ref(openai): Extract input in API-specific functions

[alexander-alderman-webb]

Description

The Responses and Embeddings API functions use the input keyword argument, while the Completions API uses the message keyword argument.

The input must be available in the top-level output-handling functions for #5553.

Issues

Reminders

• Please add tests to validate your changes, and lint your code using tox -e linters.
• Add GH Issue ID & Linear ID (if applicable)
• PR title should use conventional commit style (feat:, fix:, ref:, meta:)
• For external contributors: CONTRIBUTING.md, Sentry SDK development docs, Discord community

[github-actions]

Semver Impact of This PR

🟢 Patch (bug fixes)

📋 Changelog Preview

This is how your changes will appear in the changelog.
Entries from this PR are highlighted with a left border (blockquote style).

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Bug Fixes 🐛

Openai

• Avoid consuming iterables passed to the Completions API by alexander-alderman-webb in #5489
• Avoid consuming iterables passed to the Embeddings API by alexander-alderman-webb in #5491

Other

• (anthropic) Fix token accounting by shellmayr in #5490
• (google-genai) Remove agent spans for simple requests by alexander-alderman-webb in #5443
• (grpc) Read method from handler_call_details for grpcio >= 1.76 compat by yeung108 in #5521
• (pydantic-ai) Adapt to missing ToolManager._call_tool by sentrivana in #5522
• (utils) Use HEROKU_BUILD_COMMIT env var for default release by ericapisani in #5499

Documentation 📚

• Add debugging advice by alexander-alderman-webb in #5517
• New integration guide by alexander-alderman-webb in #5476

Internal Changes 🔧

Agents

• Add security-review skill to agent configuration by ericapisani in #5498
• Add sentry skills to be used by warden in CI reviews by ericapisani in #5485

Openai

• Extract input in API-specific functions by alexander-alderman-webb in #5546

• Separate output handling by alexander-alderman-webb in #5543

Openai Agents

• Remove set_data_normalized for primitive attributes by alexander-alderman-webb in #5509
• Expect new tool fields by alexander-alderman-webb in #5471

Other

• (ai) Add configuration for dotagents by ericapisani in #5480
• (anthropic) Remove set_data_normalized for primitive attributes by alexander-alderman-webb in #5504
• (github) Add warden configuration by ericapisani in #5484
• (pydantic-ai) Remove set_data_normalized for the gen_ai.response.model attribute by alexander-alderman-webb in #5512
• (repo) Add .serena to .gitignore by ericapisani in #5464
• 🤖 Update test matrix with new releases (02/24) by github-actions in #5524
• 🤖 Update test matrix with new releases (02/23) by github-actions in #5503
• 🤖 Update test matrix with new releases (02/19) by github-actions in #5483
• 🤖 Update test matrix with new releases (02/18) by github-actions in #5475

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_{🤖 This preview updates automatically when you update the PR.}

[github-actions]

Codecov Results 📊

✅ 32 passed | Total: 32 | Pass Rate: 100% | Execution Time: 2.24s

All tests are passing successfully.

❌ Patch coverage is 0.00%. Project has 14825 uncovered lines.

Files with missing lines (180)

File	Patch %	Lines
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openai.py	5.13%	⚠️ 536 Missing
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__init__.py	5.08%	⚠️ 374 Missing
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langgraph.py	5.29%	⚠️ 215 Missing
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otlp.py	0.00%	⚠️ 97 Missing
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ariadne.py	14.46%	⚠️ 71 Missing
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logging.py	66.01%	⚠️ 52 Missing and 18 partials
sqlalchemy.py	10.26%	⚠️ 70 Missing
fastapi.py	15.85%	⚠️ 69 Missing
monitoring.py	17.07%	⚠️ 68 Missing
graphene.py	12.82%	⚠️ 68 Missing
transactions.py	0.00%	⚠️ 67 Missing
_queue.py	26.67%	⚠️ 66 Missing
huey.py	17.72%	⚠️ 65 Missing
utils.py	16.00%	⚠️ 63 Missing
streaming.py	0.00%	⚠️ 62 Missing
serializer.py	75.81%	⚠️ 45 Missing and 16 partials
httpx.py	16.44%	⚠️ 61 Missing
api.py	59.73%	⚠️ 60 Missing
propagator.py	0.00%	⚠️ 57 Missing
server.py	0.00%	⚠️ 56 Missing
spark_worker.py	0.00%	⚠️ 56 Missing
graph_nodes.py	0.00%	⚠️ 52 Missing
gnu_backtrace.py	0.00%	⚠️ 51 Missing
_async_common.py	0.00%	⚠️ 51 Missing
socket.py	0.00%	⚠️ 50 Missing
views.py	0.00%	⚠️ 50 Missing
caches.py	16.95%	⚠️ 49 Missing
invoke_agent.py	0.00%	⚠️ 46 Missing
traces.py	47.06%	⚠️ 45 Missing
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serverless.py	0.00%	⚠️ 36 Missing
server.py	0.00%	⚠️ 34 Missing
sys_exit.py	0.00%	⚠️ 32 Missing
launchdarkly.py	0.00%	⚠️ 31 Missing
integration.py	0.00%	⚠️ 30 Missing
trytond.py	0.00%	⚠️ 29 Missing
error_tracing.py	0.00%	⚠️ 29 Missing
tools.py	0.00%	⚠️ 27 Missing
scrubber.py	79.71%	⚠️ 14 Missing and 12 partials
ai_client.py	13.33%	⚠️ 26 Missing
execute_tool.py	0.00%	⚠️ 26 Missing
_openai_completions_api.py	19.35%	⚠️ 25 Missing
redis_cluster.py	26.47%	⚠️ 25 Missing
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typer.py	0.00%	⚠️ 24 Missing
tasks.py	0.00%	⚠️ 24 Missing
_compat.py	41.03%	⚠️ 23 Missing
monitor.py	67.21%	⚠️ 20 Missing and 3 partials
__init__.py	84.44%	⚠️ 14 Missing and 9 partials
statsig.py	0.00%	⚠️ 23 Missing
queries.py	25.81%	⚠️ 23 Missing
logger.py	43.59%	⚠️ 22 Missing
decorator.py	37.14%	⚠️ 22 Missing
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attachments.py	27.59%	⚠️ 21 Missing
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openfeature.py	0.00%	⚠️ 20 Missing
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unleash.py	0.00%	⚠️ 19 Missing
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model_request.py	0.00%	⚠️ 18 Missing
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utils.py	0.00%	⚠️ 16 Missing
atexit.py	56.25%	⚠️ 14 Missing and 1 partials
excepthook.py	56.25%	⚠️ 14 Missing and 1 partials
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utils.py	41.18%	⚠️ 10 Missing
handoff.py	0.00%	⚠️ 10 Missing
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__init__.py	72.41%	⚠️ 8 Missing and 1 partials
dedupe.py	85.00%	⚠️ 6 Missing and 2 partials
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chalice.py	94.12%	⚠️ 4 Missing and 3 partials
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__init__.py	20.00%	⚠️ 4 Missing
__init__.py	0.00%	⚠️ 4 Missing
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__init__.py	0.00%	⚠️ 3 Missing
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consts.py	0.00%	⚠️ 1 Missing
consts.py	0.00%	⚠️ 1 Missing

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