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https://github.com/crewAIInc/crewAI.git
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fix: support to add memories to Mem0 with agent_id (#3217)
* fix: support to add memories to Mem0 with agent_id * feat: removing memory_type checkings from Mem0Storage * feat: ensure agent_id is always present while saving memory into Mem0 * fix: use OR operator when querying Mem0 memories with both user_id and agent_id
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@@ -191,17 +191,39 @@ def test_save_method_with_memory_oss(mem0_storage_with_mocked_config):
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"""Test save method for different memory types"""
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mem0_storage, _, _ = mem0_storage_with_mocked_config
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mem0_storage.memory.add = MagicMock()
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# Test short_term memory type (already set in fixture)
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test_value = "This is a test memory"
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test_metadata = {"key": "value"}
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mem0_storage.save(test_value, test_metadata)
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mem0_storage.memory.add.assert_called_once_with(
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[{'role': 'assistant' , 'content': test_value}],
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[{"role": "assistant" , "content": test_value}],
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infer=True,
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metadata={"type": "short_term", "key": "value"},
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run_id="my_run_id",
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user_id="test_user",
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agent_id='Test_Agent'
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)
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def test_save_method_with_multiple_agents(mem0_storage_with_mocked_config):
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mem0_storage, _, _ = mem0_storage_with_mocked_config
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mem0_storage.crew.agents = [MagicMock(role="Test Agent"), MagicMock(role="Test Agent 2"), MagicMock(role="Test Agent 3")]
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mem0_storage.memory.add = MagicMock()
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test_value = "This is a test memory"
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test_metadata = {"key": "value"}
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mem0_storage.save(test_value, test_metadata)
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mem0_storage.memory.add.assert_called_once_with(
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[{"role": "assistant" , "content": test_value}],
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infer=True,
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metadata={"type": "short_term", "key": "value"},
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run_id="my_run_id",
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user_id="test_user",
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agent_id='Test_Agent_Test_Agent_2_Test_Agent_3'
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)
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@@ -209,13 +231,13 @@ def test_save_method_with_memory_client(mem0_storage_with_memory_client_using_co
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"""Test save method for different memory types"""
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mem0_storage = mem0_storage_with_memory_client_using_config_from_crew
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mem0_storage.memory.add = MagicMock()
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# Test short_term memory type (already set in fixture)
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test_value = "This is a test memory"
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test_metadata = {"key": "value"}
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mem0_storage.save(test_value, test_metadata)
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mem0_storage.memory.add.assert_called_once_with(
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[{'role': 'assistant' , 'content': test_value}],
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infer=True,
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@@ -224,7 +246,9 @@ def test_save_method_with_memory_client(mem0_storage_with_memory_client_using_co
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run_id="my_run_id",
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includes="include1",
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excludes="exclude1",
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output_format='v1.1'
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output_format='v1.1',
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user_id='test_user',
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agent_id='Test_Agent'
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)
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@@ -237,10 +261,10 @@ def test_search_method_with_memory_oss(mem0_storage_with_mocked_config):
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results = mem0_storage.search("test query", limit=5, score_threshold=0.5)
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mem0_storage.memory.search.assert_called_once_with(
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query="test query",
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limit=5,
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query="test query",
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limit=5,
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user_id="test_user",
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filters={'AND': [{'run_id': 'my_run_id'}]},
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filters={'AND': [{'run_id': 'my_run_id'}]},
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threshold=0.5
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)
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@@ -257,8 +281,8 @@ def test_search_method_with_memory_client(mem0_storage_with_memory_client_using_
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results = mem0_storage.search("test query", limit=5, score_threshold=0.5)
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mem0_storage.memory.search.assert_called_once_with(
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query="test query",
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limit=5,
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query="test query",
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limit=5,
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metadata={"type": "short_term"},
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user_id="test_user",
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version='v2',
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@@ -286,4 +310,56 @@ def test_mem0_storage_default_infer_value(mock_mem0_memory_client):
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)
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mem0_storage = Mem0Storage(type="short_term", crew=crew)
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assert mem0_storage.infer is True
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assert mem0_storage.infer is True
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def test_save_memory_using_agent_entity(mock_mem0_memory_client):
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config = {
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"agent_id": "agent-123",
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}
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mock_memory = MagicMock(spec=Memory)
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with patch.object(Memory, "__new__", return_value=mock_memory):
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mem0_storage = Mem0Storage(type="external", config=config)
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mem0_storage.save("test memory", {"key": "value"})
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mem0_storage.memory.add.assert_called_once_with(
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[{'role': 'assistant' , 'content': 'test memory'}],
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infer=True,
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metadata={"type": "external", "key": "value"},
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agent_id="agent-123",
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)
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def test_search_method_with_agent_entity():
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mem0_storage = Mem0Storage(type="external", config={"agent_id": "agent-123"})
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mock_results = {"results": [{"score": 0.9, "content": "Result 1"}, {"score": 0.4, "content": "Result 2"}]}
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mem0_storage.memory.search = MagicMock(return_value=mock_results)
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results = mem0_storage.search("test query", limit=5, score_threshold=0.5)
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mem0_storage.memory.search.assert_called_once_with(
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query="test query",
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limit=5,
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filters={"AND": [{"agent_id": "agent-123"}]},
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threshold=0.5,
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)
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assert len(results) == 2
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assert results[0]["content"] == "Result 1"
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def test_search_method_with_agent_id_and_user_id():
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mem0_storage = Mem0Storage(type="external", config={"agent_id": "agent-123", "user_id": "user-123"})
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mock_results = {"results": [{"score": 0.9, "content": "Result 1"}, {"score": 0.4, "content": "Result 2"}]}
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mem0_storage.memory.search = MagicMock(return_value=mock_results)
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results = mem0_storage.search("test query", limit=5, score_threshold=0.5)
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mem0_storage.memory.search.assert_called_once_with(
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query="test query",
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limit=5,
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user_id='user-123',
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filters={"OR": [{"user_id": "user-123"}, {"agent_id": "agent-123"}]},
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threshold=0.5,
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)
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assert len(results) == 2
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assert results[0]["content"] == "Result 1"
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