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https://github.com/microsoft/agent-framework.git
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Python: [BREAKING] Replace Hosted*Tool classes with tool methods (#3634)
* Replace Hosted*Tool classes with client static factory methods * fixed failing test * mypy fix * mypy fix 2 * declarative mypy fix * addressed comments * ToolProtocol removal * fixed test * agents mypy fix * fix failing tests * mypy fix * addressed comments * fixed tests * addressed comments + added factory method overrides for azureai v2 client * mypy fix * added kwargs to azureai tool methods * fixed in test * _sessions fix * test fix
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@@ -15,7 +15,6 @@ from agent_framework import (
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AgentThread,
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ChatResponse,
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ChatResponseUpdate,
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HostedCodeInterpreterTool,
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Message,
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SupportsChatGetResponse,
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tool,
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@@ -513,7 +512,7 @@ async def test_azure_assistants_agent_code_interpreter():
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async with Agent(
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client=AzureOpenAIAssistantsClient(credential=AzureCliCredential()),
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instructions="You are a helpful assistant that can write and execute Python code.",
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tools=[HostedCodeInterpreterTool()],
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tools=[AzureOpenAIAssistantsClient.get_code_interpreter_tool()],
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) as agent:
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# Request code execution
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response = await agent.run("Write Python code to calculate the factorial of 5 and show the result.")
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@@ -14,10 +14,6 @@ from agent_framework import (
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AgentResponse,
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ChatResponse,
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Content,
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HostedCodeInterpreterTool,
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HostedFileSearchTool,
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HostedMCPTool,
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HostedWebSearchTool,
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Message,
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SupportsChatGetResponse,
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tool,
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@@ -289,7 +285,7 @@ async def test_integration_web_search() -> None:
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"messages": "Who are the main characters of Kpop Demon Hunters? Do a web search to find the answer.",
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"options": {
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"tool_choice": "auto",
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"tools": [HostedWebSearchTool()],
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"tools": [AzureOpenAIResponsesClient.get_web_search_tool()],
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},
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"stream": streaming,
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}
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@@ -305,17 +301,13 @@ async def test_integration_web_search() -> None:
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assert "Zoey" in response.text
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# Test that the client will use the web search tool with location
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additional_properties = {
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"user_location": {
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"country": "US",
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"city": "Seattle",
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}
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}
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content = {
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"messages": "What is the current weather? Do not ask for my current location.",
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"options": {
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"tool_choice": "auto",
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"tools": [HostedWebSearchTool(additional_properties=additional_properties)],
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"tools": [
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AzureOpenAIResponsesClient.get_web_search_tool(user_location={"country": "US", "city": "Seattle"})
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],
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},
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"stream": streaming,
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}
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@@ -341,7 +333,12 @@ async def test_integration_client_file_search() -> None:
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text="What is the weather today? Do a file search to find the answer.",
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)
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],
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options={"tools": [HostedFileSearchTool(inputs=vector_store)], "tool_choice": "auto"},
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options={
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"tools": [
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AzureOpenAIResponsesClient.get_file_search_tool(vector_store_ids=[vector_store.vector_store_id])
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],
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"tool_choice": "auto",
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},
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)
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assert "sunny" in response.text.lower()
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@@ -366,7 +363,12 @@ async def test_integration_client_file_search_streaming() -> None:
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)
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],
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stream=True,
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options={"tools": [HostedFileSearchTool(inputs=vector_store)], "tool_choice": "auto"},
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options={
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"tools": [
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AzureOpenAIResponsesClient.get_file_search_tool(vector_store_ids=[vector_store.vector_store_id])
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],
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"tool_choice": "auto",
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},
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)
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full_response = await response_stream.get_final_response()
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@@ -379,23 +381,23 @@ async def test_integration_client_file_search_streaming() -> None:
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@pytest.mark.flaky
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@skip_if_azure_integration_tests_disabled
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async def test_integration_client_agent_hosted_mcp_tool() -> None:
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"""Integration test for HostedMCPTool with Azure Response Agent using Microsoft Learn MCP."""
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"""Integration test for MCP tool with Azure Response Agent using Microsoft Learn MCP."""
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client = AzureOpenAIResponsesClient(credential=AzureCliCredential())
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response = await client.get_response(
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"How to create an Azure storage account using az cli?",
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options={
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# this needs to be high enough to handle the full MCP tool response.
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"max_tokens": 5000,
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"tools": HostedMCPTool(
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"tools": AzureOpenAIResponsesClient.get_mcp_tool(
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name="Microsoft Learn MCP",
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url="https://learn.microsoft.com/api/mcp",
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description="A Microsoft Learn MCP server for documentation questions",
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approval_mode="never_require",
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),
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},
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)
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assert isinstance(response, ChatResponse)
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assert response.text
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# MCP server may return empty response intermittently - skip test rather than fail
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if not response.text:
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pytest.skip("MCP server returned empty response - service-side issue")
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# Should contain Azure-related content since it's asking about Azure CLI
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assert any(term in response.text.lower() for term in ["azure", "storage", "account", "cli"])
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@@ -403,13 +405,13 @@ async def test_integration_client_agent_hosted_mcp_tool() -> None:
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@pytest.mark.flaky
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@skip_if_azure_integration_tests_disabled
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async def test_integration_client_agent_hosted_code_interpreter_tool():
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"""Test Azure Responses Client agent with HostedCodeInterpreterTool through AzureOpenAIResponsesClient."""
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"""Test Azure Responses Client agent with code interpreter tool."""
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client = AzureOpenAIResponsesClient(credential=AzureCliCredential())
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response = await client.get_response(
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"Calculate the sum of numbers from 1 to 10 using Python code.",
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options={
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"tools": [HostedCodeInterpreterTool()],
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"tools": [AzureOpenAIResponsesClient.get_code_interpreter_tool()],
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},
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)
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# Should contain calculation result (sum of 1-10 = 55) or code execution content
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