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Python: Added Copilot Studio Agent (#722)
* Small fix in dotnet conformance tests * Added CopilotStudioAgent implementation * Added examples * Updated package README * Small fixes * Small improvements * Fixed dotnet tests * Add unit tests * Updated tests * Small updates * Small test fixes * Revert "Small test fixes" This reverts commit983ac44a70. * Small fixes in documentation * Updated test configuration * Revert "Updated test configuration" This reverts commit2a16fea815. * Small fix * Reverted TODO item * Small suppressions * More fixes * Small fixes * Fixed tests * Removed disallow_any_unimported rule in all packages * Fixes
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@@ -6,6 +6,7 @@ from typing import Any, Final
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from agent_framework import ChatMessage, Context, ContextProvider, TextContent
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from agent_framework.exceptions import ServiceInitializationError
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from mem0 import AsyncMemoryClient
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from pydantic import PrivateAttr
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if sys.version_info >= (3, 11):
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@@ -18,6 +19,7 @@ DEFAULT_CONTEXT_PROMPT: Final[str] = "## Memories\nConsider the following memori
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class Mem0Provider(ContextProvider):
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mem0_client: AsyncMemoryClient
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api_key: str | None = None
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application_id: str | None = None
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agent_id: str | None = None
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@@ -25,8 +27,6 @@ class Mem0Provider(ContextProvider):
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user_id: str | None = None
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scope_to_per_operation_thread_id: bool = False
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context_prompt: str = DEFAULT_CONTEXT_PROMPT
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# Use Any to avoid forward reference issues with AsyncMemoryClient
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mem0_client: Any = None
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_should_close_client: bool = PrivateAttr(default=False) # Track whether we should close client connection
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@@ -39,7 +39,7 @@ class Mem0Provider(ContextProvider):
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user_id: str | None = None,
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scope_to_per_operation_thread_id: bool = False,
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context_prompt: str = DEFAULT_CONTEXT_PROMPT,
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mem0_client: Any = None,
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mem0_client: AsyncMemoryClient | None = None,
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) -> None:
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"""Initializes a new instance of the Mem0Provider class.
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@@ -56,8 +56,6 @@ class Mem0Provider(ContextProvider):
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"""
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should_close_client = False
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if mem0_client is None:
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from mem0 import AsyncMemoryClient
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mem0_client = AsyncMemoryClient(api_key=api_key)
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should_close_client = True
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@@ -84,7 +82,7 @@ class Mem0Provider(ContextProvider):
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async def __aexit__(self, exc_type: type[BaseException] | None, exc_val: BaseException | None, exc_tb: Any) -> None:
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"""Async context manager exit."""
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if self._should_close_client and self.mem0_client:
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await self.mem0_client.__aexit__(exc_type, exc_val, exc_tb)
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await self.mem0_client.__aexit__(exc_type, exc_val, exc_tb) # type: ignore
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async def thread_created(self, thread_id: str | None = None) -> None:
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"""Called when a new thread is created.
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@@ -72,7 +72,6 @@ show_error_codes = true
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warn_unused_ignores = false
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disallow_incomplete_defs = true
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disallow_untyped_decorators = true
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disallow_any_unimported = true
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[tool.bandit]
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targets = ["agent_framework_mem0"]
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@@ -9,7 +9,7 @@ from agent_framework.exceptions import ServiceInitializationError
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from agent_framework.mem0 import Mem0Provider
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def test_mem0_provider_import():
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def test_mem0_provider_import() -> None:
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"""Test that Mem0Provider can be imported."""
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assert Mem0Provider is not None
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@@ -17,7 +17,9 @@ def test_mem0_provider_import():
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@pytest.fixture
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def mock_mem0_client() -> AsyncMock:
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"""Create a mock Mem0 AsyncMemoryClient."""
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mock_client = AsyncMock()
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from mem0 import AsyncMemoryClient
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mock_client = AsyncMock(spec=AsyncMemoryClient)
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mock_client.add = AsyncMock()
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mock_client.search = AsyncMock()
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mock_client.__aenter__ = AsyncMock(return_value=mock_client)
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@@ -40,7 +42,7 @@ def sample_messages() -> list[ChatMessage]:
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class TestMem0ProviderInitialization:
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"""Test initialization and configuration of Mem0Provider."""
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def test_init_with_all_ids(self, mock_mem0_client: AsyncMock):
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def test_init_with_all_ids(self, mock_mem0_client: AsyncMock) -> None:
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"""Test initialization with all IDs provided."""
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provider = Mem0Provider(
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user_id="user123",
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@@ -54,7 +56,7 @@ class TestMem0ProviderInitialization:
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assert provider.application_id == "app123"
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assert provider.thread_id == "thread123"
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def test_init_without_filters_succeeds(self, mock_mem0_client: AsyncMock):
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def test_init_without_filters_succeeds(self, mock_mem0_client: AsyncMock) -> None:
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"""Test that initialization succeeds even without filters (validation happens during invocation)."""
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provider = Mem0Provider(mem0_client=mock_mem0_client)
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assert provider.user_id is None
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@@ -62,13 +64,13 @@ class TestMem0ProviderInitialization:
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assert provider.application_id is None
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assert provider.thread_id is None
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def test_init_with_custom_context_prompt(self, mock_mem0_client: AsyncMock):
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def test_init_with_custom_context_prompt(self, mock_mem0_client: AsyncMock) -> None:
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"""Test initialization with custom context prompt."""
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custom_prompt = "## Custom Memories\nConsider these memories:"
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provider = Mem0Provider(user_id="user123", context_prompt=custom_prompt, mem0_client=mock_mem0_client)
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assert provider.context_prompt == custom_prompt
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def test_init_with_scope_to_per_operation_thread_id(self, mock_mem0_client: AsyncMock):
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def test_init_with_scope_to_per_operation_thread_id(self, mock_mem0_client: AsyncMock) -> None:
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"""Test initialization with scope_to_per_operation_thread_id enabled."""
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provider = Mem0Provider(
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user_id="user123",
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@@ -77,10 +79,12 @@ class TestMem0ProviderInitialization:
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)
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assert provider.scope_to_per_operation_thread_id is True
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@patch("mem0.AsyncMemoryClient")
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def test_init_creates_default_client_when_none_provided(self, mock_memory_client_class: AsyncMock):
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@patch("agent_framework_mem0._provider.AsyncMemoryClient")
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def test_init_creates_default_client_when_none_provided(self, mock_memory_client_class: AsyncMock) -> None:
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"""Test that a default client is created when none is provided."""
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mock_client = AsyncMock()
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from mem0 import AsyncMemoryClient
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mock_client = AsyncMock(spec=AsyncMemoryClient)
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mock_memory_client_class.return_value = mock_client
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provider = Mem0Provider(user_id="user123", api_key="test_api_key")
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@@ -89,7 +93,7 @@ class TestMem0ProviderInitialization:
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assert provider.mem0_client == mock_client
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assert provider._should_close_client is True
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def test_init_with_provided_client_should_not_close(self, mock_mem0_client: AsyncMock):
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def test_init_with_provided_client_should_not_close(self, mock_mem0_client: AsyncMock) -> None:
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"""Test that provided client should not be closed by provider."""
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provider = Mem0Provider(user_id="user123", mem0_client=mock_mem0_client)
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assert provider._should_close_client is False
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@@ -98,21 +102,23 @@ class TestMem0ProviderInitialization:
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class TestMem0ProviderAsyncContextManager:
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"""Test async context manager behavior."""
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async def test_async_context_manager_entry(self, mock_mem0_client: AsyncMock):
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async def test_async_context_manager_entry(self, mock_mem0_client: AsyncMock) -> None:
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"""Test async context manager entry returns self."""
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provider = Mem0Provider(user_id="user123", mem0_client=mock_mem0_client)
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async with provider as ctx:
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assert ctx is provider
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async def test_async_context_manager_exit_closes_client_when_should_close(self):
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async def test_async_context_manager_exit_closes_client_when_should_close(self) -> None:
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"""Test that async context manager closes client when it should."""
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mock_client = AsyncMock()
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from mem0 import AsyncMemoryClient
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mock_client = AsyncMock(spec=AsyncMemoryClient)
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mock_client.__aenter__ = AsyncMock(return_value=mock_client)
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mock_client.__aexit__ = AsyncMock()
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mock_client.async_client = AsyncMock()
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mock_client.async_client.aclose = AsyncMock()
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with patch("mem0.AsyncMemoryClient", return_value=mock_client):
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with patch("agent_framework_mem0._provider.AsyncMemoryClient", return_value=mock_client):
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provider = Mem0Provider(user_id="user123", api_key="test_key")
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assert provider._should_close_client is True
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@@ -121,7 +127,7 @@ class TestMem0ProviderAsyncContextManager:
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mock_client.__aexit__.assert_called_once()
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async def test_async_context_manager_exit_does_not_close_provided_client(self, mock_mem0_client: AsyncMock):
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async def test_async_context_manager_exit_does_not_close_provided_client(self, mock_mem0_client: AsyncMock) -> None:
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"""Test that async context manager does not close provided client."""
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provider = Mem0Provider(user_id="user123", mem0_client=mock_mem0_client)
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assert provider._should_close_client is False
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@@ -135,7 +141,7 @@ class TestMem0ProviderAsyncContextManager:
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class TestMem0ProviderThreadMethods:
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"""Test thread lifecycle methods."""
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async def test_thread_created_sets_per_operation_thread_id(self, mock_mem0_client: AsyncMock):
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async def test_thread_created_sets_per_operation_thread_id(self, mock_mem0_client: AsyncMock) -> None:
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"""Test that thread_created sets per-operation thread ID."""
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provider = Mem0Provider(user_id="user123", mem0_client=mock_mem0_client)
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@@ -143,7 +149,7 @@ class TestMem0ProviderThreadMethods:
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assert provider._per_operation_thread_id == "thread123"
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async def test_thread_created_with_existing_thread_id(self, mock_mem0_client: AsyncMock):
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async def test_thread_created_with_existing_thread_id(self, mock_mem0_client: AsyncMock) -> None:
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"""Test thread_created when thread ID already exists."""
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provider = Mem0Provider(user_id="user123", mem0_client=mock_mem0_client)
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provider._per_operation_thread_id = "existing_thread"
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@@ -153,7 +159,7 @@ class TestMem0ProviderThreadMethods:
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# Should not overwrite existing thread ID
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assert provider._per_operation_thread_id == "existing_thread"
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async def test_thread_created_validation_with_scope_enabled(self, mock_mem0_client: AsyncMock):
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async def test_thread_created_validation_with_scope_enabled(self, mock_mem0_client: AsyncMock) -> None:
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"""Test thread_created validation when scope_to_per_operation_thread_id is enabled."""
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provider = Mem0Provider(
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user_id="user123",
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@@ -169,7 +175,7 @@ class TestMem0ProviderThreadMethods:
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async def test_messages_adding_sets_per_operation_thread_id(
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self, mock_mem0_client: AsyncMock, sample_messages: list[ChatMessage]
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):
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) -> None:
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"""Test that messages_adding sets per-operation thread ID."""
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provider = Mem0Provider(user_id="user123", mem0_client=mock_mem0_client)
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@@ -181,7 +187,7 @@ class TestMem0ProviderThreadMethods:
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class TestMem0ProviderMessagesAdding:
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"""Test messages_adding method."""
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async def test_messages_adding_fails_without_filters(self, mock_mem0_client: AsyncMock):
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async def test_messages_adding_fails_without_filters(self, mock_mem0_client: AsyncMock) -> None:
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"""Test that messages_adding fails when no filters are provided."""
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provider = Mem0Provider(mem0_client=mock_mem0_client)
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message = ChatMessage(role=Role.USER, text="Hello!")
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@@ -191,7 +197,7 @@ class TestMem0ProviderMessagesAdding:
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assert "At least one of the filters" in str(exc_info.value)
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async def test_messages_adding_single_message(self, mock_mem0_client: AsyncMock):
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async def test_messages_adding_single_message(self, mock_mem0_client: AsyncMock) -> None:
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"""Test adding a single message."""
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provider = Mem0Provider(user_id="user123", mem0_client=mock_mem0_client)
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message = ChatMessage(role=Role.USER, text="Hello!")
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@@ -205,7 +211,7 @@ class TestMem0ProviderMessagesAdding:
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async def test_messages_adding_multiple_messages(
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self, mock_mem0_client: AsyncMock, sample_messages: list[ChatMessage]
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):
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) -> None:
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"""Test adding multiple messages."""
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provider = Mem0Provider(user_id="user123", mem0_client=mock_mem0_client)
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@@ -220,7 +226,9 @@ class TestMem0ProviderMessagesAdding:
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]
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assert call_args.kwargs["messages"] == expected_messages
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async def test_messages_adding_with_agent_id(self, mock_mem0_client: AsyncMock, sample_messages: list[ChatMessage]):
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async def test_messages_adding_with_agent_id(
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self, mock_mem0_client: AsyncMock, sample_messages: list[ChatMessage]
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) -> None:
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"""Test adding messages with agent_id."""
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provider = Mem0Provider(agent_id="agent123", mem0_client=mock_mem0_client)
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@@ -232,7 +240,7 @@ class TestMem0ProviderMessagesAdding:
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async def test_messages_adding_with_application_id(
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self, mock_mem0_client: AsyncMock, sample_messages: list[ChatMessage]
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):
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) -> None:
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"""Test adding messages with application_id in metadata."""
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provider = Mem0Provider(user_id="user123", application_id="app123", mem0_client=mock_mem0_client)
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@@ -243,7 +251,7 @@ class TestMem0ProviderMessagesAdding:
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async def test_messages_adding_with_scope_to_per_operation_thread_id(
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self, mock_mem0_client: AsyncMock, sample_messages: list[ChatMessage]
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):
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) -> None:
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"""Test adding messages with scope_to_per_operation_thread_id enabled."""
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provider = Mem0Provider(
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user_id="user123",
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@@ -260,7 +268,7 @@ class TestMem0ProviderMessagesAdding:
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async def test_messages_adding_without_scope_uses_base_thread_id(
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self, mock_mem0_client: AsyncMock, sample_messages: list[ChatMessage]
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):
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) -> None:
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"""Test adding messages without scope uses base thread_id."""
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provider = Mem0Provider(
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user_id="user123",
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@@ -274,7 +282,7 @@ class TestMem0ProviderMessagesAdding:
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call_args = mock_mem0_client.add.call_args
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assert call_args.kwargs["run_id"] == "base_thread"
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async def test_messages_adding_filters_empty_messages(self, mock_mem0_client: AsyncMock):
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async def test_messages_adding_filters_empty_messages(self, mock_mem0_client: AsyncMock) -> None:
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"""Test that empty or invalid messages are filtered out."""
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provider = Mem0Provider(user_id="user123", mem0_client=mock_mem0_client)
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messages = [
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@@ -289,7 +297,7 @@ class TestMem0ProviderMessagesAdding:
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# Should only include the valid message
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assert call_args.kwargs["messages"] == [{"role": "user", "content": "Valid message"}]
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async def test_messages_adding_skips_when_no_valid_messages(self, mock_mem0_client: AsyncMock):
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async def test_messages_adding_skips_when_no_valid_messages(self, mock_mem0_client: AsyncMock) -> None:
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"""Test that mem0 client is not called when no valid messages exist."""
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provider = Mem0Provider(user_id="user123", mem0_client=mock_mem0_client)
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messages = [
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@@ -305,7 +313,7 @@ class TestMem0ProviderMessagesAdding:
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class TestMem0ProviderModelInvoking:
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"""Test model_invoking method."""
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async def test_model_invoking_fails_without_filters(self, mock_mem0_client: AsyncMock):
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async def test_model_invoking_fails_without_filters(self, mock_mem0_client: AsyncMock) -> None:
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"""Test that model_invoking fails when no filters are provided."""
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provider = Mem0Provider(mem0_client=mock_mem0_client)
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message = ChatMessage(role=Role.USER, text="What's the weather?")
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@@ -315,7 +323,7 @@ class TestMem0ProviderModelInvoking:
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assert "At least one of the filters" in str(exc_info.value)
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async def test_model_invoking_single_message(self, mock_mem0_client: AsyncMock):
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async def test_model_invoking_single_message(self, mock_mem0_client: AsyncMock) -> None:
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"""Test model_invoking with a single message."""
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provider = Mem0Provider(user_id="user123", mem0_client=mock_mem0_client)
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message = ChatMessage(role=Role.USER, text="What's the weather?")
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@@ -345,7 +353,7 @@ class TestMem0ProviderModelInvoking:
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async def test_model_invoking_multiple_messages(
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self, mock_mem0_client: AsyncMock, sample_messages: list[ChatMessage]
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):
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) -> None:
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"""Test model_invoking with multiple messages."""
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provider = Mem0Provider(user_id="user123", mem0_client=mock_mem0_client)
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@@ -357,7 +365,7 @@ class TestMem0ProviderModelInvoking:
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expected_query = "Hello, how are you?\nI'm doing well, thank you!\nYou are a helpful assistant"
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assert call_args.kwargs["query"] == expected_query
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async def test_model_invoking_with_agent_id(self, mock_mem0_client: AsyncMock):
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async def test_model_invoking_with_agent_id(self, mock_mem0_client: AsyncMock) -> None:
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"""Test model_invoking with agent_id."""
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provider = Mem0Provider(agent_id="agent123", mem0_client=mock_mem0_client)
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message = ChatMessage(role=Role.USER, text="Hello")
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@@ -370,7 +378,7 @@ class TestMem0ProviderModelInvoking:
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assert call_args.kwargs["agent_id"] == "agent123"
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assert call_args.kwargs["user_id"] is None
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async def test_model_invoking_with_scope_to_per_operation_thread_id(self, mock_mem0_client: AsyncMock):
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async def test_model_invoking_with_scope_to_per_operation_thread_id(self, mock_mem0_client: AsyncMock) -> None:
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"""Test model_invoking with scope_to_per_operation_thread_id enabled."""
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provider = Mem0Provider(
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user_id="user123",
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@@ -388,7 +396,7 @@ class TestMem0ProviderModelInvoking:
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call_args = mock_mem0_client.search.call_args
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assert call_args.kwargs["run_id"] == "operation_thread"
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async def test_model_invoking_no_memories_returns_none_instructions(self, mock_mem0_client: AsyncMock):
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async def test_model_invoking_no_memories_returns_none_instructions(self, mock_mem0_client: AsyncMock) -> None:
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"""Test that no memories returns context with None instructions."""
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provider = Mem0Provider(user_id="user123", mem0_client=mock_mem0_client)
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message = ChatMessage(role=Role.USER, text="Hello")
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@@ -400,7 +408,7 @@ class TestMem0ProviderModelInvoking:
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assert isinstance(context, Context)
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assert not context.contents
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async def test_model_invoking_filters_empty_message_text(self, mock_mem0_client: AsyncMock):
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async def test_model_invoking_filters_empty_message_text(self, mock_mem0_client: AsyncMock) -> None:
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"""Test that empty message text is filtered out from query."""
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provider = Mem0Provider(user_id="user123", mem0_client=mock_mem0_client)
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messages = [
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@@ -416,7 +424,7 @@ class TestMem0ProviderModelInvoking:
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call_args = mock_mem0_client.search.call_args
|
||||
assert call_args.kwargs["query"] == "Valid message"
|
||||
|
||||
async def test_model_invoking_custom_context_prompt(self, mock_mem0_client: AsyncMock):
|
||||
async def test_model_invoking_custom_context_prompt(self, mock_mem0_client: AsyncMock) -> None:
|
||||
"""Test model_invoking with custom context prompt."""
|
||||
custom_prompt = "## Custom Context\nRemember these details:"
|
||||
provider = Mem0Provider(
|
||||
@@ -439,7 +447,7 @@ class TestMem0ProviderModelInvoking:
|
||||
class TestMem0ProviderValidation:
|
||||
"""Test validation methods."""
|
||||
|
||||
def test_validate_per_operation_thread_id_success(self, mock_mem0_client: AsyncMock):
|
||||
def test_validate_per_operation_thread_id_success(self, mock_mem0_client: AsyncMock) -> None:
|
||||
"""Test successful validation of per-operation thread ID."""
|
||||
provider = Mem0Provider(
|
||||
user_id="user123",
|
||||
@@ -454,7 +462,7 @@ class TestMem0ProviderValidation:
|
||||
# Should not raise exception for None
|
||||
provider._validate_per_operation_thread_id(None)
|
||||
|
||||
def test_validate_per_operation_thread_id_failure(self, mock_mem0_client: AsyncMock):
|
||||
def test_validate_per_operation_thread_id_failure(self, mock_mem0_client: AsyncMock) -> None:
|
||||
"""Test validation failure for conflicting thread IDs."""
|
||||
provider = Mem0Provider(
|
||||
user_id="user123",
|
||||
@@ -468,7 +476,7 @@ class TestMem0ProviderValidation:
|
||||
|
||||
assert "can only be used with one thread at a time" in str(exc_info.value)
|
||||
|
||||
def test_validate_per_operation_thread_id_disabled_scope(self, mock_mem0_client: AsyncMock):
|
||||
def test_validate_per_operation_thread_id_disabled_scope(self, mock_mem0_client: AsyncMock) -> None:
|
||||
"""Test that validation is skipped when scope is disabled."""
|
||||
provider = Mem0Provider(
|
||||
user_id="user123",
|
||||
|
||||
Reference in New Issue
Block a user