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# Changelog
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## 2.31.0 (2026-04-08)
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Full Changelog: [v2.30.0...v2.31.0](https://github.com/openai/openai-python/compare/v2.30.0...v2.31.0)
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### Features
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***api:** add phase field to conversations message ([3e5834e](https://github.com/openai/openai-python/commit/3e5834efb39b24e019a29dc54d890c67d18cbb54))
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***api:** add web_search_call.results to ResponseIncludable type ([ffd8741](https://github.com/openai/openai-python/commit/ffd8741dd38609a5af0159ceb800d8ddba7925f8))
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***client:** add support for short-lived tokens ([#1608](https://github.com/openai/openai-python/issues/1608)) ([22fe722](https://github.com/openai/openai-python/commit/22fe7228d4990c197cd721b3ad7931ad05cca5dd))
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***client:** support sending raw data over websockets ([f1bc52e](https://github.com/openai/openai-python/commit/f1bc52ef641dfca6fdf2a5b00ce3b09bff2552f5))
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***internal:** implement indices array format for query and form serialization ([49194cf](https://github.com/openai/openai-python/commit/49194cfa711328216ff131d6f65c9298822a7c51))
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### Bug Fixes
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***client:** preserve hardcoded query params when merging with user params ([92e109c](https://github.com/openai/openai-python/commit/92e109c3d9569a942e1919e75977dc13fa015f9a))
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***types:** remove web_search_call.results from ResponseIncludable ([d3cc401](https://github.com/openai/openai-python/commit/d3cc40165cd86015833d15167cc7712b4102f932))
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### Chores
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***tests:** bump steady to v0.20.1 ([d60e2ee](https://github.com/openai/openai-python/commit/d60e2eea7f6916540cd4ba901dceb07051119da4))
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***tests:** bump steady to v0.20.2 ([6508d47](https://github.com/openai/openai-python/commit/6508d474332d4e82d9615c0a9a77379f9b5e4412))
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### Documentation
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***api:** update file parameter descriptions in vector_stores files and file_batches ([a9e7ebd](https://github.com/openai/openai-python/commit/a9e7ebd505b9ae90514339aa63c6f1984a08cf6b))
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## 2.30.0 (2026-03-25)
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Full Changelog: [v2.29.0...v2.30.0](https://github.com/openai/openai-python/compare/v2.29.0...v2.30.0)
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