"""Abstract backend interface and factory.""" from __future__ import annotations from abc import ABC, abstractmethod from typing import Any from mem0_cli.config import Mem0Config class Backend(ABC): """Abstract interface for mem0 backends.""" @abstractmethod def add( self, content: str | None = None, messages: list[dict] | None = None, *, user_id: str | None = None, agent_id: str | None = None, app_id: str | None = None, run_id: str | None = None, metadata: dict | None = None, immutable: bool = False, infer: bool = True, expires: str | None = None, categories: list[str] | None = None, enable_graph: bool = False, ) -> dict: ... @abstractmethod def search( self, query: str, *, user_id: str | None = None, agent_id: str | None = None, app_id: str | None = None, run_id: str | None = None, top_k: int = 10, threshold: float = 0.3, rerank: bool = False, keyword: bool = False, filters: dict | None = None, fields: list[str] | None = None, enable_graph: bool = False, ) -> list[dict]: ... @abstractmethod def get(self, memory_id: str) -> dict: ... @abstractmethod def list_memories( self, *, user_id: str | None = None, agent_id: str | None = None, app_id: str | None = None, run_id: str | None = None, page: int = 1, page_size: int = 100, category: str | None = None, after: str | None = None, before: str | None = None, enable_graph: bool = False, ) -> list[dict]: ... @abstractmethod def update( self, memory_id: str, content: str | None = None, metadata: dict | None = None ) -> dict: ... @abstractmethod def delete( self, memory_id: str | None = None, *, all: bool = False, user_id: str | None = None, agent_id: str | None = None, app_id: str | None = None, run_id: str | None = None, ) -> dict: ... @abstractmethod def delete_entities( self, *, user_id: str | None = None, agent_id: str | None = None, app_id: str | None = None, run_id: str | None = None, ) -> dict: ... @abstractmethod def status( self, *, user_id: str | None = None, agent_id: str | None = None, ) -> dict[str, Any]: ... @abstractmethod def entities(self, entity_type: str) -> list[dict]: ... @abstractmethod def list_events(self) -> list[dict]: ... @abstractmethod def get_event(self, event_id: str) -> dict: ... def get_backend(config: Mem0Config) -> Backend: """Return the Platform backend.""" from mem0_cli.backend.platform import PlatformBackend return PlatformBackend(config.platform)