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memory_manager.py
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154 lines (140 loc) · 6.33 KB
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import datetime
import logging
logger = logging.getLogger(__name__)
class MemoryManager:
def __init__(self):
self.channel_memories = {}
self.channel_histories = {}
self.user_histories = {}
self.user_models = {}
self.user_model_histories = {}
self.models = []
self.api_client = None
def set_models(self, models):
self.models = models
logger.info(f"Set {len(models)} models")
def initialize_channel(self, channel_id):
channel_id = str(channel_id)
self.channel_memories.setdefault(channel_id, [])
self.channel_histories.setdefault(channel_id, [])
def initialize_user(self, guild_id, user_id):
guild_id = str(guild_id)
user_id = str(user_id)
self.user_histories.setdefault(guild_id, {}).setdefault(user_id, [])
self.user_models.setdefault(guild_id, {}).setdefault(user_id, None)
self.user_model_histories.setdefault(guild_id, {}).setdefault(user_id, {})
def add_memory(self, channel_id, memory):
channel_id = str(channel_id)
self.initialize_channel(channel_id)
memory = memory.strip()
if memory and memory not in self.channel_memories[channel_id]:
self.channel_memories[channel_id].append(memory)
if len(self.channel_memories[channel_id]) > 5:
self.channel_memories[channel_id] = self.channel_memories[channel_id][-5:]
def get_memories(self, channel_id):
channel_id = str(channel_id)
self.initialize_channel(channel_id)
return list(self.channel_memories[channel_id])
def get_user_model_history(self, guild_id, user_id, model_name):
guild_id = str(guild_id)
user_id = str(user_id)
model_name = str(model_name)
self.user_model_histories.setdefault(guild_id, {}).setdefault(user_id, {}).setdefault(model_name, [])
return self.user_model_histories[guild_id][user_id][model_name]
def add_user_message(self, channel_id, guild_id, user_id, message_content):
channel_id = str(channel_id)
guild_id = str(guild_id)
user_id = str(user_id)
self.initialize_channel(channel_id)
self.initialize_user(guild_id, user_id)
model = self.get_user_model(guild_id, user_id)
user_model_history = self.get_user_model_history(guild_id, user_id, model)
user_model_history.append({
"role": "user",
"content": message_content,
"timestamp": str(datetime.datetime.now()),
"status": "active"
})
if len(user_model_history) > 20:
user_model_history[:] = user_model_history[-20:]
self.channel_histories[channel_id].append({
"role": "user",
"content": message_content,
"user_id": user_id,
"timestamp": str(datetime.datetime.now()),
"status": "active"
})
if len(self.channel_histories[channel_id]) > 20:
self.channel_histories[channel_id] = self.channel_histories[channel_id][-20:]
self.user_histories[guild_id][user_id].append({
"role": "user",
"content": message_content,
"timestamp": str(datetime.datetime.now()),
"status": "active"
})
if len(self.user_histories[guild_id][user_id]) > 20:
self.user_histories[guild_id][user_id] = self.user_histories[guild_id][user_id][-20:]
def add_ai_message(self, channel_id, guild_id, user_id, message_content):
channel_id = str(channel_id)
guild_id = str(guild_id)
user_id = str(user_id)
self.initialize_channel(channel_id)
self.initialize_user(guild_id, user_id)
model = self.get_user_model(guild_id, user_id)
user_model_history = self.get_user_model_history(guild_id, user_id, model)
user_model_history.append({
"role": "ai",
"content": message_content,
"timestamp": str(datetime.datetime.now()),
"status": "active"
})
if len(user_model_history) > 20:
user_model_history[:] = user_model_history[-20:]
self.channel_histories[channel_id].append({
"role": "ai",
"content": message_content,
"user_id": user_id,
"timestamp": str(datetime.datetime.now()),
"status": "active"
})
if len(self.channel_histories[channel_id]) > 20:
self.channel_histories[channel_id] = self.channel_histories[channel_id][-20:]
self.user_histories[guild_id][user_id].append({
"role": "ai",
"content": message_content,
"timestamp": str(datetime.datetime.now()),
"status": "active"
})
if len(self.user_histories[guild_id][user_id]) > 20:
self.user_histories[guild_id][user_id] = self.user_histories[guild_id][user_id][-20:]
def get_user_history(self, guild_id, user_id):
guild_id = str(guild_id)
user_id = str(user_id)
self.initialize_user(guild_id, user_id)
return list(self.user_histories.get(guild_id, {}).get(user_id, []))
def get_channel_history(self, channel_id):
channel_id = str(channel_id)
self.initialize_channel(channel_id)
return [msg for msg in self.channel_histories[channel_id] if msg["status"] == "active"]
def set_user_model(self, guild_id, user_id, model_name):
guild_id = str(guild_id)
user_id = str(user_id)
self.initialize_user(guild_id, user_id)
model_name_lower = model_name.lower()
for m in self.models:
if m["name"].lower() == model_name_lower:
self.user_models[guild_id][user_id] = m["name"]
logger.info(f"Set model for user {user_id} in guild {guild_id} to {m['name']}")
return True
logger.warning(f"Model {model_name} not found for user {user_id} in guild {guild_id}")
return False
def get_user_model(self, guild_id, user_id):
guild_id = str(guild_id)
user_id = str(user_id)
self.initialize_user(guild_id, user_id)
model = self.user_models.get(guild_id, {}).get(user_id)
if model is None:
model = "unity"
self.user_models[guild_id][user_id] = model
logger.info(f"Assigned default model {model} for user {user_id} in guild {guild_id}")
return model