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Dmytro Struk
86 lines
3.3 KiB
Python
86 lines
3.3 KiB
Python
# Copyright (c) Microsoft. All rights reserved.
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import asyncio
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from agent_framework.foundry import FoundryChatClient
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from agent_framework.openai import OpenAIChatClient
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from azure.identity.aio import AzureCliCredential
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async def suspend_resume_service_managed_thread() -> None:
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"""Demonstrates how to suspend and resume a service-managed thread."""
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print("=== Suspend-Resume Service-Managed Thread ===")
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# Foundry Chat Client is used as an example here,
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# other chat clients can be used as well.
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# For authentication, run `az login` command in terminal or replace AzureCliCredential with preferred
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# authentication option.
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async with (
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AzureCliCredential() as credential,
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FoundryChatClient(async_credential=credential).create_agent(
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name="Joker", instructions="You are good at telling jokes."
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) as agent,
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):
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# Start a new thread for the agent conversation.
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thread = agent.get_new_thread()
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# Respond to user input.
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query = "Tell me a joke about a pirate."
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print(f"User: {query}")
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print(f"Agent: {await agent.run(query, thread=thread)}\n")
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# Serialize the thread state, so it can be stored for later use.
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serialized_thread = await thread.serialize()
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# The thread can now be saved to a database, file, or any other storage mechanism and loaded again later.
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print(f"Serialized thread: {serialized_thread}\n")
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# Deserialize the thread state after loading from storage.
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resumed_thread = await agent.deserialize_thread(serialized_thread)
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# Respond to user input.
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query = "Now tell the same joke in the voice of a pirate, and add some emojis to the joke."
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print(f"User: {query}")
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print(f"Agent: {await agent.run(query, thread=resumed_thread)}\n")
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async def suspend_resume_in_memory_thread() -> None:
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"""Demonstrates how to suspend and resume an in-memory thread."""
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print("=== Suspend-Resume In-Memory Thread ===")
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# OpenAI Chat Client is used as an example here,
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# other chat clients can be used as well.
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agent = OpenAIChatClient().create_agent(name="Joker", instructions="You are good at telling jokes.")
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# Start a new thread for the agent conversation.
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thread = agent.get_new_thread()
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# Respond to user input.
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query = "Tell me a joke about a pirate."
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print(f"User: {query}")
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print(f"Agent: {await agent.run(query, thread=thread)}\n")
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# Serialize the thread state, so it can be stored for later use.
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serialized_thread = await thread.serialize()
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# The thread can now be saved to a database, file, or any other storage mechanism and loaded again later.
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print(f"Serialized thread: {serialized_thread}\n")
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# Deserialize the thread state after loading from storage.
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resumed_thread = await agent.deserialize_thread(serialized_thread)
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# Respond to user input.
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query = "Now tell the same joke in the voice of a pirate, and add some emojis to the joke."
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print(f"User: {query}")
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print(f"Agent: {await agent.run(query, thread=resumed_thread)}\n")
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async def main() -> None:
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print("=== Suspend-Resume Thread Examples ===")
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await suspend_resume_service_managed_thread()
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await suspend_resume_in_memory_thread()
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if __name__ == "__main__":
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asyncio.run(main())
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