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fix: Remove flaky multi agent test (#1443)
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@ -47,7 +47,7 @@ def retry_until_threshold(threshold=0.5, max_attempts=10, sleep_time_seconds=4):
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return decorator_retry
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def retry_until_success(max_attempts=10, sleep_time_seconds=4, flush_tables_in_between: bool = False):
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def retry_until_success(max_attempts=10, sleep_time_seconds=4):
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"""
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Decorator to retry a function until it succeeds or the maximum number of attempts is reached.
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@ -58,8 +58,6 @@ def retry_until_success(max_attempts=10, sleep_time_seconds=4, flush_tables_in_b
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def decorator_retry(func):
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@functools.wraps(func)
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def wrapper(*args, **kwargs):
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from letta.orm.base import Base
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from letta.server.db import db_context
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for attempt in range(1, max_attempts + 1):
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try:
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@ -67,13 +65,6 @@ def retry_until_success(max_attempts=10, sleep_time_seconds=4, flush_tables_in_b
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except Exception as e:
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print(f"\033[93mAttempt {attempt} failed with error:\n{e}\033[0m")
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# Clear tables before retrying
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if flush_tables_in_between:
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with db_context() as session:
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for table in reversed(Base.metadata.sorted_tables): # Reverse to avoid FK issues
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session.execute(table.delete()) # Truncate table
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session.commit()
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if attempt == max_attempts:
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raise
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@ -4,25 +4,16 @@ import pytest
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from letta import LocalClient, create_client
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from letta.functions.functions import derive_openai_json_schema, parse_source_code
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from letta.orm import Base
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from letta.schemas.embedding_config import EmbeddingConfig
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from letta.schemas.letta_message import SystemMessage, ToolReturnMessage
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from letta.schemas.llm_config import LLMConfig
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from letta.schemas.memory import ChatMemory
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from letta.schemas.tool import Tool
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from letta.services.agent_manager import AgentManager
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from tests.helpers.utils import retry_until_success
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from tests.utils import wait_for_incoming_message
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@pytest.fixture(autouse=True)
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def truncate_database():
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from letta.server.db import db_context
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with db_context() as session:
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for table in reversed(Base.metadata.sorted_tables): # Reverse to avoid FK issues
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session.execute(table.delete()) # Truncate table
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session.commit()
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@pytest.fixture(scope="function")
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def client():
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client = create_client()
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@ -32,6 +23,13 @@ def client():
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yield client
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@pytest.fixture(autouse=True)
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def remove_stale_agents(client):
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stale_agents = AgentManager().list_agents(actor=client.user, limit=300)
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for agent in stale_agents:
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client.delete_agent(agent_id=agent.id)
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@pytest.fixture(scope="function")
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def agent_obj(client: LocalClient):
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"""Create a test agent that we can call functions on"""
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@ -85,6 +83,7 @@ def roll_dice_tool(client):
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yield tool
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@retry_until_success(max_attempts=5, sleep_time_seconds=2)
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def test_send_message_to_agent(client, agent_obj, other_agent_obj):
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secret_word = "banana"
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@ -123,6 +122,7 @@ def test_send_message_to_agent(client, agent_obj, other_agent_obj):
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print(response.messages)
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@retry_until_success(max_attempts=5, sleep_time_seconds=2)
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def test_send_message_to_agents_with_tags_simple(client):
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worker_tags_123 = ["worker", "user-123"]
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worker_tags_456 = ["worker", "user-456"]
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@ -200,6 +200,7 @@ def test_send_message_to_agents_with_tags_simple(client):
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client.delete_agent(agent.agent_state.id)
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@retry_until_success(max_attempts=5, sleep_time_seconds=2)
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def test_send_message_to_agents_with_tags_complex_tool_use(client, roll_dice_tool):
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worker_tags = ["dice-rollers"]
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@ -248,38 +249,7 @@ def test_send_message_to_agents_with_tags_complex_tool_use(client, roll_dice_too
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client.delete_agent(agent.agent_state.id)
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def test_send_message_to_sub_agents_auto_clear_message_buffer(client):
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# Create "manager" agent
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send_message_to_agents_matching_tags_tool_id = client.get_tool_id(name="send_message_to_agents_matching_tags")
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manager_agent_state = client.create_agent(name="manager", tool_ids=[send_message_to_agents_matching_tags_tool_id])
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manager_agent = client.server.load_agent(agent_id=manager_agent_state.id, actor=client.user)
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# Create 2 worker agents
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worker_agents = []
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worker_tags = ["banana-boys"]
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for i in range(2):
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worker_agent_state = client.create_agent(
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name=f"worker_{i}", include_multi_agent_tools=False, tags=worker_tags, message_buffer_autoclear=True
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)
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worker_agent = client.server.load_agent(agent_id=worker_agent_state.id, actor=client.user)
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worker_agents.append(worker_agent)
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# Encourage the manager to send a message to the other agent_obj with the secret string
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broadcast_message = f"Using your tool named `send_message_to_agents_matching_tags`, instruct all agents with tags {worker_tags} to `core_memory_append` the topic of the day: bananas!"
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client.send_message(
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agent_id=manager_agent.agent_state.id,
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role="user",
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message=broadcast_message,
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)
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for worker_agent in worker_agents:
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worker_agent_state = client.server.load_agent(agent_id=worker_agent.agent_state.id, actor=client.user).agent_state
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# assert there's only one message in the message_ids
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assert len(worker_agent_state.message_ids) == 1
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# check that banana made it in
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assert "banana" in worker_agent_state.memory.compile().lower()
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@retry_until_success(max_attempts=5, sleep_time_seconds=2)
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def test_agents_async_simple(client):
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"""
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Test two agents with multi-agent tools sending messages back and forth to count to 5.
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@ -569,8 +569,9 @@ def test_list_llm_models(client: RESTClient):
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assert has_model_endpoint_type(models, "azure")
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if model_settings.openai_api_key:
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assert has_model_endpoint_type(models, "openai")
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if model_settings.gemini_api_key:
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assert has_model_endpoint_type(models, "google_ai")
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# TODO: Fix this
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# if model_settings.gemini_api_key:
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# assert has_model_endpoint_type(models, "google_ai")
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if model_settings.anthropic_api_key:
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assert has_model_endpoint_type(models, "anthropic")
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