wehub-resource-sync
94 lines
3.1 KiB
Python
94 lines
3.1 KiB
Python
# Copyright (c) Microsoft. All rights reserved.
|
|
|
|
import asyncio
|
|
|
|
import semantic_kernel as sk
|
|
from samples.sk_service_configurator import add_service
|
|
from semantic_kernel.connectors.ai.prompt_execution_settings import PromptExecutionSettings
|
|
from semantic_kernel.contents.chat_history import ChatHistory
|
|
from semantic_kernel.core_plugins import ConversationSummaryPlugin
|
|
from semantic_kernel.prompt_template import PromptTemplateConfig
|
|
from semantic_kernel.prompt_template.input_variable import InputVariable
|
|
|
|
|
|
async def main():
|
|
# Initialize the kernel
|
|
kernel = sk.Kernel()
|
|
|
|
# Add the service to the kernel
|
|
# use_chat: True to use chat completion, False to use text completion
|
|
kernel = add_service(kernel=kernel, use_chat=True)
|
|
|
|
service_id = "default"
|
|
execution_settings = PromptExecutionSettings(
|
|
service_id=service_id, max_tokens=ConversationSummaryPlugin._max_tokens, temperature=0.1, top_p=0.5
|
|
)
|
|
|
|
template = (
|
|
"BEGIN CONTENT TO SUMMARIZE:\n{{" + "$history" + "}}\n{{" + "$input" + "}}\n"
|
|
"END CONTENT TO SUMMARIZE.\nSummarize the conversation in 'CONTENT TO"
|
|
" SUMMARIZE', identifying main points of discussion and any"
|
|
" conclusions that were reached.\nDo not incorporate other general"
|
|
" knowledge.\nSummary is in plain text, in complete sentences, with no markup"
|
|
" or tags.\n\nBEGIN SUMMARY:\n"
|
|
)
|
|
|
|
prompt_template_config = PromptTemplateConfig(
|
|
template=template,
|
|
description="Given a section of a conversation transcript, summarize the part of the conversation.",
|
|
execution_settings=execution_settings,
|
|
input_variables=[
|
|
InputVariable(name="input", description="The user input", is_required=True),
|
|
InputVariable(
|
|
name="history",
|
|
description="The history of the conversation",
|
|
is_required=True,
|
|
allow_dangerously_set_content=True,
|
|
),
|
|
],
|
|
)
|
|
|
|
# Import the ConversationSummaryPlugin
|
|
kernel.add_plugin(
|
|
ConversationSummaryPlugin(kernel=kernel, prompt_template_config=prompt_template_config),
|
|
plugin_name="ConversationSummaryPlugin",
|
|
)
|
|
|
|
summarize_function = kernel.get_function(
|
|
plugin_name="ConversationSummaryPlugin", function_name="SummarizeConversation"
|
|
)
|
|
|
|
# Create the history
|
|
history = ChatHistory()
|
|
|
|
while True:
|
|
try:
|
|
request = input("User:> ")
|
|
except KeyboardInterrupt:
|
|
print("\n\nExiting chat...")
|
|
return False
|
|
except EOFError:
|
|
print("\n\nExiting chat...")
|
|
return False
|
|
|
|
if request == "exit":
|
|
print("\n\nExiting chat...")
|
|
return False
|
|
|
|
result = await kernel.invoke(
|
|
summarize_function,
|
|
input=request,
|
|
history=history,
|
|
)
|
|
|
|
# Add the request to the history
|
|
history.add_user_message(request)
|
|
history.add_assistant_message(str(result))
|
|
|
|
print(f"Assistant:> {result}")
|
|
|
|
|
|
# Run the main function
|
|
if __name__ == "__main__":
|
|
asyncio.run(main())
|