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| 1 | +# https://github.com/Azure/azure-sdk-for-python/blob/main/sdk/ai/azure-ai-projects/samples/agents/sample_agents_stream_iteration.py |
| 2 | +import os |
| 3 | + |
| 4 | +from azure.ai.projects import AIProjectClient |
| 5 | +from azure.ai.projects.models import AgentStreamEvent, MessageDeltaChunk, RunStep, ThreadMessage, ThreadRun |
| 6 | +from azure.identity import DefaultAzureCredential |
| 7 | + |
| 8 | +project_client = AIProjectClient.from_connection_string( |
| 9 | + credential=DefaultAzureCredential(), |
| 10 | + conn_str=os.environ["PROJECT_CONNECTION_STRING"], |
| 11 | +) |
| 12 | + |
| 13 | +with project_client: |
| 14 | + # Create an agent and run stream with iteration |
| 15 | + agent = project_client.agents.create_agent( |
| 16 | + model=os.environ["MODEL_DEPLOYMENT_NAME"], |
| 17 | + name="my-assistant", |
| 18 | + instructions="You are a helpful assistant", |
| 19 | + ) |
| 20 | + print(f"Created agent, ID {agent.id}") |
| 21 | + |
| 22 | + thread = project_client.agents.create_thread() |
| 23 | + print(f"Created thread, thread ID {thread.id}") |
| 24 | + |
| 25 | + message = project_client.agents.create_message(thread_id=thread.id, role="user", content="Hello, tell me a joke") |
| 26 | + print(f"Created message, message ID {message.id}") |
| 27 | + |
| 28 | + # [START iterate_stream] |
| 29 | + with project_client.agents.create_stream(thread_id=thread.id, agent_id=agent.id) as stream: |
| 30 | + for event_type, event_data, _ in stream: |
| 31 | + if isinstance(event_data, MessageDeltaChunk): |
| 32 | + print(f"Text delta received: {event_data.text}") |
| 33 | + |
| 34 | + elif isinstance(event_data, ThreadMessage): |
| 35 | + print(f"ThreadMessage created. ID: {event_data.id}, Status: {event_data.status}") |
| 36 | + |
| 37 | + elif isinstance(event_data, ThreadRun): |
| 38 | + print(f"ThreadRun status: {event_data.status}") |
| 39 | + |
| 40 | + elif isinstance(event_data, RunStep): |
| 41 | + print(f"RunStep type: {event_data.type}, Status: {event_data.status}") |
| 42 | + |
| 43 | + elif event_type == AgentStreamEvent.ERROR: |
| 44 | + print(f"An error occurred. Data: {event_data}") |
| 45 | + |
| 46 | + elif event_type == AgentStreamEvent.DONE: |
| 47 | + print("Stream completed.") |
| 48 | + break |
| 49 | + |
| 50 | + else: |
| 51 | + print(f"Unhandled Event Type: {event_type}, Data: {event_data}") |
| 52 | + # [END iterate_stream] |
| 53 | + |
| 54 | + project_client.agents.delete_agent(agent.id) |
| 55 | + print("Deleted agent") |
| 56 | + |
| 57 | + messages = project_client.agents.list_messages(thread_id=thread.id) |
| 58 | + print(f"Messages: {messages}") |
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