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memory.py
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55 lines (42 loc) · 2.05 KB
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class ChatMemory:
def __init__(self, system_prompt="你是一個專業的助手,會用繁體中文回答問題。", max_len: int = 1000):
self.max_len = max_len
self.history = []
self.initialize(system_prompt)
def initialize(self, system_message: str):
self.history = [
{'role': 'system', 'content': system_message}
]
self.check_system_message_length(system_message)
def check_system_message_length(self, system_message: str):
if len(system_message) > self.max_len:
raise ValueError("The system prompt is too long. Please provide a shorter system prompt.")
def add_user_message(self, message: str):
self.history.append({'role': 'user', 'content': message})
self._trim_history()
def add_system_response(self, message: str):
self.history.append({'role': 'system', 'content': message})
self._trim_history()
def _trim_history(self):
if len(self.history) <= 3:
return
while self._get_total_length() > self.max_len:
self._remove_oldest_pair()
def _remove_oldest_pair(self):
for i in range(1, len(self.history) - 1):
if self.history[i]['role'] == 'user' and self.history[i + 1]['role'] == 'system':
del self.history[i:i + 2]
break
def _get_total_length(self):
return sum(len(msg["content"]) for msg in self.history)
def get_history(self):
return self.history
if __name__ == '__main__':
memory = ChatMemory(max_len=70)
memory.initialize("你是一個專業的助手")
memory.add_system_response("你好!我是 AI 助手,請問有什麼可以幫助你的?")
memory.add_user_message("請問今天的天氣如何?")
memory.add_system_response("今天的天氣很好,適合外出!")
memory.add_user_message("你喜歡下雨嗎?")
memory.add_system_response("我沒有感覺,但下雨對植物很重要!")
print(memory.get_history())