Python: Create/Get Agent API for Azure V1 (microsoft#3192)

* Added provider implementation for Azure AI V1

* Small fixes

* Fixed OpenAPI example

* Fixed local MCP example

* Fixed hosted MCP example

* Fixed file search sample

* Small fixes

* Resolved comments

* Doc updates

Author: dmytrostruk

.gitignore

@@ -206,6 +206,7 @@ agents.md
 WARP.md
 **/memory-bank/
 **/projectBrief.md
+**/tmpclaude*
 
 # Azurite storage emulator files
 */__azurite_db_blob__.json

python/packages/azure-ai/agent_framework_azure_ai/__init__.py

@@ -2,9 +2,10 @@
 
 import importlib.metadata
 
+from ._agent_provider import AzureAIAgentsProvider
 from ._chat_client import AzureAIAgentClient, AzureAIAgentOptions
 from ._client import AzureAIClient
-from ._provider import AzureAIProjectAgentProvider
+from ._project_provider import AzureAIProjectAgentProvider
 from ._shared import AzureAISettings
 
 try:
@@ -15,6 +16,7 @@
 __all__ = [
     "AzureAIAgentClient",
     "AzureAIAgentOptions",
+    "AzureAIAgentsProvider",
     "AzureAIClient",
     "AzureAIProjectAgentProvider",
     "AzureAISettings",