provider_tools=[{"scope": {"model_name": "foo", "provider_name": "bar"}, "tool": {"type": "web_search_preview"}}]]

Important

Introduces dynamic provider tools in the inference API, allowing tools to be specified with optional scopes, with comprehensive updates and tests across multiple components.

• Behavior:
  • Adds provider_tools field to inference API and tensorzero::provider_tools to OpenAI interface for dynamic tool configuration.
  • Supports optional scopes for tools, restricting them to specific models/providers.
• Implementation:
  • Updates lib.rs in Python client to handle provider_tools in _prepare_inference_request() and related functions.
  • Adds ProviderTool and ProviderToolScope types in tool.rs.
  • Modifies inference.rs and openai_compatible.rs to integrate provider_tools.
• Testing:
  • Adds tests in inference-openai-responses-api.test.ts, test_openai_sdk.py, and test_tensorzero_sdk.py for dynamic provider tools.
  • Updates curation.test.ts and inference.test.ts to include provider_tools in test configurations.

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