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@@ -7,16 +7,13 @@ from common.expired_dict import ExpiredDict |
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import openai |
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import time |
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if conf().get('expires_in_seconds'): |
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all_sessions = ExpiredDict(conf().get('expires_in_seconds')) |
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else: |
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all_sessions = dict() |
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# OpenAI对话模型API (可用) |
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class ChatGPTBot(Bot): |
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def __init__(self): |
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openai.api_key = conf().get('open_ai_api_key') |
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proxy = conf().get('proxy') |
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self.sessions=SessionManager() |
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if proxy: |
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openai.proxy = proxy |
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@@ -26,16 +23,16 @@ class ChatGPTBot(Bot): |
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logger.info("[OPEN_AI] query={}".format(query)) |
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session_id = context.get('session_id') or context.get('from_user_id') |
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if query == '#清除记忆': |
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Session.clear_session(session_id) |
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self.sessions.clear_session(session_id) |
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return '记忆已清除' |
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elif query == '#清除所有': |
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Session.clear_all_session() |
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self.sessions.clear_all_session() |
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return '所有人记忆已清除' |
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elif query == '#更新配置': |
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load_config() |
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return '配置已更新' |
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session = Session.build_session_query(query, session_id) |
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session = self.sessions.build_session_query(query, session_id) |
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logger.debug("[OPEN_AI] session query={}".format(session)) |
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# if context.get('stream'): |
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@@ -45,7 +42,7 @@ class ChatGPTBot(Bot): |
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reply_content = self.reply_text(session, session_id, 0) |
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logger.debug("[OPEN_AI] new_query={}, session_id={}, reply_cont={}".format(session, session_id, reply_content["content"])) |
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if reply_content["completion_tokens"] > 0: |
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Session.save_session(reply_content["content"], session_id, reply_content["total_tokens"]) |
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self.sessions.save_session(reply_content["content"], session_id, reply_content["total_tokens"]) |
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return reply_content["content"] |
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elif context.get('type', None) == 'IMAGE_CREATE': |
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@@ -94,7 +91,7 @@ class ChatGPTBot(Bot): |
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except Exception as e: |
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# unknown exception |
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logger.exception(e) |
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Session.clear_session(session_id) |
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self.sessions.clear_session(session_id) |
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return {"completion_tokens": 0, "content": "请再问我一次吧"} |
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def create_img(self, query, retry_count=0): |
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@@ -119,10 +116,11 @@ class ChatGPTBot(Bot): |
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except Exception as e: |
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logger.exception(e) |
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return None |
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class Session(object): |
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@staticmethod |
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def build_session_query(query, session_id): |
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class SessionManager(object): |
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def __init__(self): |
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self.sessions = {} |
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def build_session_query(self,query, session_id): |
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''' |
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build query with conversation history |
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e.g. [ |
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@@ -135,36 +133,33 @@ class Session(object): |
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:param session_id: session id |
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:return: query content with conversaction |
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''' |
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session = all_sessions.get(session_id, []) |
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session = self.sessions.get(session_id, []) |
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if len(session) == 0: |
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system_prompt = conf().get("character_desc", "") |
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system_item = {'role': 'system', 'content': system_prompt} |
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session.append(system_item) |
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all_sessions[session_id] = session |
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self.sessions[session_id] = session |
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user_item = {'role': 'user', 'content': query} |
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session.append(user_item) |
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return session |
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@staticmethod |
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def save_session(answer, session_id, total_tokens): |
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def save_session(self, answer, session_id, total_tokens): |
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max_tokens = conf().get("conversation_max_tokens") |
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if not max_tokens: |
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# default 3000 |
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max_tokens = 1000 |
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max_tokens=int(max_tokens) |
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session = all_sessions.get(session_id) |
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session = self.sessions.get(session_id) |
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if session: |
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# append conversation |
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gpt_item = {'role': 'assistant', 'content': answer} |
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session.append(gpt_item) |
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# discard exceed limit conversation |
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Session.discard_exceed_conversation(session, max_tokens, total_tokens) |
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self.discard_exceed_conversation(session, max_tokens, total_tokens) |
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@staticmethod |
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def discard_exceed_conversation(session, max_tokens, total_tokens): |
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def discard_exceed_conversation(self, session, max_tokens, total_tokens): |
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dec_tokens = int(total_tokens) |
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# logger.info("prompt tokens used={},max_tokens={}".format(used_tokens,max_tokens)) |
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while dec_tokens > max_tokens: |
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@@ -176,10 +171,8 @@ class Session(object): |
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break |
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dec_tokens = dec_tokens - max_tokens |
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@staticmethod |
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def clear_session(session_id): |
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all_sessions[session_id] = [] |
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def clear_session(self,session_id): |
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self.sessions[session_id] = [] |
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@staticmethod |
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def clear_all_session(): |
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all_sessions.clear() |
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def clear_all_session(self): |
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self.sessions.clear() |