chore: import upstream snapshot with attribution
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wehub-resource-sync
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# Copyright (c) Microsoft. All rights reserved.
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import asyncio
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import logging
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import os
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from pathlib import Path
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from semantic_kernel.agents import ChatCompletionAgent
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from semantic_kernel.connectors.ai.open_ai import OpenAIChatCompletion
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from semantic_kernel.connectors.mcp import MCPStdioPlugin
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# set this lower or higher depending on your needs
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logging.basicConfig(level=logging.INFO)
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logger = logging.getLogger(__name__)
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"""
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The following sample demonstrates how to use a MCP Server that requires sampling
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to generate release notes from a list of issues.
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It uses the OpenAI service to create a agent, so make sure to
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set the required environment variables for the Azure AI Foundry service:
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- OPENAI_API_KEY
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- OPENAI_CHAT_MODEL_ID
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"""
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PR_MESSAGES = """* Python: Add ChatCompletionAgent integration tests by @moonbox3 in https://github.com/microsoft/semantic-kernel/pull/11430
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* Python: Update Doc Gen demo based on latest agent invocation api pattern by @moonbox3 in https://github.com/microsoft/semantic-kernel/pull/11426
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* Python: Update Python min version in README by @moonbox3 in https://github.com/microsoft/semantic-kernel/pull/11428
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* Python: Fix `TypeError` when required is missing in MCP tool’s inputSchema by @KanchiShimono in https://github.com/microsoft/semantic-kernel/pull/11458
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* Python: Update chromadb requirement from <0.7,>=0.5 to >=0.5,<1.1 in /python by @dependabot in https://github.com/microsoft/semantic-kernel/pull/11420
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* Python: Bump google-cloud-aiplatform from 1.86.0 to 1.87.0 in /python by @dependabot in https://github.com/microsoft/semantic-kernel/pull/11423
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* Python: Support Auto Function Invocation Filter for AzureAIAgent and OpenAIAssistantAgent by @moonbox3 in https://github.com/microsoft/semantic-kernel/pull/11460
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* Python: Improve agent integration tests by @moonbox3 in https://github.com/microsoft/semantic-kernel/pull/11475
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* Python: Allow Kernel Functions from Prompt for image and audio content by @eavanvalkenburg in https://github.com/microsoft/semantic-kernel/pull/11403
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* Python: Introducing SK as a MCP Server by @eavanvalkenburg in https://github.com/microsoft/semantic-kernel/pull/11362
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* Python: sample using GitHub MCP Server and Azure AI Agent by @eavanvalkenburg in https://github.com/microsoft/semantic-kernel/pull/11465
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* Python: allow settings to be created directly by @eavanvalkenburg in https://github.com/microsoft/semantic-kernel/pull/11468
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* Python: Bug fix for azure ai agent truncate strategy. Add sample. by @moonbox3 in https://github.com/microsoft/semantic-kernel/pull/11503
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* Python: small code improvements in code of call automation sample by @eavanvalkenburg in https://github.com/microsoft/semantic-kernel/pull/11477
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* Added missing import asyncio to agent with plugin python by @sphenry in https://github.com/microsoft/semantic-kernel/pull/11472
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* Python: version updated to 1.28.0 by @eavanvalkenburg in https://github.com/microsoft/semantic-kernel/pull/11504"""
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async def main():
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# 1. Create the agent
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async with MCPStdioPlugin(
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name="ReleaseNotes",
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description="SK Release Notes Plugin",
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command="uv",
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args=[
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f"--directory={str(Path(os.path.dirname(__file__)).parent.parent.joinpath('demos', 'mcp_server'))}",
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"run",
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"mcp_server_with_sampling.py",
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],
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sampling_auto_approve=True,
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) as plugin:
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agent = ChatCompletionAgent(
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service=OpenAIChatCompletion(),
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name="IssueAgent",
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instructions="For the messages supplied, call the release_notes_prompt function to get the broader "
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"prompt, then call the run_prompt function to get the final output, return that without any other text."
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"Do not add any other text to the output, or rewrite the output from run_prompt.",
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plugins=[plugin],
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)
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print(f"# Task: {PR_MESSAGES}")
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# 3. Invoke the agent for a response
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response = await agent.get_response(messages=PR_MESSAGES)
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print(str(response))
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# 4. Cleanup: Clear the thread
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await response.thread.delete()
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"""
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# Task: * Python: Add ChatCompletionAgent integration tests by @moonbox3 in https://github.com/microsoft/semantic-kernel/pull/11430
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* Python: Update Doc Gen demo based on latest agent invocation api pattern by @moonbox3 in https://github.com/microsoft/semantic-kernel/pull/11426
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* Python: Update Python min version in README by @moonbox3 in https://github.com/microsoft/semantic-kernel/pull/11428
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* Python: Fix `TypeError` when required is missing in MCP tool’s inputSchema by @KanchiShimono in https://github.com/microsoft/semantic-kernel/pull/11458
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* Python: Update chromadb requirement from <0.7,>=0.5 to >=0.5,<1.1 in /python by @dependabot in https://github.com/microsoft/semantic-kernel/pull/11420
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* Python: Bump google-cloud-aiplatform from 1.86.0 to 1.87.0 in /python by @dependabot in https://github.com/microsoft/semantic-kernel/pull/11423
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* Python: Support Auto Function Invocation Filter for AzureAIAgent and OpenAIAssistantAgent by @moonbox3 in https://github.com/microsoft/semantic-kernel/pull/11460
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* Python: Improve agent integration tests by @moonbox3 in https://github.com/microsoft/semantic-kernel/pull/11475
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* Python: Allow Kernel Functions from Prompt for image and audio content by @eavanvalkenburg in https://github.com/microsoft/semantic-kernel/pull/11403
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* Python: Introducing SK as a MCP Server by @eavanvalkenburg in https://github.com/microsoft/semantic-kernel/pull/11362
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* Python: sample using GitHub MCP Server and Azure AI Agent by @eavanvalkenburg in https://github.com/microsoft/semantic-kernel/pull/11465
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* Python: allow settings to be created directly by @eavanvalkenburg in https://github.com/microsoft/semantic-kernel/pull/11468
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* Python: Bug fix for azure ai agent truncate strategy. Add sample. by @moonbox3 in https://github.com/microsoft/semantic-kernel/pull/11503
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* Python: small code improvements in code of call automation sample by @eavanvalkenburg in https://github.com/microsoft/semantic-kernel/pull/11477
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* Added missing import asyncio to agent with plugin python by @sphenry in https://github.com/microsoft/semantic-kernel/pull/11472
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* Python: version updated to 1.28.0 by @eavanvalkenburg in https://github.com/microsoft/semantic-kernel/pull/11504
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Here’s a summary of the recent changes and contributions made to the Microsoft Semantic Kernel repository:
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1. **Integration Tests**:
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- Added integration tests for `ChatCompletionAgent` by @moonbox3 ([PR #11430](https://github.com/microsoft/semantic-kernel/pull/11430)).
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- Improved agent integration tests by @moonbox3 ([PR #11475](https://github.com/microsoft/semantic-kernel/pull/11475)).
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2. **Documentation and Demos**:
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- Updated the Doc Gen demo to align with the latest agent invocation API pattern by @moonbox3 ([PR #11426](https://github.com/microsoft/semantic-kernel/pull/11426)).
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- Small code improvements made in the code of the call automation sample by @eavanvalkenburg ([PR #11477](https://github.com/microsoft/semantic-kernel/pull/11477)).
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3. **Version Updates**:
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- Updated the minimum Python version in the README by @moonbox3 ([PR #11428](https://github.com/microsoft/semantic-kernel/pull/11428)).
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- Updated `chromadb` requirement to allow versions >=0.5 and <1.1 by @dependabot ([PR #11420](https://github.com/microsoft/semantic-kernel/pull/11420)).
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- Bumped `google-cloud-aiplatform` from 1.86.0 to 1.87.0 by @dependabot ([PR #11423](https://github.com/microsoft/semantic-kernel/pull/11423)).
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- Version updated to 1.28.0 by @eavanvalkenburg ([PR #11504](https://github.com/microsoft/semantic-kernel/pull/11504)).
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4. **Bug Fixes**:
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- Fixed a `TypeError` in the MCP tool’s input schema when the required field is missing by @KanchiShimono ([PR #11458](https://github.com/microsoft/semantic-kernel/pull/11458)).
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- Bug fix for Azure AI agent truncate strategy with an added sample by @moonbox3 ([PR #11503](https://github.com/microsoft/semantic-kernel/pull/11503)).
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- Added a missing import for `asyncio` in the agent with plugin Python by @sphenry ([PR #11472](https://github.com/microsoft/semantic-kernel/pull/11472)).
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"""
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if __name__ == "__main__":
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asyncio.run(main())
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