From 5de600c68927e20c1b13fc8d99ec959bae131760 Mon Sep 17 00:00:00 2001 From: zwssunny Date: Sun, 5 Mar 2023 22:15:15 +0800 Subject: [PATCH] =?UTF-8?q?=E4=BF=AE=E6=AD=A3=E4=BC=9A=E8=AF=9Dtokens?= =?UTF-8?q?=E8=AE=A1=E7=AE=97?= MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit --- bot/chatgpt/chat_gpt_bot.py | 42 +++++++++++++++++++------------------ 1 file changed, 22 insertions(+), 20 deletions(-) diff --git a/bot/chatgpt/chat_gpt_bot.py b/bot/chatgpt/chat_gpt_bot.py index f9de246..9909f74 100644 --- a/bot/chatgpt/chat_gpt_bot.py +++ b/bot/chatgpt/chat_gpt_bot.py @@ -40,21 +40,21 @@ class ChatGPTBot(Bot): # return self.reply_text_stream(query, new_query, from_user_id) reply_content = self.reply_text(new_query, from_user_id, 0) - logger.debug("[OPEN_AI] new_query={}, user={}, reply_cont={}".format(new_query, from_user_id, reply_content)) - if reply_content: - Session.save_session(query, reply_content, from_user_id) - return reply_content[1] + logger.debug("[OPEN_AI] new_query={}, user={}, reply_cont={}".format(new_query, from_user_id, reply_content["content"])) + if reply_content["completion_tokens"] > 0: + Session.save_session(reply_content["content"], from_user_id, reply_content["total_tokens"]) + return reply_content["content"] elif context.get('type', None) == 'IMAGE_CREATE': return self.create_img(query, 0) - def reply_text(self, query, user_id, retry_count=0): + def reply_text(self, query, user_id, retry_count=0) ->dict: ''' call openai's ChatCompletion to get the answer :param query: query content :param user_id: from user id :param retry_count: retry count - :return: [0]-tokens used and [1]-answer + :return: {} ''' try: response = openai.ChatCompletion.create( @@ -68,8 +68,9 @@ class ChatGPTBot(Bot): ) # res_content = response.choices[0]['text'].strip().replace('<|endoftext|>', '') logger.info(response.choices[0]['message']['content']) - - return response["usage"]["prompt_tokens"],response.choices[0]['message']['content'] + return {"total_tokens": response["usage"]["total_tokens"], + "completion_tokens": response["usage"]["completion_tokens"], + "content": response.choices[0]['message']['content']} except openai.error.RateLimitError as e: # rate limit exception logger.warn(e) @@ -78,21 +79,21 @@ class ChatGPTBot(Bot): logger.warn("[OPEN_AI] RateLimit exceed, 第{}次重试".format(retry_count+1)) return self.reply_text(query, user_id, retry_count+1) else: - return 0,"提问太快啦,请休息一下再问我吧" + return {"completion_tokens": 0, "content": "提问太快啦,请休息一下再问我吧"} except openai.error.APIConnectionError as e: # api connection exception logger.warn(e) logger.warn("[OPEN_AI] APIConnection failed") - return 0,"我连接不到你的网络" + return {"completion_tokens": 0, "content":"我连接不到你的网络"} except openai.error.Timeout as e: logger.warn(e) logger.warn("[OPEN_AI] Timeout") - return 0,"我没有收到你的消息" + return {"completion_tokens": 0, "content":"我没有收到你的消息"} except Exception as e: # unknown exception logger.exception(e) Session.clear_session(user_id) - return 0,"请再问我一次吧" + return {"completion_tokens": 0, "content": "请再问我一次吧"} def create_img(self, query, retry_count=0): try: @@ -143,7 +144,7 @@ class Session(object): return session @staticmethod - def save_session(query, answer, user_id): + def save_session(answer, user_id, total_tokens): max_tokens = conf().get("conversation_max_tokens") if not max_tokens: # default 3000 @@ -153,22 +154,23 @@ class Session(object): session = user_session.get(user_id) if session: # append conversation - gpt_item = {'role': 'assistant', 'content': answer[1]} + gpt_item = {'role': 'assistant', 'content': answer} session.append(gpt_item) # discard exceed limit conversation - used_tokens=int(answer[0]) - # logger.info("prompt tokens used={},max_tokens={}".format(used_tokens,max_tokens)) + Session.discard_exceed_conversation(session, max_tokens, total_tokens) - while used_tokens > max_tokens: + @staticmethod + def discard_exceed_conversation(session, max_tokens, total_tokens): + dec_tokens=int(total_tokens) + # logger.info("prompt tokens used={},max_tokens={}".format(used_tokens,max_tokens)) + while dec_tokens > max_tokens: # pop first conversation if len(session) > 0: session.pop(0) else: break - - used_tokens=used_tokens-max_tokens - + dec_tokens=dec_tokens-max_tokens @staticmethod def clear_session(user_id):