diff --git a/pyproject.toml b/pyproject.toml index 7f5a5b007f..085a6e2425 100644 --- a/pyproject.toml +++ b/pyproject.toml @@ -60,7 +60,7 @@ pandas = [ openpyxl = [ "openpyxl>=3.1.5", ] -mem0 = ["mem0ai>=0.1.29"] +mem0 = ["mem0ai>=0.1.94"] docling = [ "docling>=2.12.0", ] diff --git a/src/crewai/memory/storage/mem0_storage.py b/src/crewai/memory/storage/mem0_storage.py index 8357887272..5d601ac1fb 100644 --- a/src/crewai/memory/storage/mem0_storage.py +++ b/src/crewai/memory/storage/mem0_storage.py @@ -88,7 +88,9 @@ def save(self, value: Any, metadata: Dict[str, Any]) -> None: } if params: - self.memory.add(value, **params | {"output_format": "v1.1"}) + if isinstance(self.memory, MemoryClient): + params["output_format"] = "v1.1" + self.memory.add(value, **params) def search( self, @@ -96,7 +98,7 @@ def search( limit: int = 3, score_threshold: float = 0.35, ) -> List[Any]: - params = {"query": query, "limit": limit} + params = {"query": query, "limit": limit, "output_format": "v1.1"} if user_id := self._get_user_id(): params["user_id"] = user_id @@ -116,8 +118,11 @@ def search( # Discard the filters for now since we create the filters # automatically when the crew is created. + if isinstance(self.memory, Memory): + del params["metadata"], params["output_format"] + results = self.memory.search(**params) - return [r for r in results if r["score"] >= score_threshold] + return [r for r in results["results"] if r["score"] >= score_threshold] def _get_user_id(self) -> str: return self._get_config().get("user_id", "") diff --git a/tests/memory/user_memory_test.py b/tests/memory/user_memory_test.py index 53514f6382..0b28cd4430 100644 --- a/tests/memory/user_memory_test.py +++ b/tests/memory/user_memory_test.py @@ -1,4 +1,3 @@ - from unittest.mock import MagicMock, patch import pytest @@ -65,4 +64,4 @@ def test_save_and_search(user_memory): with patch.object(UserMemory, 'search', return_value=expected_result) as mock_search: find = UserMemory.search("test value", score_threshold=0.01)[0] mock_search.assert_called_once_with("test value", score_threshold=0.01) - assert find == expected_result[0] \ No newline at end of file + assert find == expected_result[0] diff --git a/tests/storage/test_mem0_storage.py b/tests/storage/test_mem0_storage.py index f0c62d4800..b651521f92 100644 --- a/tests/storage/test_mem0_storage.py +++ b/tests/storage/test_mem0_storage.py @@ -15,6 +15,7 @@ class MockCrew: def __init__(self, memory_config): self.memory_config = memory_config + self.agents = [MagicMock(role="Test Agent")] @pytest.fixture @@ -107,11 +108,13 @@ def mem0_storage_with_memory_client_using_config_from_crew(mock_mem0_memory_clie @pytest.fixture -def mem0_storage_with_memory_client_using_explictly_config(mock_mem0_memory_client): +def mem0_storage_with_memory_client_using_explictly_config(mock_mem0_memory_client, mock_mem0_memory): """Fixture to create a Mem0Storage instance with mocked dependencies""" - # We need to patch the MemoryClient before it's instantiated - with patch.object(MemoryClient, "__new__", return_value=mock_mem0_memory_client): + # We need to patch both MemoryClient and Memory to prevent actual initialization + with patch.object(MemoryClient, "__new__", return_value=mock_mem0_memory_client), \ + patch.object(Memory, "__new__", return_value=mock_mem0_memory): + crew = MockCrew( memory_config={ "provider": "mem0", @@ -155,3 +158,82 @@ def test_mem0_storage_with_explict_config( mem0_storage_with_memory_client_using_explictly_config.memory_config == expected_config ) + + +def test_save_method_with_memory_oss(mem0_storage_with_mocked_config): + """Test save method for different memory types""" + mem0_storage, _, _ = mem0_storage_with_mocked_config + mem0_storage.memory.add = MagicMock() + + # Test short_term memory type (already set in fixture) + test_value = "This is a test memory" + test_metadata = {"key": "value"} + + mem0_storage.save(test_value, test_metadata) + + mem0_storage.memory.add.assert_called_once_with( + test_value, + agent_id="Test_Agent", + infer=False, + metadata={"type": "short_term", "key": "value"}, + ) + + +def test_save_method_with_memory_client(mem0_storage_with_memory_client_using_config_from_crew): + """Test save method for different memory types""" + mem0_storage = mem0_storage_with_memory_client_using_config_from_crew + mem0_storage.memory.add = MagicMock() + + # Test short_term memory type (already set in fixture) + test_value = "This is a test memory" + test_metadata = {"key": "value"} + + mem0_storage.save(test_value, test_metadata) + + mem0_storage.memory.add.assert_called_once_with( + test_value, + agent_id="Test_Agent", + infer=False, + metadata={"type": "short_term", "key": "value"}, + output_format="v1.1" + ) + + +def test_search_method_with_memory_oss(mem0_storage_with_mocked_config): + """Test search method for different memory types""" + mem0_storage, _, _ = mem0_storage_with_mocked_config + mock_results = {"results": [{"score": 0.9, "content": "Result 1"}, {"score": 0.4, "content": "Result 2"}]} + mem0_storage.memory.search = MagicMock(return_value=mock_results) + + results = mem0_storage.search("test query", limit=5, score_threshold=0.5) + + mem0_storage.memory.search.assert_called_once_with( + query="test query", + limit=5, + agent_id="Test_Agent", + user_id="test_user" + ) + + assert len(results) == 1 + assert results[0]["content"] == "Result 1" + + +def test_search_method_with_memory_client(mem0_storage_with_memory_client_using_config_from_crew): + """Test search method for different memory types""" + mem0_storage = mem0_storage_with_memory_client_using_config_from_crew + mock_results = {"results": [{"score": 0.9, "content": "Result 1"}, {"score": 0.4, "content": "Result 2"}]} + mem0_storage.memory.search = MagicMock(return_value=mock_results) + + results = mem0_storage.search("test query", limit=5, score_threshold=0.5) + + mem0_storage.memory.search.assert_called_once_with( + query="test query", + limit=5, + agent_id="Test_Agent", + metadata={"type": "short_term"}, + user_id="test_user", + output_format='v1.1' + ) + + assert len(results) == 1 + assert results[0]["content"] == "Result 1" diff --git a/uv.lock b/uv.lock index e78a581824..c47eee5162 100644 --- a/uv.lock +++ b/uv.lock @@ -73,6 +73,78 @@ resolution-markers = [ "(python_full_version >= '3.12.4' and platform_machine != 'aarch64' and platform_python_implementation != 'PyPy' and platform_system == 'Darwin' and sys_platform != 'darwin') or (python_full_version >= '3.12.4' and platform_python_implementation != 'PyPy' and platform_system == 'Darwin' and sys_platform != 'darwin' and sys_platform != 'linux')", "python_full_version >= '3.12.4' and platform_machine == 'aarch64' and platform_python_implementation != 'PyPy' and platform_system == 'Linux' and sys_platform != 'darwin' and sys_platform != 'linux'", "(python_full_version >= '3.12.4' and platform_machine != 'aarch64' and platform_python_implementation != 'PyPy' and platform_system != 'Darwin' and sys_platform != 'darwin') or (python_full_version >= '3.12.4' and platform_python_implementation != 'PyPy' and platform_system != 'Darwin' and platform_system != 'Linux' and sys_platform != 'darwin' and sys_platform != 'linux')", + "python_full_version < '3.11' and platform_python_implementation == 'PyPy' and platform_system == 'Darwin' and sys_platform == 'darwin'", + "python_full_version < '3.11' and platform_machine == 'aarch64' and platform_python_implementation == 'PyPy' and platform_system == 'Linux' and sys_platform == 'darwin'", + "(python_full_version < '3.11' and platform_machine != 'aarch64' and platform_python_implementation == 'PyPy' and platform_system != 'Darwin' and sys_platform == 'darwin') or (python_full_version < '3.11' and platform_python_implementation == 'PyPy' and platform_system != 'Darwin' and platform_system != 'Linux' and sys_platform == 'darwin')", + "python_full_version < '3.11' and platform_python_implementation != 'PyPy' and platform_system == 'Darwin' and sys_platform == 'darwin'", + "python_full_version < '3.11' and platform_machine == 'aarch64' and platform_python_implementation != 'PyPy' and platform_system == 'Linux' and sys_platform == 'darwin'", + "(python_full_version < '3.11' and platform_machine != 'aarch64' and platform_python_implementation != 'PyPy' and platform_system != 'Darwin' and sys_platform == 'darwin') or (python_full_version < '3.11' and platform_python_implementation != 'PyPy' and platform_system != 'Darwin' and platform_system != 'Linux' and sys_platform == 'darwin')", + "python_full_version < '3.11' and platform_machine == 'aarch64' and platform_python_implementation == 'PyPy' and platform_system == 'Darwin' and sys_platform == 'linux'", + "python_full_version < '3.11' and platform_machine == 'aarch64' and platform_python_implementation == 'PyPy' and platform_system == 'Linux' and sys_platform == 'linux'", + "python_full_version < '3.11' and platform_machine == 'aarch64' and platform_python_implementation == 'PyPy' and platform_system != 'Darwin' and platform_system != 'Linux' and sys_platform == 'linux'", + "python_full_version < '3.11' and platform_machine == 'aarch64' and platform_python_implementation != 'PyPy' and platform_system == 'Darwin' and sys_platform == 'linux'", + "python_full_version < '3.11' and platform_machine == 'aarch64' and platform_python_implementation != 'PyPy' and platform_system == 'Linux' and sys_platform == 'linux'", + "python_full_version < '3.11' and platform_machine == 'aarch64' and platform_python_implementation != 'PyPy' and platform_system != 'Darwin' and platform_system != 'Linux' and sys_platform == 'linux'", + "(python_full_version < '3.11' and platform_machine != 'aarch64' and platform_python_implementation == 'PyPy' and platform_system == 'Darwin' and sys_platform != 'darwin') or (python_full_version < '3.11' and platform_python_implementation == 'PyPy' and platform_system == 'Darwin' and sys_platform != 'darwin' and sys_platform != 'linux')", + "python_full_version < '3.11' and platform_machine == 'aarch64' and platform_python_implementation == 'PyPy' and platform_system == 'Linux' and sys_platform != 'darwin' and sys_platform != 'linux'", + "(python_full_version < '3.11' and platform_machine != 'aarch64' and platform_python_implementation == 'PyPy' and platform_system != 'Darwin' and sys_platform != 'darwin') or (python_full_version < '3.11' and platform_python_implementation == 'PyPy' and platform_system != 'Darwin' and platform_system != 'Linux' and sys_platform != 'darwin' and sys_platform != 'linux')", + "(python_full_version < '3.11' and platform_machine != 'aarch64' and platform_python_implementation != 'PyPy' and platform_system == 'Darwin' and sys_platform != 'darwin') or (python_full_version < '3.11' and platform_python_implementation != 'PyPy' and platform_system == 'Darwin' and sys_platform != 'darwin' and sys_platform != 'linux')", + "python_full_version < '3.11' and platform_machine == 'aarch64' and platform_python_implementation != 'PyPy' and platform_system == 'Linux' and sys_platform != 'darwin' and sys_platform != 'linux'", + "(python_full_version < '3.11' and platform_machine != 'aarch64' and platform_python_implementation != 'PyPy' and platform_system != 'Darwin' and sys_platform != 'darwin') or (python_full_version < '3.11' and platform_python_implementation != 'PyPy' and platform_system != 'Darwin' and platform_system != 'Linux' and sys_platform != 'darwin' and sys_platform != 'linux')", + "python_full_version == '3.11.*' and platform_python_implementation == 'PyPy' and platform_system == 'Darwin' and sys_platform == 'darwin'", + "python_full_version == '3.11.*' and platform_machine == 'aarch64' and platform_python_implementation == 'PyPy' and platform_system == 'Linux' and sys_platform == 'darwin'", + "(python_full_version == '3.11.*' and platform_machine != 'aarch64' and platform_python_implementation == 'PyPy' and platform_system != 'Darwin' and sys_platform == 'darwin') or (python_full_version == '3.11.*' and platform_python_implementation == 'PyPy' and platform_system != 'Darwin' and platform_system != 'Linux' and sys_platform == 'darwin')", + "python_full_version == '3.11.*' and platform_python_implementation != 'PyPy' and platform_system == 'Darwin' and sys_platform == 'darwin'", + "python_full_version == '3.11.*' and platform_machine == 'aarch64' and platform_python_implementation != 'PyPy' and platform_system == 'Linux' and sys_platform == 'darwin'", + "(python_full_version == '3.11.*' and platform_machine != 'aarch64' and platform_python_implementation != 'PyPy' and platform_system != 'Darwin' and sys_platform == 'darwin') or (python_full_version == '3.11.*' and platform_python_implementation != 'PyPy' and platform_system != 'Darwin' and platform_system != 'Linux' and sys_platform == 'darwin')", + "python_full_version == '3.11.*' and platform_machine == 'aarch64' and platform_python_implementation == 'PyPy' and platform_system == 'Darwin' and sys_platform == 'linux'", + "python_full_version == '3.11.*' and platform_machine == 'aarch64' and platform_python_implementation == 'PyPy' and platform_system == 'Linux' and sys_platform == 'linux'", + "python_full_version == '3.11.*' and platform_machine == 'aarch64' and platform_python_implementation == 'PyPy' and platform_system != 'Darwin' and platform_system != 'Linux' and sys_platform == 'linux'", + "python_full_version == '3.11.*' and platform_machine == 'aarch64' and platform_python_implementation != 'PyPy' and platform_system == 'Darwin' and sys_platform == 'linux'", + "python_full_version == '3.11.*' and platform_machine == 'aarch64' and platform_python_implementation != 'PyPy' and platform_system == 'Linux' and sys_platform == 'linux'", + "python_full_version == '3.11.*' and platform_machine == 'aarch64' and platform_python_implementation != 'PyPy' and platform_system != 'Darwin' and platform_system != 'Linux' and sys_platform == 'linux'", + "(python_full_version == '3.11.*' and platform_machine != 'aarch64' and platform_python_implementation == 'PyPy' and platform_system == 'Darwin' and sys_platform != 'darwin') or (python_full_version == '3.11.*' and platform_python_implementation == 'PyPy' and platform_system == 'Darwin' and sys_platform != 'darwin' and sys_platform != 'linux')", + "python_full_version == '3.11.*' and platform_machine == 'aarch64' and platform_python_implementation == 'PyPy' and platform_system == 'Linux' and sys_platform != 'darwin' and sys_platform != 'linux'", + "(python_full_version == '3.11.*' and platform_machine != 'aarch64' and platform_python_implementation == 'PyPy' and platform_system != 'Darwin' and sys_platform != 'darwin') or (python_full_version == '3.11.*' and platform_python_implementation == 'PyPy' and platform_system != 'Darwin' and platform_system != 'Linux' and sys_platform != 'darwin' and sys_platform != 'linux')", + "(python_full_version == '3.11.*' and platform_machine != 'aarch64' and platform_python_implementation != 'PyPy' and platform_system == 'Darwin' and sys_platform != 'darwin') or (python_full_version == '3.11.*' and platform_python_implementation != 'PyPy' and platform_system == 'Darwin' and sys_platform != 'darwin' and sys_platform != 'linux')", + "python_full_version == '3.11.*' and platform_machine == 'aarch64' and platform_python_implementation != 'PyPy' and platform_system == 'Linux' and sys_platform != 'darwin' and sys_platform != 'linux'", + "(python_full_version == '3.11.*' and platform_machine != 'aarch64' and platform_python_implementation != 'PyPy' and platform_system != 'Darwin' and sys_platform != 'darwin') or (python_full_version == '3.11.*' and platform_python_implementation != 'PyPy' and platform_system != 'Darwin' and platform_system != 'Linux' and sys_platform != 'darwin' and sys_platform != 'linux')", + "python_full_version >= '3.12' and python_full_version < '3.12.4' and platform_python_implementation == 'PyPy' and platform_system == 'Darwin' and sys_platform == 'darwin'", + "python_full_version >= '3.12' and python_full_version < '3.12.4' and platform_machine == 'aarch64' and platform_python_implementation == 'PyPy' and platform_system == 'Linux' and sys_platform == 'darwin'", + "(python_full_version >= '3.12' and python_full_version < '3.12.4' and platform_machine != 'aarch64' and platform_python_implementation == 'PyPy' and platform_system != 'Darwin' and sys_platform == 'darwin') or (python_full_version >= '3.12' and python_full_version < '3.12.4' and platform_python_implementation == 'PyPy' and platform_system != 'Darwin' and platform_system != 'Linux' and sys_platform == 'darwin')", + "python_full_version >= '3.12' and python_full_version < '3.12.4' and platform_python_implementation != 'PyPy' and platform_system == 'Darwin' and sys_platform == 'darwin'", + "python_full_version >= '3.12' and python_full_version < '3.12.4' and platform_machine == 'aarch64' and platform_python_implementation != 'PyPy' and platform_system == 'Linux' and sys_platform == 'darwin'", + "(python_full_version >= '3.12' and python_full_version < '3.12.4' and platform_machine != 'aarch64' and platform_python_implementation != 'PyPy' and platform_system != 'Darwin' and sys_platform == 'darwin') or (python_full_version >= '3.12' and python_full_version < '3.12.4' and platform_python_implementation != 'PyPy' and platform_system != 'Darwin' and platform_system != 'Linux' and sys_platform == 'darwin')", + "python_full_version >= '3.12' and python_full_version < '3.12.4' and platform_machine == 'aarch64' and platform_python_implementation == 'PyPy' and platform_system == 'Darwin' and sys_platform == 'linux'", + "python_full_version >= '3.12' and python_full_version < '3.12.4' and platform_machine == 'aarch64' and platform_python_implementation == 'PyPy' and platform_system == 'Linux' and sys_platform == 'linux'", + "python_full_version >= '3.12' and python_full_version < '3.12.4' and platform_machine == 'aarch64' and platform_python_implementation == 'PyPy' and platform_system != 'Darwin' and platform_system != 'Linux' and sys_platform == 'linux'", + "python_full_version >= '3.12' and python_full_version < '3.12.4' and platform_machine == 'aarch64' and platform_python_implementation != 'PyPy' and platform_system == 'Darwin' and sys_platform == 'linux'", + "python_full_version >= '3.12' and python_full_version < '3.12.4' and platform_machine == 'aarch64' and platform_python_implementation != 'PyPy' and platform_system == 'Linux' and sys_platform == 'linux'", + "python_full_version >= '3.12' and python_full_version < '3.12.4' and platform_machine == 'aarch64' and platform_python_implementation != 'PyPy' and platform_system != 'Darwin' and platform_system != 'Linux' and sys_platform == 'linux'", + "(python_full_version >= '3.12' and python_full_version < '3.12.4' and platform_machine != 'aarch64' and platform_python_implementation == 'PyPy' and platform_system == 'Darwin' and sys_platform != 'darwin') or (python_full_version >= '3.12' and python_full_version < '3.12.4' and platform_python_implementation == 'PyPy' and platform_system == 'Darwin' and sys_platform != 'darwin' and sys_platform != 'linux')", + "python_full_version >= '3.12' and python_full_version < '3.12.4' and platform_machine == 'aarch64' and platform_python_implementation == 'PyPy' and platform_system == 'Linux' and sys_platform != 'darwin' and sys_platform != 'linux'", + "(python_full_version >= '3.12' and python_full_version < '3.12.4' and platform_machine != 'aarch64' and platform_python_implementation == 'PyPy' and platform_system != 'Darwin' and sys_platform != 'darwin') or (python_full_version >= '3.12' and python_full_version < '3.12.4' and platform_python_implementation == 'PyPy' and platform_system != 'Darwin' and platform_system != 'Linux' and sys_platform != 'darwin' and sys_platform != 'linux')", + "(python_full_version >= '3.12' and python_full_version < '3.12.4' and platform_machine != 'aarch64' and platform_python_implementation != 'PyPy' and platform_system == 'Darwin' and sys_platform != 'darwin') or (python_full_version >= '3.12' and python_full_version < '3.12.4' and platform_python_implementation != 'PyPy' and platform_system == 'Darwin' and sys_platform != 'darwin' and sys_platform != 'linux')", + "python_full_version >= '3.12' and python_full_version < '3.12.4' and platform_machine == 'aarch64' and platform_python_implementation != 'PyPy' and platform_system == 'Linux' and sys_platform != 'darwin' and sys_platform != 'linux'", + "(python_full_version >= '3.12' and python_full_version < '3.12.4' and platform_machine != 'aarch64' and platform_python_implementation != 'PyPy' and platform_system != 'Darwin' and sys_platform != 'darwin') or (python_full_version >= '3.12' and python_full_version < '3.12.4' and platform_python_implementation != 'PyPy' and platform_system != 'Darwin' and platform_system != 'Linux' and sys_platform != 'darwin' and sys_platform != 'linux')", + "python_full_version >= '3.12.4' and platform_python_implementation == 'PyPy' and platform_system == 'Darwin' and sys_platform == 'darwin'", + "python_full_version >= '3.12.4' and platform_machine == 'aarch64' and platform_python_implementation == 'PyPy' and platform_system == 'Linux' and sys_platform == 'darwin'", + "(python_full_version >= '3.12.4' and platform_machine != 'aarch64' and platform_python_implementation == 'PyPy' and platform_system != 'Darwin' and sys_platform == 'darwin') or (python_full_version >= '3.12.4' and platform_python_implementation == 'PyPy' and platform_system != 'Darwin' and platform_system != 'Linux' and sys_platform == 'darwin')", + "python_full_version >= '3.12.4' and platform_python_implementation != 'PyPy' and platform_system == 'Darwin' and sys_platform == 'darwin'", + "python_full_version >= '3.12.4' and platform_machine == 'aarch64' and platform_python_implementation != 'PyPy' and platform_system == 'Linux' and sys_platform == 'darwin'", + "(python_full_version >= '3.12.4' and platform_machine != 'aarch64' and platform_python_implementation != 'PyPy' and platform_system != 'Darwin' and sys_platform == 'darwin') or (python_full_version >= '3.12.4' and platform_python_implementation != 'PyPy' and platform_system != 'Darwin' and platform_system != 'Linux' and sys_platform == 'darwin')", + "python_full_version >= '3.12.4' and platform_machine == 'aarch64' and platform_python_implementation == 'PyPy' and platform_system == 'Darwin' and sys_platform == 'linux'", + "python_full_version >= '3.12.4' and platform_machine == 'aarch64' and platform_python_implementation == 'PyPy' and platform_system == 'Linux' and sys_platform == 'linux'", + "python_full_version >= '3.12.4' and platform_machine == 'aarch64' and platform_python_implementation == 'PyPy' and platform_system != 'Darwin' and platform_system != 'Linux' and sys_platform == 'linux'", + "python_full_version >= '3.12.4' and platform_machine == 'aarch64' and platform_python_implementation != 'PyPy' and platform_system == 'Darwin' and sys_platform == 'linux'", + "python_full_version >= '3.12.4' and platform_machine == 'aarch64' and platform_python_implementation != 'PyPy' and platform_system == 'Linux' and sys_platform == 'linux'", + "python_full_version >= '3.12.4' and platform_machine == 'aarch64' and platform_python_implementation != 'PyPy' and platform_system != 'Darwin' and platform_system != 'Linux' and sys_platform == 'linux'", + "(python_full_version >= '3.12.4' and platform_machine != 'aarch64' and platform_python_implementation == 'PyPy' and platform_system == 'Darwin' and sys_platform != 'darwin') or (python_full_version >= '3.12.4' and platform_python_implementation == 'PyPy' and platform_system == 'Darwin' and sys_platform != 'darwin' and sys_platform != 'linux')", + "python_full_version >= '3.12.4' and platform_machine == 'aarch64' and platform_python_implementation == 'PyPy' and platform_system == 'Linux' and 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