wehub-resource-sync
82 lines
2.5 KiB
Python
82 lines
2.5 KiB
Python
# Copyright (c) Microsoft. All rights reserved.
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import asyncio
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import os
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from samples.sk_service_configurator import add_service
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from semantic_kernel import Kernel
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from semantic_kernel.connectors.ai.function_choice_behavior import FunctionChoiceBehavior
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from semantic_kernel.connectors.ai.open_ai import OpenAIChatPromptExecutionSettings
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from semantic_kernel.contents import ChatHistory
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from semantic_kernel.prompt_template import PromptTemplateConfig
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from semantic_kernel.prompt_template.input_variable import InputVariable
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async def main():
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# Initialize the kernel
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kernel = Kernel()
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# Import the MathPlugin.
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# <RunningNativeFunction>
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plugins_directory = os.path.join(os.path.dirname(__file__), "plugins")
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math_plugin = kernel.add_plugin(parent_directory=plugins_directory, plugin_name="MathPlugin")
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result = await kernel.invoke(
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math_plugin["Sqrt"],
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number1=12,
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)
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print(result)
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# </RunningNativeFunction>
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# <Chat>
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kernel = add_service(kernel, use_chat=True)
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kernel.add_function(
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prompt_template_config=PromptTemplateConfig(
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template="""{{$chat_history}}{{$input}}""",
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input_variables=[
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InputVariable(name="input", description="The user input", is_required=True),
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InputVariable(
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name="chat_history",
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description="The history of the conversation",
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is_required=True,
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allow_dangerously_set_content=True,
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),
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],
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),
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execution_settings=OpenAIChatPromptExecutionSettings(
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service_id="default",
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temperature=0.0,
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max_tokens=1000,
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function_choice_behavior=FunctionChoiceBehavior.Auto(),
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),
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plugin_name="Chat",
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function_name="Chat",
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description="Chat with the assistant",
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)
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chat_history = ChatHistory()
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while True:
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try:
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request = input("Your request: ")
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except (KeyboardInterrupt, EOFError):
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break
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if request.lower() == "exit":
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break
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result = await kernel.invoke(
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plugin_name="Chat",
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function_name="Chat",
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input=request,
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chat_history=chat_history,
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)
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print(result)
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chat_history.add_user_message(request)
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chat_history.add_assistant_message(str(result))
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print("\n\nExiting...")
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# </Chat>
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# Run the main function
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if __name__ == "__main__":
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asyncio.run(main())
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