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AstrBot/cores/openai/core.py
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O2022 37e9373561 Update core.py
添加画图功能,需调用OpenAI api启用
2023-03-29 16:17:11 +08:00

192 lines
7.7 KiB
Python

import openai
import yaml
from util.errors.errors import PromptExceededError
import json
import time
import os
import sys
inst = None
# 适配pyinstaller
abs_path = os.path.dirname(os.path.realpath(sys.argv[0])) + '/'
key_record_path = abs_path+'chatgpt_key_record'
class ChatGPT:
def __init__(self, cfg):
self.key_list = []
if 'api_base' in cfg and cfg['api_base'] != 'none' and cfg['api_base'] != '':
openai.api_base = cfg['api_base']
if cfg['key'] != '' and cfg['key'] != None:
print("[System] 读取ChatGPT Key成功")
self.key_list = cfg['key']
# openai.api_key = cfg['key']
else:
input("[System] 请先去完善ChatGPT的Key。详情请前往https://beta.openai.com/account/api-keys")
# init key record
self.init_key_record()
chatGPT_configs = cfg['chatGPTConfigs']
print(f'[System] 加载ChatGPTConfigs: {chatGPT_configs}')
self.chatGPT_configs = chatGPT_configs
self.openai_configs = cfg
def chat(self, req, image_mode = False, img_num = 1, img_size = "1024x1024"):
# ChatGPT API 2023/3/2
# messages = [{"role": "user", "content": prompt}]
if not image_mode:
try:
response = openai.ChatCompletion.create(
messages=req,
**self.chatGPT_configs
)
except Exception as e:
print(e)
if 'You exceeded' in str(e) or 'Billing hard limit has been reached' in str(e) or 'No API key provided' in str(e) or 'Incorrect API key provided' in str(e):
print("[System] 当前Key已超额或者不正常,正在切换")
self.key_stat[openai.api_key]['exceed'] = True
self.save_key_record()
response, is_switched = self.handle_switch_key(req)
if not is_switched:
# 所有Key都超额或不正常
raise e
else:
response = openai.ChatCompletion.create(
messages=req,
**self.chatGPT_configs
)
self.key_stat[openai.api_key]['used'] += response['usage']['total_tokens']
self.save_key_record()
print("[ChatGPT] "+str(response["choices"][0]["message"]["content"]))
return str(response["choices"][0]["message"]["content"]).strip(), response['usage']['total_tokens']
else:
try:
# print("test1")
response = openai.Image.create(
prompt=req[0]['content'],
n=img_num,
size=img_size
)
# print("test2")
image_url = []
for i in range(img_num):
image_url.append(response['data'][i]['url'])
print(image_url)
except Exception as e:
print(e)
if 'You exceeded' in str(e) or 'Billing hard limit has been reached' in str(
e) or 'No API key provided' in str(e) or 'Incorrect API key provided' in str(e):
print("[System] 当前Key已超额或者不正常,正在切换")
self.key_stat[openai.api_key]['exceed'] = True
self.save_key_record()
response, is_switched = self.handle_switch_key(req)
if not is_switched:
# 所有Key都超额或不正常
raise e
else:
response = openai.Image.create(
prompt=req[0]['content'],
n=img_num,
size=img_size
)
image_url = []
for i in range(img_num):
image_url.append(response['data'][i]['url'])
return image_url
def handle_switch_key(self, req):
# messages = [{"role": "user", "content": prompt}]
while True:
is_all_exceed = True
for key in self.key_stat:
if not self.key_stat[key]['exceed']:
is_all_exceed = False
openai.api_key = key
print(f"[System] 切换到Key: {key}, 已使用token: {self.key_stat[key]['used']}")
if len(req) > 0:
try:
response = openai.ChatCompletion.create(
messages=req,
**self.chatGPT_configs
)
return response, True
except Exception as e:
print(e)
if 'You exceeded' in str(e):
print("[System] 当前Key已超额,正在切换")
self.key_stat[openai.api_key]['exceed'] = True
self.save_key_record()
time.sleep(1)
continue
else:
return True
if is_all_exceed:
print("[System] 所有Key已超额")
return None, False
def getConfigs(self):
return self.openai_configs
def save_key_record(self):
with open(key_record_path, 'w', encoding='utf-8') as f:
json.dump(self.key_stat, f)
def get_key_stat(self):
return self.key_stat
def get_key_list(self):
return self.key_list
# 添加key
def append_key(self, key, sponsor):
self.key_list.append(key)
self.key_stat[key] = {'exceed': False, 'used': 0, 'sponsor': sponsor}
self.save_key_record()
self.init_key_record()
# 检查key是否可用
def check_key(self, key):
pre_key = openai.api_key
openai.api_key = key
messages = [{"role": "user", "content": "1"}]
try:
response = openai.ChatCompletion.create(
messages=messages,
**self.chatGPT_configs
)
openai.api_key = pre_key
return True
except Exception as e:
pass
openai.api_key = pre_key
return False
#将key_list的key转储到key_record中,并记录相关数据
def init_key_record(self):
if not os.path.exists(key_record_path):
with open(key_record_path, 'w', encoding='utf-8') as f:
json.dump({}, f)
with open(key_record_path, 'r', encoding='utf-8') as keyfile:
try:
self.key_stat = json.load(keyfile)
except Exception as e:
print(e)
self.key_stat = {}
finally:
for key in self.key_list:
if key not in self.key_stat:
self.key_stat[key] = {'exceed': False, 'used': 0}
# if openai.api_key is None:
# openai.api_key = key
else:
# if self.key_stat[key]['exceed']:
# print(f"Key: {key} 已超额")
# continue
# else:
# if openai.api_key is None:
# openai.api_key = key
# print(f"使用Key: {key}, 已使用token: {self.key_stat[key]['used']}")
pass
if openai.api_key == None:
self.handle_switch_key("")
self.save_key_record()