adk-python/tests/integration/test_multi_turn.py
Xiang (Sean) Zhou e7d9cf359a make eval functions async
PiperOrigin-RevId: 756106627
2025-05-07 19:53:19 -07:00

47 lines
1.7 KiB
Python

# Copyright 2025 Google LLC
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or agreed to in writing, software
# distributed under the License is distributed on an "AS IS" BASIS,
# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
# See the License for the specific language governing permissions and
# limitations under the License.
from google.adk.evaluation import AgentEvaluator
@pytest.mark.asyncio
async def test_simple_multi_turn_conversation():
"""Test a simple multi-turn conversation."""
AgentEvaluator.evaluate(
agent_module="tests.integration.fixture.home_automation_agent",
eval_dataset_file_path_or_dir="tests/integration/fixture/home_automation_agent/test_files/simple_multi_turn_conversation.test.json",
num_runs=4,
)
@pytest.mark.asyncio
async def test_dependent_tool_calls():
"""Test subsequent tool calls that are dependent on previous tool calls."""
AgentEvaluator.evaluate(
agent_module="tests.integration.fixture.home_automation_agent",
eval_dataset_file_path_or_dir="tests/integration/fixture/home_automation_agent/test_files/dependent_tool_calls.test.json",
num_runs=4,
)
@pytest.mark.asyncio
async def test_memorizing_past_events():
"""Test memorizing past events."""
AgentEvaluator.evaluate(
agent_module="tests.integration.fixture.home_automation_agent",
eval_dataset_file_path_or_dir="tests/integration/fixture/home_automation_agent/test_files/memorizing_past_events/eval_data.test.json",
num_runs=4,
)