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Python: [Feature Branch] Resolve CI issues (#2143)
* Small documentation and code fixes * Small fix in documentation
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@@ -1,7 +1,7 @@
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# Copyright (c) Microsoft. All rights reserved.
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import sys
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from collections.abc import MutableMapping, MutableSequence
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from collections.abc import MutableSequence
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from typing import Any, ClassVar, TypeVar
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from agent_framework import (
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@@ -320,7 +320,7 @@ class AzureAIClient(OpenAIBaseResponsesClient):
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if agent_name and not self.agent_name:
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self.agent_name = agent_name
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def get_mcp_tool(self, tool: HostedMCPTool) -> MutableMapping[str, Any]:
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def get_mcp_tool(self, tool: HostedMCPTool) -> Any:
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"""Get MCP tool from HostedMCPTool."""
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mcp = MCPTool(server_label=tool.name.replace(" ", "_"), server_url=str(tool.url))
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@@ -339,7 +339,9 @@ class AzureAIClient(OpenAIBaseResponsesClient):
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return mcp
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def get_conversation_id(self, response: OpenAIResponse | ParsedResponse[BaseModel], store: bool) -> str | None:
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def get_conversation_id(
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self, response: OpenAIResponse | ParsedResponse[BaseModel], store: bool | None
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) -> str | None:
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"""Get the conversation ID from the response if store is True."""
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if store:
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# If conversation ID exists, it means that we operate with conversation
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@@ -161,7 +161,8 @@ class OpenAIAssistantsClient(OpenAIConfigMixin, BaseChatClient):
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async def close(self) -> None:
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"""Clean up any assistants we created."""
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if self._should_delete_assistant and self.assistant_id is not None:
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await self.client.beta.assistants.delete(self.assistant_id)
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client = await self.ensure_client()
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await client.beta.assistants.delete(self.assistant_id)
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object.__setattr__(self, "assistant_id", None)
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object.__setattr__(self, "_should_delete_assistant", False)
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@@ -215,7 +216,11 @@ class OpenAIAssistantsClient(OpenAIConfigMixin, BaseChatClient):
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"""
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# If no assistant is provided, create a temporary assistant
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if self.assistant_id is None:
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created_assistant = await self.client.beta.assistants.create(name=self.assistant_name, model=self.model_id)
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if not self.model_id:
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raise ServiceInitializationError("Parameter 'model_id' is required for assistant creation.")
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client = await self.ensure_client()
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created_assistant = await client.beta.assistants.create(name=self.assistant_name, model=self.model_id)
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self.assistant_id = created_assistant.id
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self._should_delete_assistant = True
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@@ -233,6 +238,7 @@ class OpenAIAssistantsClient(OpenAIConfigMixin, BaseChatClient):
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Returns:
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tuple: (stream, final_thread_id)
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"""
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client = await self.ensure_client()
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# Get any active run for this thread
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thread_run = await self._get_active_thread_run(thread_id)
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@@ -240,7 +246,7 @@ class OpenAIAssistantsClient(OpenAIConfigMixin, BaseChatClient):
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if thread_run is not None and tool_run_id is not None and tool_run_id == thread_run.id and tool_outputs:
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# There's an active run and we have tool results to submit, so submit the results.
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stream = self.client.beta.threads.runs.submit_tool_outputs_stream( # type: ignore[reportDeprecated]
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stream = client.beta.threads.runs.submit_tool_outputs_stream( # type: ignore[reportDeprecated]
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run_id=tool_run_id, thread_id=thread_run.thread_id, tool_outputs=tool_outputs
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)
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final_thread_id = thread_run.thread_id
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@@ -249,7 +255,7 @@ class OpenAIAssistantsClient(OpenAIConfigMixin, BaseChatClient):
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final_thread_id = await self._prepare_thread(thread_id, thread_run, run_options)
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# Now create a new run and stream the results.
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stream = self.client.beta.threads.runs.stream( # type: ignore[reportDeprecated]
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stream = client.beta.threads.runs.stream( # type: ignore[reportDeprecated]
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assistant_id=assistant_id, thread_id=final_thread_id, **run_options
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)
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@@ -257,19 +263,21 @@ class OpenAIAssistantsClient(OpenAIConfigMixin, BaseChatClient):
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async def _get_active_thread_run(self, thread_id: str | None) -> Run | None:
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"""Get any active run for the given thread."""
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client = await self.ensure_client()
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if thread_id is None:
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return None
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async for run in self.client.beta.threads.runs.list(thread_id=thread_id, limit=1, order="desc"): # type: ignore[reportDeprecated]
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async for run in client.beta.threads.runs.list(thread_id=thread_id, limit=1, order="desc"): # type: ignore[reportDeprecated]
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if run.status not in ["completed", "cancelled", "failed", "expired"]:
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return run
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return None
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async def _prepare_thread(self, thread_id: str | None, thread_run: Run | None, run_options: dict[str, Any]) -> str:
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"""Prepare the thread for a new run, creating or cleaning up as needed."""
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client = await self.ensure_client()
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if thread_id is None:
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# No thread ID was provided, so create a new thread.
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thread = await self.client.beta.threads.create( # type: ignore[reportDeprecated]
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thread = await client.beta.threads.create( # type: ignore[reportDeprecated]
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messages=run_options["additional_messages"],
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tool_resources=run_options.get("tool_resources"),
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metadata=run_options.get("metadata"),
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@@ -280,7 +288,7 @@ class OpenAIAssistantsClient(OpenAIConfigMixin, BaseChatClient):
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if thread_run is not None:
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# There was an active run; we need to cancel it before starting a new run.
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await self.client.beta.threads.runs.cancel(run_id=thread_run.id, thread_id=thread_id) # type: ignore[reportDeprecated]
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await client.beta.threads.runs.cancel(run_id=thread_run.id, thread_id=thread_id) # type: ignore[reportDeprecated]
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return thread_id
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@@ -69,10 +69,11 @@ class OpenAIBaseChatClient(OpenAIBase, BaseChatClient):
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chat_options: ChatOptions,
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**kwargs: Any,
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) -> ChatResponse:
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client = await self.ensure_client()
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options_dict = self._prepare_options(messages, chat_options)
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try:
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return self._create_chat_response(
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await self.client.chat.completions.create(stream=False, **options_dict), chat_options
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await client.chat.completions.create(stream=False, **options_dict), chat_options
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)
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except BadRequestError as ex:
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if ex.code == "content_filter":
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@@ -97,10 +98,11 @@ class OpenAIBaseChatClient(OpenAIBase, BaseChatClient):
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chat_options: ChatOptions,
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**kwargs: Any,
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) -> AsyncIterable[ChatResponseUpdate]:
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client = await self.ensure_client()
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options_dict = self._prepare_options(messages, chat_options)
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options_dict["stream_options"] = {"include_usage": True}
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try:
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async for chunk in await self.client.chat.completions.create(stream=True, **options_dict):
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async for chunk in await client.chat.completions.create(stream=True, **options_dict):
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if len(chunk.choices) == 0 and chunk.usage is None:
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continue
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yield self._create_chat_response_update(chunk)
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@@ -173,7 +173,9 @@ class OpenAIBaseResponsesClient(OpenAIBase, BaseChatClient):
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inner_exception=ex,
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) from ex
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def get_conversation_id(self, response: OpenAIResponse | ParsedResponse[BaseModel], store: bool) -> str | None:
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def get_conversation_id(
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self, response: OpenAIResponse | ParsedResponse[BaseModel], store: bool | None
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) -> str | None:
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"""Get the conversation ID from the response if store is True."""
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return response.id if store else None
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@@ -289,7 +291,7 @@ class OpenAIBaseResponsesClient(OpenAIBase, BaseChatClient):
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response_tools.append(tool_dict)
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return response_tools
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def get_mcp_tool(self, tool: HostedMCPTool) -> MutableMapping[str, Any]:
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def get_mcp_tool(self, tool: HostedMCPTool) -> Any:
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"""Get MCP tool from HostedMCPTool."""
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mcp: Mcp = {
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"type": "mcp",
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+14
-14
@@ -21,20 +21,20 @@ This directory contains samples demonstrating the capabilities of Microsoft Agen
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| File | Description |
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|------|-------------|
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| [`getting_started/agents/azure_ai/azure_ai_basic.py`](./getting_started/agents/azure_ai/azure_ai_basic.py) | Azure AI Agent Basic Example |
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| [`getting_started/agents/azure_ai/azure_ai_with_azure_ai_search.py`](./getting_started/agents/azure_ai/azure_ai_with_azure_ai_search.py) | Azure AI Agent with Azure AI Search Example |
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| [`getting_started/agents/azure_ai/azure_ai_with_bing_grounding.py`](./getting_started/agents/azure_ai/azure_ai_with_bing_grounding.py) | Azure AI agent with Bing Grounding search for real-time web information |
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| [`getting_started/agents/azure_ai/azure_ai_with_code_interpreter.py`](./getting_started/agents/azure_ai/azure_ai_with_code_interpreter.py) | Azure AI Agent with Code Interpreter Example |
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| [`getting_started/agents/azure_ai/azure_ai_with_existing_agent.py`](./getting_started/agents/azure_ai/azure_ai_with_existing_agent.py) | Azure AI Agent with Existing Agent Example |
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| [`getting_started/agents/azure_ai/azure_ai_with_existing_thread.py`](./getting_started/agents/azure_ai/azure_ai_with_existing_thread.py) | Azure AI Agent with Existing Thread Example |
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| [`getting_started/agents/azure_ai/azure_ai_with_explicit_settings.py`](./getting_started/agents/azure_ai/azure_ai_with_explicit_settings.py) | Azure AI Agent with Explicit Settings Example |
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| [`getting_started/agents/azure_ai/azure_ai_with_file_search.py`](./getting_started/agents/azure_ai/azure_ai_with_file_search.py) | Azure AI agent with File Search capabilities |
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| [`getting_started/agents/azure_ai/azure_ai_with_function_tools.py`](./getting_started/agents/azure_ai/azure_ai_with_function_tools.py) | Azure AI Agent with Function Tools Example |
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| [`getting_started/agents/azure_ai/azure_ai_with_hosted_mcp.py`](./getting_started/agents/azure_ai/azure_ai_with_hosted_mcp.py) | Azure AI Agent with Hosted MCP Example |
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| [`getting_started/agents/azure_ai/azure_ai_with_local_mcp.py`](./getting_started/agents/azure_ai/azure_ai_with_local_mcp.py) | Azure AI Agent with Local MCP Example |
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| [`getting_started/agents/azure_ai/azure_ai_with_multiple_tools.py`](./getting_started/agents/azure_ai/azure_ai_with_multiple_tools.py) | Azure AI Agent with Multiple Tools Example |
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| [`getting_started/agents/azure_ai/azure_ai_with_openapi_tools.py`](./getting_started/agents/azure_ai/azure_ai_with_openapi_tools.py) | Azure AI agent with OpenAPI tools |
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| [`getting_started/agents/azure_ai/azure_ai_with_thread.py`](./getting_started/agents/azure_ai/azure_ai_with_thread.py) | Azure AI Agent with Thread Management Example |
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| [`getting_started/agents/azure_ai_agent/azure_ai_basic.py`](./getting_started/agents/azure_ai/azure_ai_basic.py) | Azure AI Agent Basic Example |
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| [`getting_started/agents/azure_ai_agent/azure_ai_with_azure_ai_search.py`](./getting_started/agents/azure_ai_agent/azure_ai_with_azure_ai_search.py) | Azure AI Agent with Azure AI Search Example |
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| [`getting_started/agents/azure_ai_agent/azure_ai_with_bing_grounding.py`](./getting_started/agents/azure_ai_agent/azure_ai_with_bing_grounding.py) | Azure AI agent with Bing Grounding search for real-time web information |
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| [`getting_started/agents/azure_ai_agent/azure_ai_with_code_interpreter.py`](./getting_started/agents/azure_ai_agent/azure_ai_with_code_interpreter.py) | Azure AI Agent with Code Interpreter Example |
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| [`getting_started/agents/azure_ai_agent/azure_ai_with_existing_agent.py`](./getting_started/agents/azure_ai_agent/azure_ai_with_existing_agent.py) | Azure AI Agent with Existing Agent Example |
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| [`getting_started/agents/azure_ai_agent/azure_ai_with_existing_thread.py`](./getting_started/agents/azure_ai_agent/azure_ai_with_existing_thread.py) | Azure AI Agent with Existing Thread Example |
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| [`getting_started/agents/azure_ai_agent/azure_ai_with_explicit_settings.py`](./getting_started/agents/azure_ai_agent/azure_ai_with_explicit_settings.py) | Azure AI Agent with Explicit Settings Example |
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| [`getting_started/agents/azure_ai_agent/azure_ai_with_file_search.py`](./getting_started/agents/azure_ai_agent/azure_ai_with_file_search.py) | Azure AI agent with File Search capabilities |
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| [`getting_started/agents/azure_ai_agent/azure_ai_with_function_tools.py`](./getting_started/agents/azure_ai_agent/azure_ai_with_function_tools.py) | Azure AI Agent with Function Tools Example |
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| [`getting_started/agents/azure_ai_agent/azure_ai_with_hosted_mcp.py`](./getting_started/agents/azure_ai_agent/azure_ai_with_hosted_mcp.py) | Azure AI Agent with Hosted MCP Example |
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| [`getting_started/agents/azure_ai_agent/azure_ai_with_local_mcp.py`](./getting_started/agents/azure_ai_agent/azure_ai_with_local_mcp.py) | Azure AI Agent with Local MCP Example |
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| [`getting_started/agents/azure_ai_agent/azure_ai_with_multiple_tools.py`](./getting_started/agents/azure_ai_agent/azure_ai_with_multiple_tools.py) | Azure AI Agent with Multiple Tools Example |
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| [`getting_started/agents/azure_ai_agent/azure_ai_with_openapi_tools.py`](./getting_started/agents/azure_ai_agent/azure_ai_with_openapi_tools.py) | Azure AI agent with OpenAPI tools |
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| [`getting_started/agents/azure_ai_agent/azure_ai_with_thread.py`](./getting_started/agents/azure_ai_agent/azure_ai_with_thread.py) | Azure AI Agent with Thread Management Example |
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### Azure OpenAI
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