57 lines
2.2 KiB
Python
57 lines
2.2 KiB
Python
|
|
from app.core.logging_config import get_api_logger
|
|
from app.db import get_db
|
|
from app.repositories.memory_short_repository import LongTermMemoryRepository
|
|
from app.repositories.memory_short_repository import ShortTermMemoryRepository
|
|
|
|
|
|
api_logger = get_api_logger()
|
|
db=next(get_db())
|
|
class ShortService:
|
|
def __init__(self, end_user_id):
|
|
self.short_repo = ShortTermMemoryRepository(db)
|
|
self.end_user_id = end_user_id
|
|
|
|
def get_short_databasets(self):
|
|
short_memories = self.short_repo.get_latest_by_user_id(self.end_user_id, 3)
|
|
short_result = []
|
|
for memory in short_memories:
|
|
deep_expanded = {} # Create a new dictionary for each memory
|
|
messages = memory.messages
|
|
aimessages = memory.aimessages
|
|
retrieved_content = memory.retrieved_content or []
|
|
|
|
api_logger.debug(f"Retrieved content: {retrieved_content}")
|
|
|
|
retrieval_source = []
|
|
for item in retrieved_content:
|
|
if isinstance(item, dict):
|
|
for key, values in item.items():
|
|
retrieval_source.append({"query": key, "retrieval": values,"source":"上下文记忆"})
|
|
|
|
deep_expanded['retrieval'] = retrieval_source
|
|
deep_expanded['message'] = messages # 修正拼写错误
|
|
deep_expanded['answer'] = aimessages
|
|
short_result.append(deep_expanded)
|
|
return short_result
|
|
def get_short_count(self):
|
|
short_count = self.short_repo.count_by_user_id(self.end_user_id)
|
|
return short_count
|
|
|
|
class LongService:
|
|
def __init__(self, end_user_id):
|
|
self.long_repo = LongTermMemoryRepository(db)
|
|
self.end_user_id = end_user_id
|
|
def get_long_databasets(self):
|
|
# 获取长期记忆数据
|
|
long_memories = self.long_repo.get_by_user_id(self.end_user_id, 1)
|
|
|
|
long_result = []
|
|
for long_memory in long_memories:
|
|
if long_memory.retrieved_content:
|
|
for memory_item in long_memory.retrieved_content:
|
|
if isinstance(memory_item, dict):
|
|
for key, values in memory_item.items():
|
|
long_result.append({"query": key, "retrieval": values})
|
|
return long_result
|