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* Python: improve .env precedence and observability samples - Switch load_settings to explicit precedence: overrides -> explicit .env -> environment -> defaults\n- Raise when env_file_path is provided but missing\n- Update settings docs and tests for new behavior\n- Refresh observability samples and README guidance for env loading options\n\nCloses #3864\n\nCo-authored-by: Copilot <223556219+Copilot@users.noreply.github.com> * fixed some imports * Fix load_settings CI regressions Allow explicit env_file_path values that exist but are not regular files (for example /dev/null) by checking path existence before dotenv parsing, and restore a dict accumulator with typed return cast to satisfy mypy. Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com> * Avoid implicit dotenv in observability Only load dotenv in observability helpers when env_file_path is explicitly provided, and remove test os.devnull workarounds that are no longer necessary. Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com> --------- Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com>
534e5f5bf7
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2026-02-18 11:18:52 +00:00
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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