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* Python: clean up kwargs across agents, chat clients, tools, and sessions (#3642) Audit and refactor public **kwargs usage across core agents, chat clients, tools, sessions, and provider packages per the migration strategy codified in CODING_STANDARD.md. Key changes: - Add explicit runtime buckets: function_invocation_kwargs and client_kwargs on RawAgent.run() and chat client get_response() layers. - Refactor FunctionTool to prefer explicit ctx: FunctionInvocationContext injection; legacy **kwargs tools still work via _forward_runtime_kwargs. - Refactor Agent.as_tool() to use direct JSON schema, always-streaming wrapper, approval_mode parameter, and UserInputRequiredException propagation (integrates PR #4568 behavior). - Remove implicit session bleeding into FunctionInvocationContext; tools that need a session must receive it via function_invocation_kwargs. - Lower chat-client layers after FunctionInvocationLayer accept only compatibility **kwargs (client_kwargs flattened, function_invocation_kwargs ignored). - Add layered docstring composition from Raw... implementations via _docstrings.py helper. - Clean up provider constructors to use explicit additional_properties. - Deprecation warnings on legacy direct kwargs paths. - Update samples, tests, and typing across all 23 packages. Resolves #3642 Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com> * clarified docstring * feedback fixes * Add unit tests for _docstrings.py build/apply helpers Tests cover: no docstring source, no extra kwargs, appending to existing Keyword Args section, inserting after Args, inserting in plain docstrings, multiline descriptions, ordering, and apply_layered_docstring. Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com> * Add test for propagate_session TypeError on non-AgentSession values Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com> * Add tests for multi-content and empty UserInputRequiredException propagation Cover the branching logic in _try_execute_function_calls for: - Multiple user_input_request items in a single exception (extra_user_input_contents path) - Empty contents list (fallback function_result path) Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com> * Add tests for DurableAIAgent.get_session forwarding service_session_id Verifies get_session correctly forwards service_session_id and session_id to the executor's get_new_session, replacing the removed kwargs test. Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com> * Simplify ag-ui test stub to read session from client_kwargs only Remove dual-mode detection (client_kwargs vs raw kwargs fallback) from the test mock. Session is now read exclusively from client_kwargs, matching the settled public calling convention. Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com> * updated create and get sessions in durable * fixed docstrings * fix test * updated session handling * updated from main * updated tests --------- Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com>
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Get Started with Microsoft Agent Framework Copilot Studio
Please install this package via pip:
pip install agent-framework-copilotstudio --pre
Copilot Studio Agent
The Copilot Studio agent enables integration with Microsoft Copilot Studio, allowing you to interact with published copilots through the Agent Framework.
Prerequisites
Before using the Copilot Studio agent, you need:
- Copilot Studio Environment: Access to a Microsoft Copilot Studio environment with a published copilot
- App Registration: An Azure AD App Registration with appropriate permissions for Power Platform API
- Environment Configuration: Set the required environment variables or pass them as parameters
Environment Variables
The following environment variables are used for configuration:
COPILOTSTUDIOAGENT__ENVIRONMENTID- Your Copilot Studio environment IDCOPILOTSTUDIOAGENT__SCHEMANAME- Your copilot's agent identifier/schema nameCOPILOTSTUDIOAGENT__AGENTAPPID- Your App Registration client IDCOPILOTSTUDIOAGENT__TENANTID- Your Azure AD tenant ID
Basic Usage Example
import asyncio
from agent_framework.microsoft import CopilotStudioAgent
async def main():
# Create agent using environment variables
agent = CopilotStudioAgent()
# Run a simple query
result = await agent.run("What is the capital of France?")
print(result)
asyncio.run(main())
Explicit Configuration Example
import asyncio
import os
from agent_framework.microsoft import CopilotStudioAgent, acquire_token
from microsoft_agents.copilotstudio.client import ConnectionSettings, CopilotClient, PowerPlatformCloud, AgentType
async def main():
# Acquire authentication token
token = acquire_token(
client_id=os.environ["COPILOTSTUDIOAGENT__AGENTAPPID"],
tenant_id=os.environ["COPILOTSTUDIOAGENT__TENANTID"]
)
# Create connection settings
settings = ConnectionSettings(
environment_id=os.environ["COPILOTSTUDIOAGENT__ENVIRONMENTID"],
agent_identifier=os.environ["COPILOTSTUDIOAGENT__SCHEMANAME"],
cloud=PowerPlatformCloud.PROD,
copilot_agent_type=AgentType.PUBLISHED,
custom_power_platform_cloud=None
)
# Create client and agent
client = CopilotClient(settings=settings, token=token)
agent = CopilotStudioAgent(client=client)
# Run a query
result = await agent.run("What is the capital of Italy?")
print(result)
asyncio.run(main())
Authentication
The package uses MSAL (Microsoft Authentication Library) for authentication with interactive flows when needed. Ensure your App Registration has:
- API Permissions: Power Platform API permissions (https://api.powerplatform.com/.default)
- Redirect URIs: Configured appropriately for your authentication method
- Public Client Flows: Enabled if using interactive authentication
Examples
For more comprehensive examples, see the Copilot Studio examples which demonstrate:
- Basic non-streaming and streaming execution
- Explicit settings and manual token acquisition
- Different authentication patterns
- Error handling and troubleshooting