wehub-resource-sync
73 lines
2.4 KiB
Python
73 lines
2.4 KiB
Python
# Copyright (c) Microsoft. All rights reserved.
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import asyncio
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from agent_framework.openai import OpenAIResponsesClient
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from semantic_kernel import Kernel
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from semantic_kernel.connectors.ai.open_ai import OpenAIChatCompletion, OpenAIChatPromptExecutionSettings
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from semantic_kernel.core_plugins import TimePlugin
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from semantic_kernel.functions import KernelFunctionFromPrompt
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from semantic_kernel.prompt_template import KernelPromptTemplate, PromptTemplateConfig
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"""
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This example demonstrates how to create an agent framework tool from a kernel function
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that uses a prompt template with plugin functions. The tool is then used by an Agent
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Framework Agent to answer a question about the current time and date.
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This sample requires manually installing the `agent-framework-core` package.
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```bash
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pip install agent-framework-core --pre
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```
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or with uv:
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```bash
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uv pip install agent-framework-core --prerelease=allow
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```
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"""
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async def main():
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kernel = Kernel()
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service_id = "template_language"
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kernel.add_service(
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OpenAIChatCompletion(service_id=service_id),
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)
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kernel.add_plugin(TimePlugin(), "time")
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function_definition = """
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Today is: {{time.date}}
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Current time is: {{time.time}}
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Answer to the following questions using JSON syntax, including the data used.
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Is it morning, afternoon, evening, or night (morning/afternoon/evening/night)?
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Is it weekend time (weekend/not weekend)?
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"""
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print("--- Rendered Prompt ---")
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prompt_template_config = PromptTemplateConfig(template=function_definition)
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prompt_template = KernelPromptTemplate(prompt_template_config=prompt_template_config)
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rendered_prompt = await prompt_template.render(kernel, arguments=None)
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print(rendered_prompt)
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function = KernelFunctionFromPrompt(
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description="Determine the kind of day based on the current time and date.",
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plugin_name="TimePlugin",
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prompt_execution_settings=OpenAIChatPromptExecutionSettings(service_id=service_id, max_tokens=100),
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function_name="kind_of_day",
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prompt_template=prompt_template,
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).as_agent_framework_tool(kernel=kernel)
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print("--- Prompt Function Result ---")
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response = await (
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OpenAIResponsesClient(model_id="gpt-5-nano").create_agent(tools=function).run("What kind of day is it?")
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)
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print(response.text)
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if __name__ == "__main__":
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asyncio.run(main())
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