wehub-resource-sync
89 lines
3.2 KiB
Python
89 lines
3.2 KiB
Python
# Copyright (c) Microsoft. All rights reserved.
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import asyncio
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import os
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import sys
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from datetime import datetime
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from azure.identity import AzureCliCredential
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from semantic_kernel.agents import ChatCompletionAgent, ChatHistoryAgentThread
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from semantic_kernel.connectors.ai import FunctionChoiceBehavior
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from semantic_kernel.connectors.ai.open_ai import AzureChatCompletion
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from semantic_kernel.functions import KernelArguments
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from semantic_kernel.kernel import Kernel
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# Adjust the sys.path so we can use the GitHubPlugin and GitHubSettings classes
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# This is so we can run the code from the samples/learn_resources/agent_docs directory
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# If you are running code from your own project, you may not need need to do this.
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sys.path.append(os.path.abspath(os.path.join(os.path.dirname(__file__), "..")))
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from plugins.GithubPlugin.github import GitHubPlugin, GitHubSettings # noqa: E402
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"""
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The following sample demonstrates how to create a simple,
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ChatCompletionAgent to use a GitHub plugin to interact
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with the GitHub API.
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This is the full code sample for the Semantic Kernel Learn Site: How-To: Chat Completion Agent
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https://learn.microsoft.com/semantic-kernel/frameworks/agent/examples/example-chat-agent?pivots=programming-language-python
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"""
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async def main():
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kernel = Kernel()
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# Add the AzureChatCompletion AI Service to the Kernel
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service_id = "agent"
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kernel.add_service(AzureChatCompletion(service_id=service_id, credential=AzureCliCredential()))
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settings = kernel.get_prompt_execution_settings_from_service_id(service_id=service_id)
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# Configure the function choice behavior to auto invoke kernel functions
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settings.function_choice_behavior = FunctionChoiceBehavior.Auto()
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# Set your GitHub Personal Access Token (PAT) value here
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gh_settings = GitHubSettings(token="") # nosec
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kernel.add_plugin(plugin=GitHubPlugin(gh_settings), plugin_name="GithubPlugin")
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current_time = datetime.now().isoformat()
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# Create the agent
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agent = ChatCompletionAgent(
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kernel=kernel,
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name="SampleAssistantAgent",
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instructions=f"""
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You are an agent designed to query and retrieve information from a single GitHub repository in a read-only
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manner.
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You are also able to access the profile of the active user.
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Use the current date and time to provide up-to-date details or time-sensitive responses.
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The repository you are querying is a public repository with the following name: microsoft/semantic-kernel
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The current date and time is: {current_time}.
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""",
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arguments=KernelArguments(settings=settings),
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)
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thread: ChatHistoryAgentThread = None
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is_complete: bool = False
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while not is_complete:
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user_input = input("User:> ")
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if not user_input:
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continue
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if user_input.lower() == "exit":
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is_complete = True
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break
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arguments = KernelArguments(now=datetime.now().strftime("%Y-%m-%d %H:%M"))
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async for response in agent.invoke(messages=user_input, thread=thread, arguments=arguments):
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print(f"{response.content}")
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thread = response.thread
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if __name__ == "__main__":
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asyncio.run(main())
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