Changes for stable release of azure-ai-projects SDK (version 1.0.0)

[dargilco]

Changes compared to latest beta version: (1.0.0b12):

• Re-emit from latest commit in this TypeSpec PR
• This means:
  • We use api-version v1 instead of 2025-05-15-preview. This removed all Evaluation and Red-Team operations.
  • Some classes and one input argument were renamed. See description in CHANGELOG.md file in this PR.
• Method .inference.get_azure_openai_client() was renamed get_openai_client(). Notice that it's now implemented on the client root... the .inference property was removed.
• PromptTemplate was removed, since it's still in preview and we don't have enough customer feedback on how/if it's used.
• Update setup.py to define package status as Development Status :: 5 - Production/Stable.
• Add Dataset sample named /samples/datasets/sample_datasets_download.py to show how you can download all files referenced by a certain Dataset (following a question this GitHub issue)

Open issues:

1. Everything to do with Telemetry (.telemetry.get_connection_string() and enable_telemetry() methods) is still under discussion.
2. Do we need "deployment" get and list methods that are dedicated to model deployment? (the only supported deployment type). They will return objects of class ModelDeployment.

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azure-ai-projects