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# ------------------------------------
# Copyright (c) Microsoft Corporation.
# Licensed under the MIT License.
# ------------------------------------
"""
DESCRIPTION:
This sample demonstrates how to use agent operations in streaming from
the Azure Agents service using a synchronous client.
USAGE:
python sample_agents_basics_stream_iteration.py
Before running the sample:
pip install azure-ai-agents azure-identity
Set these environment variables with your own values:
1) PROJECT_ENDPOINT - The Azure AI Project endpoint, as found in the Overview
page of your Azure AI Foundry portal.
2) MODEL_DEPLOYMENT_NAME - The deployment name of the AI model, as found under the "Name" column in
the "Models + endpoints" tab in your Azure AI Foundry project.
"""
import os
from azure.ai.agents import AgentsClient
from azure.identity import DefaultAzureCredential
from azure.ai.agents.models import (
AgentStreamEvent,
MessageDeltaChunk,
ThreadMessage,
ThreadRun,
RunStep,
)
agents_client = AgentsClient(
endpoint=os.environ["PROJECT_ENDPOINT"],
credential=DefaultAzureCredential(),
)
with agents_client:
# Create an agent and run stream with iteration
agent = agents_client.create_agent(
model=os.environ["MODEL_DEPLOYMENT_NAME"], name="my-agent", instructions="You are a helpful agent"
)
print(f"Created agent, ID {agent.id}")
thread = agents_client.threads.create()
print(f"Created thread, thread ID {thread.id}")
message = agents_client.messages.create(thread_id=thread.id, role="user", content="Hello, tell me a joke")
print(f"Created message, message ID {message.id}")
# [START iterate_stream]
with agents_client.runs.stream(thread_id=thread.id, agent_id=agent.id) as stream:
for event_type, event_data, _ in stream:
if isinstance(event_data, MessageDeltaChunk):
print(f"Text delta received: {event_data.text}")
elif isinstance(event_data, ThreadMessage):
print(f"ThreadMessage created. ID: {event_data.id}, Status: {event_data.status}")
elif isinstance(event_data, ThreadRun):
print(f"ThreadRun status: {event_data.status}")
elif isinstance(event_data, RunStep):
print(f"RunStep type: {event_data.type}, Status: {event_data.status}")
elif event_type == AgentStreamEvent.ERROR:
print(f"An error occurred. Data: {event_data}")
elif event_type == AgentStreamEvent.DONE:
print("Stream completed.")
break
else:
print(f"Unhandled Event Type: {event_type}, Data: {event_data}")
# [END iterate_stream]
agents_client.delete_agent(agent.id)
print("Deleted agent")
|
