Files
ragflow/api/utils/memory_utils.py
Lynn a1164b9c89 Feat/memory (#11812)
### What problem does this PR solve?

Manage and display memory datasets.

### Type of change


- [x] New Feature (non-breaking change which adds functionality)
2025-12-10 13:34:08 +08:00

55 lines
2.1 KiB
Python

#
# 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