# # Copyright 2025 The InfiniFlow Authors. All Rights Reserved. # # 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 typing import List from common.constants import MemoryType def format_ret_data_from_memory(memory): return { "id": memory.id, "name": memory.name, "avatar": memory.avatar, "tenant_id": memory.tenant_id, "owner_name": memory.owner_name if hasattr(memory, "owner_name") else None, "memory_type": get_memory_type_human(memory.memory_type), "storage_type": memory.storage_type, "embd_id": memory.embd_id, "llm_id": memory.llm_id, "permissions": memory.permissions, "description": memory.description, "memory_size": memory.memory_size, "forgetting_policy": memory.forgetting_policy, "temperature": memory.temperature, "system_prompt": memory.system_prompt, "user_prompt": memory.user_prompt, "create_time": memory.create_time, "create_date": memory.create_date, "update_time": memory.update_time, "update_date": memory.update_date } def get_memory_type_human(memory_type: int) -> List[str]: return [mem_type.name.lower() for mem_type in MemoryType if memory_type & mem_type.value] def calculate_memory_type(memory_type_name_list: List[str]) -> int: memory_type = 0 type_value_map = {mem_type.name.lower(): mem_type.value for mem_type in MemoryType} for mem_type in memory_type_name_list: if mem_type in type_value_map: memory_type |= type_value_map[mem_type] return memory_type