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PiperOrigin-RevId: 748777998

tests/integration/test_multi_turn.py

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+# 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
+
+
+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,
+  )
+
+
+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,
+  )
+
+
+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,
+  )