223 行
7.3 KiB
Python
223 行
7.3 KiB
Python
import os
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import pickle
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from json import loads
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from re import findall
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from time import time, sleep
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from typing import Generator, Optional
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from uuid import uuid4
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from fake_useragent import UserAgent
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from pymailtm import MailTm, Message
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from requests import post
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from tls_client import Session
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from .typing import ForeFrontResponse
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class Account:
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COOKIES_FILE_NAME = 'cookies.pickle'
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@staticmethod
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def login(proxy: Optional[str] = None, logging: bool = False) -> str:
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if not os.path.isfile(Account.COOKIES_FILE_NAME):
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return Account.create(proxy, logging)
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with open(Account.COOKIES_FILE_NAME, 'rb') as f:
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cookies = pickle.load(f)
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proxies = {'http': 'http://' + proxy, 'https': 'http://' + proxy} if proxy else False
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client = Session(client_identifier='chrome110')
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client.proxies = proxies
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client.cookies.update(cookies)
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if Account.is_cookie_enabled(client):
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response = client.get('https://clerk.forefront.ai/v1/client?_clerk_js_version=4.38.4')
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return response.json()['response']['sessions'][0]['last_active_token']['jwt']
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else:
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return Account.create(proxy, logging)
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@staticmethod
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def create(proxy: Optional[str] = None, logging: bool = False, save_cookies: bool = False) -> str:
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proxies = {'http': 'http://' + proxy, 'https': 'http://' + proxy} if proxy else False
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start = time()
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mail_client = MailTm().get_account()
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mail_address = mail_client.address
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client = Session(client_identifier='chrome110')
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client.proxies = proxies
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client.headers = {
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'origin': 'https://accounts.forefront.ai',
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'user-agent': UserAgent().random,
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}
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response = client.post(
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'https://clerk.forefront.ai/v1/client/sign_ups?_clerk_js_version=4.38.4',
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data={'email_address': mail_address},
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)
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try:
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trace_token = response.json()['response']['id']
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if logging:
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print(trace_token)
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except KeyError:
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return 'Failed to create account!'
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response = client.post(
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f'https://clerk.forefront.ai/v1/client/sign_ups/{trace_token}/prepare_verification?_clerk_js_version=4.38.4',
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data={'strategy': 'email_link', 'redirect_url': 'https://accounts.forefront.ai/sign-up/verify'},
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)
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if logging:
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print(response.text)
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if 'sign_up_attempt' not in response.text:
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return 'Failed to create account!'
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while True:
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sleep(1)
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new_message: Message = mail_client.wait_for_message()
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if logging:
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print(new_message.data['id'])
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verification_url = findall(r'https:\/\/clerk\.forefront\.ai\/v1\/verify\?token=\w.+', new_message.text)[0]
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if verification_url:
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break
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if logging:
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print(verification_url)
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response = client.get(verification_url)
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response = client.get('https://clerk.forefront.ai/v1/client?_clerk_js_version=4.38.4')
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token = response.json()['response']['sessions'][0]['last_active_token']['jwt']
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if save_cookies:
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with open(Account.COOKIES_FILE_NAME, 'wb') as f:
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pickle.dump(client.cookies, f)
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with open('accounts.txt', 'a') as f:
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f.write(f'{mail_address}:{token}\n')
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if logging:
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print(time() - start)
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return token
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@staticmethod
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def is_cookie_enabled(client: Session) -> bool:
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response = client.get('https://chat.forefront.ai/')
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return 'window.startClerk' in response.text
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class StreamingCompletion:
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@staticmethod
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def create(
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token=None,
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chat_id=None,
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prompt='',
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action_type='new',
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default_persona='607e41fe-95be-497e-8e97-010a59b2e2c0', # default
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model='gpt-4',
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proxy=None,
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) -> Generator[ForeFrontResponse, None, None]:
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if not token:
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raise Exception('Token is required!')
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if not chat_id:
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chat_id = str(uuid4())
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proxies = {'http': 'http://' + proxy, 'https': 'http://' + proxy} if proxy else None
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headers = {
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'authority': 'chat-server.tenant-forefront-default.knative.chi.coreweave.com',
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'accept': '*/*',
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'accept-language': 'en,fr-FR;q=0.9,fr;q=0.8,es-ES;q=0.7,es;q=0.6,en-US;q=0.5,am;q=0.4,de;q=0.3',
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'authorization': 'Bearer ' + token,
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'cache-control': 'no-cache',
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'content-type': 'application/json',
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'origin': 'https://chat.forefront.ai',
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'pragma': 'no-cache',
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'referer': 'https://chat.forefront.ai/',
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'sec-ch-ua': '"Chromium";v="112", "Google Chrome";v="112", "Not:A-Brand";v="99"',
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'sec-ch-ua-mobile': '?0',
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'sec-ch-ua-platform': '"macOS"',
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'sec-fetch-dest': 'empty',
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'sec-fetch-mode': 'cors',
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'sec-fetch-site': 'cross-site',
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'user-agent': UserAgent().random,
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}
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json_data = {
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'text': prompt,
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'action': action_type,
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'parentId': chat_id,
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'workspaceId': chat_id,
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'messagePersona': default_persona,
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'model': model,
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}
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for chunk in post(
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'https://chat-server.tenant-forefront-default.knative.chi.coreweave.com/chat',
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headers=headers,
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proxies=proxies,
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json=json_data,
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stream=True,
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).iter_lines():
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if b'finish_reason":null' in chunk:
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data = loads(chunk.decode('utf-8').split('data: ')[1])
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token = data['choices'][0]['delta'].get('content')
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if token is not None:
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yield ForeFrontResponse(
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**{
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'id': chat_id,
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'object': 'text_completion',
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'created': int(time()),
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'text': token,
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'model': model,
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'choices': [{'text': token, 'index': 0, 'logprobs': None, 'finish_reason': 'stop'}],
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'usage': {
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'prompt_tokens': len(prompt),
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'completion_tokens': len(token),
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'total_tokens': len(prompt) + len(token),
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},
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}
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)
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class Completion:
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@staticmethod
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def create(
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token=None,
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chat_id=None,
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prompt='',
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action_type='new',
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default_persona='607e41fe-95be-497e-8e97-010a59b2e2c0', # default
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model='gpt-4',
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proxy=None,
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) -> ForeFrontResponse:
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text = ''
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final_response = None
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for response in StreamingCompletion.create(
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token=token,
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chat_id=chat_id,
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prompt=prompt,
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action_type=action_type,
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default_persona=default_persona,
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model=model,
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proxy=proxy,
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):
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if response:
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final_response = response
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text += response.text
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if final_response:
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final_response.text = text
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else:
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raise Exception('Unable to get the response, Please try again')
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return final_response
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