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Renamed async_credential to credential (#2648)
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@@ -33,7 +33,7 @@ async def non_streaming_example() -> None:
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# authentication option.
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async with (
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AzureCliCredential() as credential,
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AzureAIClient(async_credential=credential).create_agent(
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AzureAIClient(credential=credential).create_agent(
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name="BasicWeatherAgent",
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instructions="You are a helpful weather agent.",
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tools=get_weather,
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@@ -54,7 +54,7 @@ async def streaming_example() -> None:
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# authentication option.
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async with (
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AzureCliCredential() as credential,
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AzureAIClient(async_credential=credential).create_agent(
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AzureAIClient(credential=credential).create_agent(
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name="BasicWeatherAgent",
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instructions="You are a helpful weather agent.",
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tools=get_weather,
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@@ -31,7 +31,7 @@ async def main() -> None:
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async with AzureCliCredential() as credential:
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async with (
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AzureAIClient(
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async_credential=credential,
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credential=credential,
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).create_agent(
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name="MyWeatherAgent",
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instructions="You are a helpful weather agent.",
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@@ -47,7 +47,7 @@ async def main() -> None:
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# Create a new agent instance
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async with (
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AzureAIClient(
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async_credential=credential,
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credential=credential,
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# This parameter will allow to re-use latest agent version
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# instead of creating a new one
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use_latest_version=True,
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@@ -21,7 +21,7 @@ Prerequisites:
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async def main() -> None:
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async with (
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AzureCliCredential() as credential,
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AzureAIClient(async_credential=credential).create_agent(
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AzureAIClient(credential=credential).create_agent(
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name="MyA2AAgent",
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instructions="""You are a helpful assistant that can communicate with other agents.
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Use the A2A tool when you need to interact with other agents to complete tasks
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@@ -21,7 +21,7 @@ Prerequisites:
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async def main() -> None:
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async with (
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AzureCliCredential() as credential,
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AzureAIClient(async_credential=credential).create_agent(
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AzureAIClient(credential=credential).create_agent(
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name="MySearchAgent",
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instructions="""You are a helpful assistant. You must always provide citations for
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answers using the tool and render them as: `[message_idx:search_idx†source]`.""",
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@@ -21,7 +21,7 @@ Prerequisites:
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async def main() -> None:
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async with (
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AzureCliCredential() as credential,
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AzureAIClient(async_credential=credential).create_agent(
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AzureAIClient(credential=credential).create_agent(
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name="MyCustomSearchAgent",
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instructions="""You are a helpful agent that can use Bing Custom Search tools to assist users.
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Use the available Bing Custom Search tools to answer questions and perform tasks.""",
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@@ -27,7 +27,7 @@ To get your Bing connection ID:
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async def main() -> None:
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async with (
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AzureCliCredential() as credential,
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AzureAIClient(async_credential=credential).create_agent(
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AzureAIClient(credential=credential).create_agent(
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name="MyBingGroundingAgent",
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instructions="""You are a helpful assistant that can search the web for current information.
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Use the Bing search tool to find up-to-date information and provide accurate, well-sourced answers.
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@@ -21,7 +21,7 @@ Prerequisites:
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async def main() -> None:
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async with (
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AzureCliCredential() as credential,
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AzureAIClient(async_credential=credential).create_agent(
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AzureAIClient(credential=credential).create_agent(
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name="MyBrowserAutomationAgent",
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instructions="""You are an Agent helping with browser automation tasks.
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You can answer questions, provide information, and assist with various tasks
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@@ -21,7 +21,7 @@ async def main() -> None:
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async with (
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AzureCliCredential() as credential,
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AzureAIClient(async_credential=credential).create_agent(
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AzureAIClient(credential=credential).create_agent(
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name="MyCodeInterpreterAgent",
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instructions="You are a helpful assistant that can write and execute Python code to solve problems.",
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tools=HostedCodeInterpreterTool(),
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@@ -36,7 +36,7 @@ async def main() -> None:
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chat_client=AzureAIClient(
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project_endpoint=os.environ["AZURE_AI_PROJECT_ENDPOINT"],
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model_deployment_name=os.environ["AZURE_AI_MODEL_DEPLOYMENT_NAME"],
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async_credential=credential,
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credential=credential,
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agent_name="WeatherAgent",
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),
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instructions="You are a helpful weather agent.",
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@@ -32,7 +32,7 @@ async def main() -> None:
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async with (
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AzureCliCredential() as credential,
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AgentsClient(endpoint=os.environ["AZURE_AI_PROJECT_ENDPOINT"], credential=credential) as agents_client,
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AzureAIClient(async_credential=credential) as client,
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AzureAIClient(credential=credential) as client,
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):
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try:
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# 1. Upload file and create vector store
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@@ -64,7 +64,7 @@ async def run_hosted_mcp_without_approval() -> None:
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# authentication option.
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async with (
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AzureCliCredential() as credential,
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AzureAIClient(async_credential=credential).create_agent(
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AzureAIClient(credential=credential).create_agent(
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name="MyLearnDocsAgent",
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instructions="You are a helpful assistant that can help with Microsoft documentation questions.",
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tools=HostedMCPTool(
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@@ -89,7 +89,7 @@ async def run_hosted_mcp_with_approval_and_thread() -> None:
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# authentication option.
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async with (
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AzureCliCredential() as credential,
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AzureAIClient(async_credential=credential).create_agent(
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AzureAIClient(credential=credential).create_agent(
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name="MyApiSpecsAgent",
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instructions="You are a helpful agent that can use MCP tools to assist users.",
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tools=HostedMCPTool(
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@@ -27,7 +27,7 @@ async def main() -> None:
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# authentication option.
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async with (
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AzureCliCredential() as credential,
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AzureAIClient(async_credential=credential).create_agent(
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AzureAIClient(credential=credential).create_agent(
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name="ImageGenAgent",
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instructions="Generate images based on user requirements.",
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tools=[ImageGenTool(quality="low", size="1024x1024")],
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@@ -24,7 +24,7 @@ async def main() -> None:
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async with (
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AzureCliCredential() as credential,
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AzureAIClient(async_credential=credential).create_agent(
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AzureAIClient(credential=credential).create_agent(
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name="DocsAgent",
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instructions="You are a helpful assistant that can help with Microsoft documentation questions.",
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tools=MCPStreamableHTTPTool(
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@@ -47,7 +47,7 @@ async def main() -> None:
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print(f"Created memory store: {memory_store.name} ({memory_store.id}): {memory_store.description}")
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# Then, create the agent using Agent Framework
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async with AzureAIClient(async_credential=credential).create_agent(
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async with AzureAIClient(credential=credential).create_agent(
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name="MyMemoryAgent",
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instructions="""You are a helpful assistant that remembers past conversations.
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Use the memory search tool to recall relevant information from previous interactions.""",
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@@ -21,7 +21,7 @@ Prerequisites:
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async def main() -> None:
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async with (
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AzureCliCredential() as credential,
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AzureAIClient(async_credential=credential).create_agent(
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AzureAIClient(credential=credential).create_agent(
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name="MyFabricAgent",
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instructions="You are a helpful assistant.",
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tools={
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@@ -29,7 +29,7 @@ async def main() -> None:
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async with (
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AzureCliCredential() as credential,
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AzureAIClient(async_credential=credential).create_agent(
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AzureAIClient(credential=credential).create_agent(
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name="MyOpenAPIAgent",
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instructions="""You are a helpful assistant that can use country APIs to provide information.
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Use the available OpenAPI tools to answer questions about countries, currencies, and demographics.""",
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@@ -29,7 +29,7 @@ async def main() -> None:
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# authentication option.
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async with (
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AzureCliCredential() as credential,
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AzureAIClient(async_credential=credential).create_agent(
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AzureAIClient(credential=credential).create_agent(
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name="ProductMarketerAgent",
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instructions="Return launch briefs as structured JSON.",
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) as agent,
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@@ -36,7 +36,7 @@ async def main() -> None:
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# authentication option.
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async with (
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AzureCliCredential() as credential,
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AzureAIClient(async_credential=credential).create_agent(
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AzureAIClient(credential=credential).create_agent(
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name="ProductMarketerAgent",
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instructions="Return launch briefs as structured JSON.",
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) as agent,
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@@ -21,7 +21,7 @@ Prerequisites:
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async def main() -> None:
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async with (
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AzureCliCredential() as credential,
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AzureAIClient(async_credential=credential).create_agent(
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AzureAIClient(credential=credential).create_agent(
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name="MySharePointAgent",
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instructions="""You are a helpful agent that can use SharePoint tools to assist users.
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Use the available SharePoint tools to answer questions and perform tasks.""",
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@@ -30,7 +30,7 @@ async def example_with_automatic_thread_creation() -> None:
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async with (
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AzureCliCredential() as credential,
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AzureAIClient(async_credential=credential).create_agent(
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AzureAIClient(credential=credential).create_agent(
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name="BasicWeatherAgent",
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instructions="You are a helpful weather agent.",
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tools=get_weather,
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@@ -59,7 +59,7 @@ async def example_with_thread_persistence_in_memory() -> None:
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async with (
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AzureCliCredential() as credential,
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AzureAIClient(async_credential=credential).create_agent(
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AzureAIClient(credential=credential).create_agent(
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name="BasicWeatherAgent",
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instructions="You are a helpful weather agent.",
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tools=get_weather,
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@@ -100,7 +100,7 @@ async def example_with_existing_thread_id() -> None:
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async with (
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AzureCliCredential() as credential,
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AzureAIClient(async_credential=credential).create_agent(
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AzureAIClient(credential=credential).create_agent(
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name="BasicWeatherAgent",
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instructions="You are a helpful weather agent.",
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tools=get_weather,
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@@ -122,7 +122,7 @@ async def example_with_existing_thread_id() -> None:
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print("\n--- Continuing with the same thread ID in a new agent instance ---")
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async with (
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AzureAIClient(async_credential=credential).create_agent(
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AzureAIClient(credential=credential).create_agent(
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name="BasicWeatherAgent",
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instructions="You are a helpful weather agent.",
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tools=get_weather,
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@@ -24,7 +24,7 @@ async def main() -> None:
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# authentication option.
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async with (
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AzureCliCredential() as credential,
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AzureAIClient(async_credential=credential).create_agent(
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AzureAIClient(credential=credential).create_agent(
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name="WebsearchAgent",
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instructions="You are a helpful assistant that can search the web",
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tools=[HostedWebSearchTool()],
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@@ -34,7 +34,7 @@ async def non_streaming_example() -> None:
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# authentication option.
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async with (
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AzureCliCredential() as credential,
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AzureAIAgentClient(async_credential=credential).create_agent(
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AzureAIAgentClient(credential=credential).create_agent(
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name="WeatherAgent",
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instructions="You are a helpful weather agent.",
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tools=get_weather,
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@@ -56,7 +56,7 @@ async def streaming_example() -> None:
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# authentication option.
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async with (
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AzureCliCredential() as credential,
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AzureAIAgentClient(async_credential=credential).create_agent(
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AzureAIAgentClient(credential=credential).create_agent(
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name="WeatherAgent",
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instructions="You are a helpful weather agent.",
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tools=get_weather,
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+1
-1
@@ -39,7 +39,7 @@ async def main() -> None:
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# 2. Use AzureAIAgentClient as async context manager for automatic cleanup
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async with (
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AzureAIAgentClient(async_credential=AzureCliCredential()) as client,
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AzureAIAgentClient(credential=AzureCliCredential()) as client,
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ChatAgent(
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chat_client=client,
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name="BingSearchAgent",
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+1
-1
@@ -34,7 +34,7 @@ async def main() -> None:
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# 2. Use AzureAIAgentClient as async context manager for automatic cleanup
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async with (
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AzureAIAgentClient(async_credential=AzureCliCredential()) as client,
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AzureAIAgentClient(credential=AzureCliCredential()) as client,
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ChatAgent(
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chat_client=client,
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name="BingSearchAgent",
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+1
-1
@@ -39,7 +39,7 @@ async def main() -> None:
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# authentication option.
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async with (
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AzureCliCredential() as credential,
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AzureAIAgentClient(async_credential=credential) as chat_client,
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AzureAIAgentClient(credential=credential) as chat_client,
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):
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agent = chat_client.create_agent(
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name="CodingAgent",
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+1
-1
@@ -39,7 +39,7 @@ async def main() -> None:
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chat_client=AzureAIAgentClient(
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project_endpoint=os.environ["AZURE_AI_PROJECT_ENDPOINT"],
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model_deployment_name=os.environ["AZURE_AI_MODEL_DEPLOYMENT_NAME"],
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async_credential=credential,
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credential=credential,
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agent_name="WeatherAgent",
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should_cleanup_agent=True, # Set to False if you want to disable automatic agent cleanup
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),
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@@ -24,7 +24,7 @@ USER_INPUTS = [
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async def main() -> None:
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"""Main function demonstrating Azure AI agent with file search capabilities."""
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client = AzureAIAgentClient(async_credential=AzureCliCredential())
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client = AzureAIAgentClient(credential=AzureCliCredential())
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file: FileInfo | None = None
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vector_store: VectorStore | None = None
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@@ -74,7 +74,7 @@ async def main() -> None:
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# 6. Cleanup: Delete the vector store and file in case of earlier failure to prevent orphaned resources.
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# Refreshing the client is required since chat agent closes it
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client = AzureAIAgentClient(async_credential=AzureCliCredential())
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client = AzureAIAgentClient(credential=AzureCliCredential())
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try:
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if vector_store:
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await client.agents_client.vector_stores.delete(vector_store.id)
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+3
-3
@@ -43,7 +43,7 @@ async def tools_on_agent_level() -> None:
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async with (
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AzureCliCredential() as credential,
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ChatAgent(
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chat_client=AzureAIAgentClient(async_credential=credential),
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chat_client=AzureAIAgentClient(credential=credential),
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instructions="You are a helpful assistant that can provide weather and time information.",
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tools=[get_weather, get_time], # Tools defined at agent creation
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) as agent,
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@@ -77,7 +77,7 @@ async def tools_on_run_level() -> None:
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async with (
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AzureCliCredential() as credential,
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ChatAgent(
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chat_client=AzureAIAgentClient(async_credential=credential),
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chat_client=AzureAIAgentClient(credential=credential),
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instructions="You are a helpful assistant.",
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# No tools defined here
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) as agent,
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@@ -111,7 +111,7 @@ async def mixed_tools_example() -> None:
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async with (
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AzureCliCredential() as credential,
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ChatAgent(
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chat_client=AzureAIAgentClient(async_credential=credential),
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chat_client=AzureAIAgentClient(credential=credential),
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instructions="You are a comprehensive assistant that can help with various information requests.",
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tools=[get_weather], # Base tool available for all queries
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) as agent,
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@@ -42,7 +42,7 @@ async def main() -> None:
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"""Example showing Hosted MCP tools for a Azure AI Agent."""
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async with (
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AzureCliCredential() as credential,
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AzureAIAgentClient(async_credential=credential) as chat_client,
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AzureAIAgentClient(credential=credential) as chat_client,
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):
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agent = chat_client.create_agent(
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name="DocsAgent",
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@@ -28,7 +28,7 @@ async def mcp_tools_on_run_level() -> None:
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url="https://learn.microsoft.com/api/mcp",
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) as mcp_server,
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ChatAgent(
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chat_client=AzureAIAgentClient(async_credential=credential),
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chat_client=AzureAIAgentClient(credential=credential),
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name="DocsAgent",
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instructions="You are a helpful assistant that can help with microsoft documentation questions.",
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) as agent,
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@@ -55,7 +55,7 @@ async def mcp_tools_on_agent_level() -> None:
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# The agent will connect to the MCP server through its context manager.
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async with (
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AzureCliCredential() as credential,
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AzureAIAgentClient(async_credential=credential).create_agent(
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AzureAIAgentClient(credential=credential).create_agent(
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name="DocsAgent",
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instructions="You are a helpful assistant that can help with microsoft documentation questions.",
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tools=MCPStreamableHTTPTool( # Tools defined at agent creation
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+1
-1
@@ -67,7 +67,7 @@ async def main() -> None:
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"""Example showing Hosted MCP tools for a Azure AI Agent."""
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async with (
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AzureCliCredential() as credential,
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AzureAIAgentClient(async_credential=credential) as chat_client,
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AzureAIAgentClient(credential=credential) as chat_client,
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):
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agent = chat_client.create_agent(
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name="DocsAgent",
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@@ -41,7 +41,7 @@ async def main() -> None:
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weather_openapi_spec, countries_openapi_spec = load_openapi_specs()
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# 2. Use AzureAIAgentClient as async context manager for automatic cleanup
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async with AzureAIAgentClient(async_credential=AzureCliCredential()) as client:
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async with AzureAIAgentClient(credential=AzureCliCredential()) as client:
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# 3. Create OpenAPI tools using Azure AI's OpenApiTool
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auth = OpenApiAnonymousAuthDetails()
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@@ -34,7 +34,7 @@ async def example_with_automatic_thread_creation() -> None:
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async with (
|
||||
AzureCliCredential() as credential,
|
||||
ChatAgent(
|
||||
chat_client=AzureAIAgentClient(async_credential=credential),
|
||||
chat_client=AzureAIAgentClient(credential=credential),
|
||||
instructions="You are a helpful weather agent.",
|
||||
tools=get_weather,
|
||||
) as agent,
|
||||
@@ -63,7 +63,7 @@ async def example_with_thread_persistence() -> None:
|
||||
async with (
|
||||
AzureCliCredential() as credential,
|
||||
ChatAgent(
|
||||
chat_client=AzureAIAgentClient(async_credential=credential),
|
||||
chat_client=AzureAIAgentClient(credential=credential),
|
||||
instructions="You are a helpful weather agent.",
|
||||
tools=get_weather,
|
||||
) as agent,
|
||||
@@ -104,7 +104,7 @@ async def example_with_existing_thread_id() -> None:
|
||||
async with (
|
||||
AzureCliCredential() as credential,
|
||||
ChatAgent(
|
||||
chat_client=AzureAIAgentClient(async_credential=credential),
|
||||
chat_client=AzureAIAgentClient(credential=credential),
|
||||
instructions="You are a helpful weather agent.",
|
||||
tools=get_weather,
|
||||
) as agent,
|
||||
@@ -127,7 +127,7 @@ async def example_with_existing_thread_id() -> None:
|
||||
async with (
|
||||
AzureCliCredential() as credential,
|
||||
ChatAgent(
|
||||
chat_client=AzureAIAgentClient(thread_id=existing_thread_id, async_credential=credential),
|
||||
chat_client=AzureAIAgentClient(thread_id=existing_thread_id, credential=credential),
|
||||
instructions="You are a helpful weather agent.",
|
||||
tools=get_weather,
|
||||
) as agent,
|
||||
|
||||
@@ -27,7 +27,7 @@ def get_weather(
|
||||
async def main() -> None:
|
||||
# For authentication, run `az login` command in terminal or replace AzureCliCredential with preferred
|
||||
# authentication option.
|
||||
async with AzureAIAgentClient(async_credential=AzureCliCredential()) as client:
|
||||
async with AzureAIAgentClient(credential=AzureCliCredential()) as client:
|
||||
message = "What's the weather in Amsterdam and in Paris?"
|
||||
stream = False
|
||||
print(f"User: {message}")
|
||||
|
||||
@@ -140,7 +140,7 @@ search_provider = AzureAISearchContextProvider(
|
||||
)
|
||||
|
||||
# Create agent with search context
|
||||
async with AzureAIAgentClient(async_credential=DefaultAzureCredential()) as client:
|
||||
async with AzureAIAgentClient(credential=DefaultAzureCredential()) as client:
|
||||
async with ChatAgent(
|
||||
chat_client=client,
|
||||
model=model_deployment,
|
||||
|
||||
+1
-1
@@ -110,7 +110,7 @@ async def main() -> None:
|
||||
AzureAIAgentClient(
|
||||
project_endpoint=project_endpoint,
|
||||
model_deployment_name=model_deployment,
|
||||
async_credential=AzureCliCredential(),
|
||||
credential=AzureCliCredential(),
|
||||
) as client,
|
||||
ChatAgent(
|
||||
chat_client=client,
|
||||
|
||||
+1
-1
@@ -67,7 +67,7 @@ async def main() -> None:
|
||||
AzureAIAgentClient(
|
||||
project_endpoint=project_endpoint,
|
||||
model_deployment_name=model_deployment,
|
||||
async_credential=AzureCliCredential(),
|
||||
credential=AzureCliCredential(),
|
||||
) as client,
|
||||
ChatAgent(
|
||||
chat_client=client,
|
||||
|
||||
@@ -32,7 +32,7 @@ async def main() -> None:
|
||||
# For Mem0 authentication, set Mem0 API key via "api_key" parameter or MEM0_API_KEY environment variable.
|
||||
async with (
|
||||
AzureCliCredential() as credential,
|
||||
AzureAIAgentClient(async_credential=credential).create_agent(
|
||||
AzureAIAgentClient(credential=credential).create_agent(
|
||||
name="FriendlyAssistant",
|
||||
instructions="You are a friendly assistant.",
|
||||
tools=retrieve_company_report,
|
||||
|
||||
@@ -35,7 +35,7 @@ async def main() -> None:
|
||||
local_mem0_client = AsyncMemory()
|
||||
async with (
|
||||
AzureCliCredential() as credential,
|
||||
AzureAIAgentClient(async_credential=credential).create_agent(
|
||||
AzureAIAgentClient(credential=credential).create_agent(
|
||||
name="FriendlyAssistant",
|
||||
instructions="You are a friendly assistant.",
|
||||
tools=retrieve_company_report,
|
||||
|
||||
@@ -27,7 +27,7 @@ async def example_global_thread_scope() -> None:
|
||||
|
||||
async with (
|
||||
AzureCliCredential() as credential,
|
||||
AzureAIAgentClient(async_credential=credential).create_agent(
|
||||
AzureAIAgentClient(credential=credential).create_agent(
|
||||
name="GlobalMemoryAssistant",
|
||||
instructions="You are an assistant that remembers user preferences across conversations.",
|
||||
tools=get_user_preferences,
|
||||
@@ -65,7 +65,7 @@ async def example_per_operation_thread_scope() -> None:
|
||||
|
||||
async with (
|
||||
AzureCliCredential() as credential,
|
||||
AzureAIAgentClient(async_credential=credential).create_agent(
|
||||
AzureAIAgentClient(credential=credential).create_agent(
|
||||
name="ScopedMemoryAssistant",
|
||||
instructions="You are an assistant with thread-scoped memory.",
|
||||
tools=get_user_preferences,
|
||||
@@ -113,14 +113,14 @@ async def example_multiple_agents() -> None:
|
||||
|
||||
async with (
|
||||
AzureCliCredential() as credential,
|
||||
AzureAIAgentClient(async_credential=credential).create_agent(
|
||||
AzureAIAgentClient(credential=credential).create_agent(
|
||||
name="PersonalAssistant",
|
||||
instructions="You are a personal assistant that helps with personal tasks.",
|
||||
context_providers=Mem0Provider(
|
||||
agent_id=agent_id_1,
|
||||
),
|
||||
) as personal_agent,
|
||||
AzureAIAgentClient(async_credential=credential).create_agent(
|
||||
AzureAIAgentClient(credential=credential).create_agent(
|
||||
name="WorkAssistant",
|
||||
instructions="You are a work assistant that helps with professional tasks.",
|
||||
context_providers=Mem0Provider(
|
||||
|
||||
@@ -91,7 +91,7 @@ class UserInfoMemory(ContextProvider):
|
||||
|
||||
async def main():
|
||||
async with AzureCliCredential() as credential:
|
||||
chat_client = AzureAIClient(async_credential=credential)
|
||||
chat_client = AzureAIClient(credential=credential)
|
||||
|
||||
# Create the memory provider
|
||||
memory_provider = UserInfoMemory(chat_client)
|
||||
|
||||
@@ -34,7 +34,7 @@ model:
|
||||
# create the agent from the yaml
|
||||
async with (
|
||||
AzureCliCredential() as credential,
|
||||
AgentFactory(client_kwargs={"async_credential": credential}).create_agent_from_yaml(yaml_definition) as agent,
|
||||
AgentFactory(client_kwargs={"credential": credential}).create_agent_from_yaml(yaml_definition) as agent,
|
||||
):
|
||||
response = await agent.run("What can you do for me?")
|
||||
print("Agent response:", response.text)
|
||||
|
||||
@@ -15,7 +15,7 @@ async def main():
|
||||
# create the agent from the yaml
|
||||
async with (
|
||||
AzureCliCredential() as credential,
|
||||
AgentFactory(client_kwargs={"async_credential": credential}).create_agent_from_yaml_path(yaml_path) as agent,
|
||||
AgentFactory(client_kwargs={"credential": credential}).create_agent_from_yaml_path(yaml_path) as agent,
|
||||
):
|
||||
response = await agent.run("How do I create a storage account with private endpoint using bicep?")
|
||||
print("Agent response:", response.text)
|
||||
|
||||
@@ -45,7 +45,7 @@ agent = ChatAgent(
|
||||
chat_client=AzureAIAgentClient(
|
||||
project_endpoint=os.environ.get("AZURE_AI_PROJECT_ENDPOINT"),
|
||||
model_deployment_name=os.environ.get("FOUNDRY_MODEL_DEPLOYMENT_NAME"),
|
||||
async_credential=AzureCliCredential(),
|
||||
credential=AzureCliCredential(),
|
||||
),
|
||||
instructions="""
|
||||
You are a weather assistant using Azure AI Foundry models. You can provide
|
||||
|
||||
@@ -166,7 +166,7 @@ async def main() -> None:
|
||||
# authentication option.
|
||||
async with (
|
||||
AzureCliCredential() as credential,
|
||||
AzureAIAgentClient(async_credential=credential).create_agent(
|
||||
AzureAIAgentClient(credential=credential).create_agent(
|
||||
name="WeatherAgent",
|
||||
instructions="You are a helpful weather assistant.",
|
||||
tools=get_weather,
|
||||
|
||||
@@ -142,7 +142,7 @@ async def class_based_chat_middleware() -> None:
|
||||
# authentication option.
|
||||
async with (
|
||||
AzureCliCredential() as credential,
|
||||
AzureAIAgentClient(async_credential=credential).create_agent(
|
||||
AzureAIAgentClient(credential=credential).create_agent(
|
||||
name="EnhancedChatAgent",
|
||||
instructions="You are a helpful AI assistant.",
|
||||
# Register class-based middleware at agent level (applies to all runs)
|
||||
@@ -164,7 +164,7 @@ async def function_based_chat_middleware() -> None:
|
||||
|
||||
async with (
|
||||
AzureCliCredential() as credential,
|
||||
AzureAIAgentClient(async_credential=credential).create_agent(
|
||||
AzureAIAgentClient(credential=credential).create_agent(
|
||||
name="FunctionMiddlewareAgent",
|
||||
instructions="You are a helpful AI assistant.",
|
||||
# Register function-based middleware at agent level
|
||||
@@ -194,7 +194,7 @@ async def run_level_middleware() -> None:
|
||||
|
||||
async with (
|
||||
AzureCliCredential() as credential,
|
||||
AzureAIAgentClient(async_credential=credential).create_agent(
|
||||
AzureAIAgentClient(credential=credential).create_agent(
|
||||
name="RunLevelAgent",
|
||||
instructions="You are a helpful AI assistant.",
|
||||
tools=get_weather,
|
||||
|
||||
@@ -99,7 +99,7 @@ async def main() -> None:
|
||||
# authentication option.
|
||||
async with (
|
||||
AzureCliCredential() as credential,
|
||||
AzureAIAgentClient(async_credential=credential).create_agent(
|
||||
AzureAIAgentClient(credential=credential).create_agent(
|
||||
name="WeatherAgent",
|
||||
instructions="You are a helpful weather assistant.",
|
||||
tools=get_weather,
|
||||
|
||||
@@ -70,7 +70,7 @@ async def main() -> None:
|
||||
# authentication option.
|
||||
async with (
|
||||
AzureCliCredential() as credential,
|
||||
AzureAIAgentClient(async_credential=credential).create_agent(
|
||||
AzureAIAgentClient(credential=credential).create_agent(
|
||||
name="TimeAgent",
|
||||
instructions="You are a helpful time assistant. Call get_current_time when asked about time.",
|
||||
tools=get_current_time,
|
||||
|
||||
@@ -58,7 +58,7 @@ async def main() -> None:
|
||||
# authentication option.
|
||||
async with (
|
||||
AzureCliCredential() as credential,
|
||||
AzureAIAgentClient(async_credential=credential).create_agent(
|
||||
AzureAIAgentClient(credential=credential).create_agent(
|
||||
name="DataAgent",
|
||||
instructions="You are a helpful data assistant. Use the data service tool to fetch information for users.",
|
||||
tools=unstable_data_service,
|
||||
|
||||
@@ -83,7 +83,7 @@ async def main() -> None:
|
||||
# authentication option.
|
||||
async with (
|
||||
AzureCliCredential() as credential,
|
||||
AzureAIAgentClient(async_credential=credential).create_agent(
|
||||
AzureAIAgentClient(credential=credential).create_agent(
|
||||
name="WeatherAgent",
|
||||
instructions="You are a helpful weather assistant.",
|
||||
tools=get_weather,
|
||||
|
||||
@@ -110,7 +110,7 @@ async def pre_termination_middleware() -> None:
|
||||
print("\n--- Example 1: Pre-termination Middleware ---")
|
||||
async with (
|
||||
AzureCliCredential() as credential,
|
||||
AzureAIAgentClient(async_credential=credential).create_agent(
|
||||
AzureAIAgentClient(credential=credential).create_agent(
|
||||
name="WeatherAgent",
|
||||
instructions="You are a helpful weather assistant.",
|
||||
tools=get_weather,
|
||||
@@ -137,7 +137,7 @@ async def post_termination_middleware() -> None:
|
||||
print("\n--- Example 2: Post-termination Middleware ---")
|
||||
async with (
|
||||
AzureCliCredential() as credential,
|
||||
AzureAIAgentClient(async_credential=credential).create_agent(
|
||||
AzureAIAgentClient(credential=credential).create_agent(
|
||||
name="WeatherAgent",
|
||||
instructions="You are a helpful weather assistant.",
|
||||
tools=get_weather,
|
||||
|
||||
@@ -83,7 +83,7 @@ async def main() -> None:
|
||||
# authentication option.
|
||||
async with (
|
||||
AzureCliCredential() as credential,
|
||||
AzureAIAgentClient(async_credential=credential).create_agent(
|
||||
AzureAIAgentClient(credential=credential).create_agent(
|
||||
name="WeatherAgent",
|
||||
instructions="You are a helpful weather assistant. Use the weather tool to get current conditions.",
|
||||
tools=get_weather,
|
||||
|
||||
@@ -93,7 +93,7 @@ async def main() -> None:
|
||||
# authentication option.
|
||||
async with (
|
||||
AzureCliCredential() as credential,
|
||||
AzureAIAgentClient(async_credential=credential).create_agent(
|
||||
AzureAIAgentClient(credential=credential).create_agent(
|
||||
name="UtilityAgent",
|
||||
instructions="You are a helpful assistant that can provide weather information and current time.",
|
||||
tools=[get_weather, get_time],
|
||||
|
||||
@@ -22,7 +22,7 @@ async def suspend_resume_service_managed_thread() -> None:
|
||||
# AzureAIAgentClient supports service-managed threads.
|
||||
async with (
|
||||
AzureCliCredential() as credential,
|
||||
AzureAIAgentClient(async_credential=credential).create_agent(
|
||||
AzureAIAgentClient(credential=credential).create_agent(
|
||||
name="MemoryBot", instructions="You are a helpful assistant that remembers our conversation."
|
||||
) as agent,
|
||||
):
|
||||
|
||||
@@ -92,7 +92,7 @@ def create_coding_agent(client: AzureAIAgentClient) -> ChatAgent:
|
||||
async def main():
|
||||
async with (
|
||||
AzureCliCredential() as credential,
|
||||
AzureAIAgentClient(async_credential=credential) as chat_client,
|
||||
AzureAIAgentClient(credential=credential) as chat_client,
|
||||
):
|
||||
# Build a workflow: Agent generates code -> Evaluator assesses results
|
||||
# The agent will be wrapped in a special agent executor which produces AgentExecutorResponse
|
||||
|
||||
Reference in New Issue
Block a user