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This PR addresses #2334

This is my first contribution to Pydantic AI. I’ve done my best to follow the existing code style and conventions, but please let me know if anything needs to be adjusted—I’m happy to make changes.

Thanks in advance for reviewing!

@DouweM DouweM self-assigned this Jul 30, 2025
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@xjose97x Thanks for working on this José!

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@DouweM Thanks for the feedback! It makes sense.

Just pushed a commit that should address it!

@xjose97x xjose97x requested a review from DouweM July 31, 2025 12:30
@DouweM DouweM changed the title Support custom think tags Support custom thinking tags specified on the model profile Aug 1, 2025
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xjose97x commented Aug 1, 2025

@DouweM just applied the changes from your last review.
Thanks :)

@xjose97x xjose97x requested a review from DouweM August 1, 2025 17:17
@DouweM DouweM merged commit 6515302 into pydantic:main Aug 1, 2025
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This was referenced Aug 4, 2025
ethanabrooks added a commit to reflectionai/pydantic-ai that referenced this pull request Aug 20, 2025
* Add `priority` `service_tier` to `OpenAIModelSettings` and respect it in `OpenAIResponsesModel` (pydantic#2368)

* Add an example of using RunContext to pass data among tools (pydantic#2316)

Co-authored-by: Douwe Maan <douwe@pydantic.dev>

* Rename gemini-2.5-flash-lite-preview-06-17 to gemini-2.5-flash-lite as it's out of preview (pydantic#2387)

* Fix toggleable toolset example so toolset state is not shared across agent runs (pydantic#2396)

* Support custom thinking tags specified on the model profile (pydantic#2364)

Co-authored-by: jescudero <jescudero@itos.es>
Co-authored-by: Douwe Maan <douwe@pydantic.dev>

* Add convenience functions to handle AG-UI requests with request-specific deps (pydantic#2397)

* docs: add missing optional packages in `install.md` (pydantic#2412)

* Include default values in tool arguments JSON schema (pydantic#2418)

* Fix "test_download_item_no_content_type test fails on macOS" (pydantic#2404)

* Allow string format, pattern and others in OpenAI strict JSON mode (pydantic#2420)

* Let more `BaseModel`s use OpenAI strict JSON mode by defaulting to `additionalProperties=False` (pydantic#2419)

* BREAKING CHANGE: Change type of 'source' field on EvaluationResult (pydantic#2388)

Co-authored-by: Douwe Maan <douwe@pydantic.dev>

* Fix ImageUrl, VideoUrl, AudioUrl and DocumentUrl not being serializable (pydantic#2422)

* BREAKING CHANGE: Support printing reasons in the console output for pydantic-evals (pydantic#2163)

* Document performance implications of async vs sync tools (pydantic#2298)

Co-authored-by: Douwe Maan <douwe@pydantic.dev>

* Mention that tools become toolset internally (pydantic#2395)

Co-authored-by: Douwe Maan <douwe@pydantic.dev>

* Fix tests for Logfire>=3.22.0 (pydantic#2346)

* tests: speed up the test suite (pydantic#2414)

* google: add more information about schema on union (pydantic#2426)

* typo in output docs (pydantic#2427)

* Deprecate `GeminiModel` in favor of `GoogleModel` (pydantic#2416)

* Use `httpx` on `GoogleProvider` (pydantic#2438)

* Remove older deprecated models and add new model of Anthropic (pydantic#2435)

* Remove `next()` method from `Graph` (pydantic#2440)

* BREAKING CHANGE: Remove `data` from `FinalResult` (pydantic#2443)

* BREAKING CHANGE: Remove `get_data` and `validate_structured_result` from `StreamedRunResult` (pydantic#2445)

* docs: add `griffe_warnings_deprecated` (pydantic#2444)

* BREAKING CHANGE: Remove `format_as_xml` module (pydantic#2446)

* BREAKING CHANGE: Remove `result_type` parameter and similar from `Agent` (pydantic#2441)

* Deprecate `GoogleGLAProvider` and `GoogleVertexProvider` (pydantic#2450)

* BREAKING CHANGE: drop 4 months old deprecation warnings (pydantic#2451)

* Automatically use OpenAI strict mode for strict-compatible native output types (pydantic#2447)

* Make `InlineDefsJsonSchemaTransformer` public (pydantic#2455)

* Send `ThinkingPart`s back to Anthropic used through Bedrock (pydantic#2454)

* Bump boto3 to support `AWS_BEARER_TOKEN_BEDROCK` API key env var (pydantic#2456)

* Add new Heroku models (pydantic#2459)

* Add `builtin_tools` to `Agent` (pydantic#2102)

Co-authored-by: Marcelo Trylesinski <marcelotryle@gmail.com>
Co-authored-by: Douwe Maan <douwe@pydantic.dev>

* Bump mcp-run-python (pydantic#2470)

* Remove fail_under from top-level coverage config so <100% html-coverage step doesn't end CI run (pydantic#2475)

* Add AbstractAgent, WrapperAgent, Agent.event_stream_handler, Toolset.id, Agent.override(tools=...) in preparation for Temporal (pydantic#2458)

* Let toolsets be built dynamically based on run context (pydantic#2366)

Co-authored-by: Douwe Maan <douwe@pydantic.dev>

* Add ToolsetFunc to API docs (fix CI) (pydantic#2486)

* tests: change time of evals example (pydantic#2501)

* ci: remove html and xml reports (pydantic#2491)

* fix: Add gpt-5 models to reasoning model detection for temperature parameter handling (pydantic#2483)

Co-authored-by: claude[bot] <209825114+claude[bot]@users.noreply.github.com>
Co-authored-by: Douwe Maan <DouweM@users.noreply.github.com>
Co-authored-by: Marcelo Trylesinski <marcelotryle@gmail.com>

* History processor replaces message history (pydantic#2324)

Co-authored-by: Marcelo Trylesinski <marcelotryle@gmail.com>

* ci: split test suite (pydantic#2436)

Co-authored-by: Douwe Maan <douwe@pydantic.dev>

* ci: use the right install command (pydantic#2506)

* Update config.yaml (pydantic#2514)

* Skip testing flaky evals example (pydantic#2518)

* Fix error when parsing usage details for video without audio track in Google models (pydantic#2507)

* Make OpenAIResponsesModelSettings.openai_builtin_tools work again (pydantic#2520)

* Let Agent be run in a Temporal workflow by moving model requests, tool calls, and MCP to Temporal activities (pydantic#2225)

* Install only dev in CI (pydantic#2523)

* Improve CLAUDE.md (pydantic#2524)

* Add best practices regarding to coverage to CLAUDE.md (pydantic#2527)

* Add support for `"openai-responses"` model inference string (pydantic#2528)

Co-authored-by: Claude <noreply@anthropic.com>

* docs: Confident AI (pydantic#2529)

* chore: mention what to do with the documentation when deprecating a class (pydantic#2530)

* chore: drop hyperlint (pydantic#2531)

* ci: improve matrix readability (pydantic#2532)

* Add pip to dev deps for PyCharm (pydantic#2533)

Co-authored-by: Marcelo Trylesinski <marcelotryle@gmail.com>

* Add genai-prices to dev deps and a basic test (pydantic#2537)

* Add `--durations=100` to all pytest calls in CI (pydantic#2534)

* Cleanup snapshot in test_evaluate_async_logfire (pydantic#2538)

* Make some minor tweaks to the temporal docs (pydantic#2522)

Co-authored-by: Douwe Maan <douwe@pydantic.dev>

* Add new OpenAI GPT-5 models (pydantic#2503)

* Fix `FallbackModel` to respect each model's model settings (pydantic#2540)

* Add support for OpenAI verbosity parameter in Responses API (pydantic#2493)

Co-authored-by: Claude <noreply@anthropic.com>
Co-authored-by: Douwe Maan <douwe@pydantic.dev>

* Add `UsageLimits.count_tokens_before_request` using Gemini `count_tokens` API (pydantic#2137)

Co-authored-by: Douwe Maan <douwe@pydantic.dev>

* chore: Fix uv.lock (pydantic#2546)

* Stop calling MCP server `get_tools` ahead of `agent run` span (pydantic#2545)

* Disable instrumentation by default in tests (pydantic#2535)

Co-authored-by: Marcelo Trylesinski <marcelotryle@gmail.com>

* Only wrap necessary parts of type aliases in forward annotations (pydantic#2548)

* Remove anthropic-beta default header set in `AnthropicModel` (pydantic#2544)

Co-authored-by: Marcelo Trylesinski <marcelotryle@gmail.com>

* docs: Clarify why AG-UI example links are on localhost (pydantic#2549)

* chore: Fix path to agent class in CLAUDE.md (pydantic#2550)

* Ignore leading whitespace when streaming from Qwen or DeepSeek (pydantic#2554)

* Ask model to try again if it produced a response without text or tool calls, only thinking (pydantic#2556)

Co-authored-by: Douwe Maan <douwe@pydantic.dev>

* chore: Improve Temporal test to check trace as tree instead of list (pydantic#2559)

* Fix: Forward max_uses parameter to Anthropic WebSearchTool (pydantic#2561)

* Let message history end on ModelResponse and execute pending tool calls (pydantic#2562)

* Fix type issues

* skip tests requiring API keys

* add `google-genai` dependency

* add other provider deps

* add pragma: no cover for untested logic

---------

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Co-authored-by: Tony Woland <16152581+tonyxwz@users.noreply.github.com>
Co-authored-by: Douwe Maan <douwe@pydantic.dev>
Co-authored-by: Yi-Chen Lin <103916325+ethan01x@users.noreply.github.com>
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Co-authored-by: jescudero <jescudero@itos.es>
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Co-authored-by: William Easton <bill.easton@elastic.co>
Co-authored-by: David Montague <35119617+dmontagu@users.noreply.github.com>
Co-authored-by: Guillermo <guillermo@mankind.technology>
Co-authored-by: Hamza Farhan <thehamza96@gmail.com>
Co-authored-by: Mohamed Amine Zghal <medaminezghal@outlook.com>
Co-authored-by: Yinon Ehrlich <Tiksagol@users.noreply.github.com>
Co-authored-by: Matthew Brandman <matthb6@gmail.com>
Co-authored-by: claude[bot] <209825114+claude[bot]@users.noreply.github.com>
Co-authored-by: Douwe Maan <DouweM@users.noreply.github.com>
Co-authored-by: Alex Enrique <41076109+AlexEnrique@users.noreply.github.com>
Co-authored-by: Jerry Yan <jerry@heygen.com>
Co-authored-by: Claude <noreply@anthropic.com>
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