025
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@B-Step62 B-Step62 deleted the mlflow branch March 18, 2025 15:28
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