Add custom_tools support for OpenAI adapters#4248
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kompfner merged 4 commits intopipecat-ai:mainfrom Apr 10, 2026
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kompfner
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kompfner
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Apr 10, 2026
kompfner
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Looks good! Thanks for the contributions! Happy to address the nitpicks myself before merging.
These are TypedDicts (plain dicts at runtime), so no behavioral change — just more descriptive type hints for readers. Use ToolParam instead of FunctionToolParam for the Responses adapter to reflect that custom non-function tools are supported. Use ChatCompletionToolParam instead of Any for the completions adapter return type. Update tests to use typed params in expected values.
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Please describe the changes in your PR. If it is addressing an issue, please reference that as well.
Fixes : #3971
Changes
AdapterType.OPENAIto theToolsSchemaenum, following the existingAdapterType.GEMINIpattern for Gemini'sgoogle_searchcustom_toolsin all three OpenAI adapters (Chat Completions, Responses, Realtime) so provider-specific tools liketool_searchfrom GPT 5.4 can be passed throughcustom_tools={AdapterType.OPENAI: [...]}