Lorenze/azure native tests #3720
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- Introduced the `azure-ai-inference` package with version `1.0.0b9` and its dependencies in `uv.lock` and `pyproject.toml`. - Added new test files for Azure LLM functionality, including tests for Azure completion and tool handling. - Implemented comprehensive test cases to validate Azure-specific behavior and integration with the CrewAI framework. - Enhanced the testing framework to mock Azure credentials and ensure proper isolation during tests.
- Added support for the Azure OpenAI endpoint in the AzureCompletion class, allowing for flexible endpoint configurations. - Implemented endpoint validation and correction to ensure proper URL formats for Azure OpenAI deployments. - Enhanced error handling to provide clearer messages for common HTTP errors, including authentication and rate limit issues. - Updated tests to validate the new endpoint handling and error messaging, ensuring robust integration with Azure AI Inference. - Refactored parameter preparation to conditionally include the model parameter based on the endpoint type.
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