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* Fix Python pyright package scoping and typing remediation Implements issue #4407 by removing the root pyright include, adding package-level pyright includes, and resolving pyright/mypy typing issues across Python packages. Also cleans unnecessary casts and applies line-level, rule-specific ignores where external libraries are too dynamic. Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com> * Reduce pyright cost in handoff cloning Simplify cloned_options construction in HandoffAgentExecutor to avoid expensive TypedDict narrowing/inference in _handoff.py, which was causing pyright to spend a long time in orchestrations. Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com> * fix types * Fix lint and type-check regressions Resolve current Python package check failures across lint, pyright, and mypy after recent code changes, including purview/declarative pyright issues and multiple ruff simplification findings. Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com> * fixed hooks * Stabilize package tests and test tasks Resolve cross-package non-integration test failures, simplify streaming type flow, harden locale/culture handling, and standardize package test poe tasks to exclude integration tests where applicable. Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com> * lots of small fixes * Fix current Python test regressions Address current failing unit tests in azure-ai, bedrock, and azure-cosmos while keeping Bedrock parsing logic inline (no new static helper methods). Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com> * small fixes * small fixes * removed pydantic from json * final updates * fix core * fix tests * fix obser --------- 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