Python docs for the openai-agents integration
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sentrivana
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Jun 23, 2025
Co-authored-by: Ivana Kellyer <[email protected]>
antonpirker
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Jun 24, 2025
Add support for AI agents projects using `openai-agents` (https://pypi.org/project/openai-agents/) Docs PR is here: getsentry/sentry-docs#14113 This integration: - records tracing data of agent invocation, tool execution, ai client requests to LLMs, and handoffs to other agents. - captures input and output to/from LLMs if `set_default_pii=True`. - is mostly compatible to the OpenTelememetry `gen_ai` semantic conventions. (input and output is not compatible because Sentry does not have Span events. This information is stored in arrays on the Span attributes. - Captures errors that happen during agent execution (like problems during interaction with the LLM. This integration does not: - Capture errors during function tool exection because this is very hard to patch (see comment in the code) Example span tree in Sentry.io:  --------- Co-authored-by: Ivana Kellyer <[email protected]>
bitsandfoxes
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<!-- Use this checklist to make sure your PR is ready for merge. You may delete any sections you don't need. --> ## DESCRIBE YOUR PR Documentation on how to use the AI Agents integration for the `openai-agents` package. ## IS YOUR CHANGE URGENT? Help us prioritize incoming PRs by letting us know when the change needs to go live. - [x] Urgent deadline (GA date, etc.): GA date: 2025-6-26 - [ ] Other deadline: <!-- ENTER DATE HERE --> - [ ] None: Not urgent, can wait up to 1 week+ ## SLA - Teamwork makes the dream work, so please add a reviewer to your PRs. - Please give the docs team up to 1 week to review your PR unless you've added an urgent due date to it. Thanks in advance for your help! ## PRE-MERGE CHECKLIST *Make sure you've checked the following before merging your changes:* - [x] Checked Vercel preview for correctness, including links - [x] PR was reviewed and approved by any necessary SMEs (subject matter experts) - [ ] PR was reviewed and approved by a member of the [Sentry docs team](https://github.com/orgs/getsentry/teams/docs) ## LEGAL BOILERPLATE <!-- Sentry employees and contractors can delete or ignore this section. --> Look, I get it. The entity doing business as "Sentry" was incorporated in the State of Delaware in 2015 as Functional Software, Inc. and is gonna need some rights from me in order to utilize my contributions in this here PR. So here's the deal: I retain all rights, title and interest in and to my contributions, and by keeping this boilerplate intact I confirm that Sentry can use, modify, copy, and redistribute my contributions, under Sentry's choice of terms. ## EXTRA RESOURCES - [Sentry Docs contributor guide](https://docs.sentry.io/contributing/) --------- Co-authored-by: Ivana Kellyer <[email protected]>
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DESCRIBE YOUR PR
Documentation on how to use the AI Agents integration for the
openai-agentspackage.IS YOUR CHANGE URGENT?
Help us prioritize incoming PRs by letting us know when the change needs to go live.
SLA
Thanks in advance for your help!
PRE-MERGE CHECKLIST
Make sure you've checked the following before merging your changes:
LEGAL BOILERPLATE
Look, I get it. The entity doing business as "Sentry" was incorporated in the State of Delaware in 2015 as Functional Software, Inc. and is gonna need some rights from me in order to utilize my contributions in this here PR. So here's the deal: I retain all rights, title and interest in and to my contributions, and by keeping this boilerplate intact I confirm that Sentry can use, modify, copy, and redistribute my contributions, under Sentry's choice of terms.
EXTRA RESOURCES