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authornoptuno <repollo.marrero@gmail.com>2023-04-28 02:40:47 +0200
committernoptuno <repollo.marrero@gmail.com>2023-04-28 02:40:47 +0200
commit6f6a73987201c9c303047c61389b82ad98b15597 (patch)
treebf67eb590d49979d6740bc1e94b4018df48bce98 /openai_rev/forefront/__init__.py
parentResolved merge conflicts and merged pr_218 into STREAMLIT_CHAT_IMPLEMENTATION (diff)
parentMerging PR_218 openai_rev package with new streamlit chat app (diff)
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Diffstat (limited to 'openai_rev/forefront/__init__.py')
-rw-r--r--openai_rev/forefront/__init__.py189
1 files changed, 189 insertions, 0 deletions
diff --git a/openai_rev/forefront/__init__.py b/openai_rev/forefront/__init__.py
new file mode 100644
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+++ b/openai_rev/forefront/__init__.py
@@ -0,0 +1,189 @@
+from json import loads
+from re import match
+from time import time, sleep
+from typing import Generator, Optional
+from uuid import uuid4
+
+from fake_useragent import UserAgent
+from requests import post
+from tls_client import Session
+
+from .mail import Mail
+from .models import ForeFrontResponse
+
+
+class Account:
+ @staticmethod
+ def create(proxy: Optional[str] = None, logging: bool = False):
+ proxies = {'http': 'http://' + proxy, 'https': 'http://' + proxy} if proxy else False
+
+ start = time()
+
+ mail_client = Mail(proxies)
+ mail_token = None
+ mail_address = mail_client.get_mail()
+
+ # print(mail_address)
+
+ client = Session(client_identifier='chrome110')
+ client.proxies = proxies
+ client.headers = {
+ 'origin': 'https://accounts.forefront.ai',
+ 'user-agent': UserAgent().random,
+ }
+
+ response = client.post(
+ 'https://clerk.forefront.ai/v1/client/sign_ups?_clerk_js_version=4.32.6',
+ data={'email_address': mail_address},
+ )
+
+ trace_token = response.json()['response']['id']
+ if logging:
+ print(trace_token)
+
+ response = client.post(
+ f'https://clerk.forefront.ai/v1/client/sign_ups/{trace_token}/prepare_verification?_clerk_js_version=4.32.6',
+ data={
+ 'strategy': 'email_code',
+ },
+ )
+
+ if logging:
+ print(response.text)
+
+ if 'sign_up_attempt' not in response.text:
+ return 'Failed to create account!'
+
+ while True:
+ sleep(1)
+ for _ in mail_client.fetch_inbox():
+ if logging:
+ print(mail_client.get_message_content(_['id']))
+ mail_token = match(r'(\d){5,6}', mail_client.get_message_content(_['id'])).group(0)
+
+ if mail_token:
+ break
+
+ if logging:
+ print(mail_token)
+
+ response = client.post(
+ f'https://clerk.forefront.ai/v1/client/sign_ups/{trace_token}/attempt_verification?_clerk_js_version=4.38.4',
+ data={'code': mail_token, 'strategy': 'email_code'},
+ )
+
+ if logging:
+ print(response.json())
+
+ token = response.json()['client']['sessions'][0]['last_active_token']['jwt']
+
+ with open('accounts.txt', 'a') as f:
+ f.write(f'{mail_address}:{token}\n')
+
+ if logging:
+ print(time() - start)
+
+ return token
+
+
+class StreamingCompletion:
+ @staticmethod
+ def create(
+ token=None,
+ chat_id=None,
+ prompt='',
+ action_type='new',
+ default_persona='607e41fe-95be-497e-8e97-010a59b2e2c0', # default
+ model='gpt-4',
+ ) -> Generator[ForeFrontResponse, None, None]:
+ if not token:
+ raise Exception('Token is required!')
+ if not chat_id:
+ chat_id = str(uuid4())
+
+ headers = {
+ 'authority': 'chat-server.tenant-forefront-default.knative.chi.coreweave.com',
+ 'accept': '*/*',
+ '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',
+ 'authorization': 'Bearer ' + token,
+ 'cache-control': 'no-cache',
+ 'content-type': 'application/json',
+ 'origin': 'https://chat.forefront.ai',
+ 'pragma': 'no-cache',
+ 'referer': 'https://chat.forefront.ai/',
+ 'sec-ch-ua': '"Chromium";v="112", "Google Chrome";v="112", "Not:A-Brand";v="99"',
+ 'sec-ch-ua-mobile': '?0',
+ 'sec-ch-ua-platform': '"macOS"',
+ 'sec-fetch-dest': 'empty',
+ 'sec-fetch-mode': 'cors',
+ 'sec-fetch-site': 'cross-site',
+ 'user-agent': UserAgent().random,
+ }
+
+ json_data = {
+ 'text': prompt,
+ 'action': action_type,
+ 'parentId': chat_id,
+ 'workspaceId': chat_id,
+ 'messagePersona': default_persona,
+ 'model': model,
+ }
+
+ for chunk in post(
+ 'https://chat-server.tenant-forefront-default.knative.chi.coreweave.com/chat',
+ headers=headers,
+ json=json_data,
+ stream=True,
+ ).iter_lines():
+ if b'finish_reason":null' in chunk:
+ data = loads(chunk.decode('utf-8').split('data: ')[1])
+ token = data['choices'][0]['delta'].get('content')
+
+ if token is not None:
+ yield ForeFrontResponse(
+ **{
+ 'id': chat_id,
+ 'object': 'text_completion',
+ 'created': int(time()),
+ 'text': token,
+ 'model': model,
+ 'choices': [{'text': token, 'index': 0, 'logprobs': None, 'finish_reason': 'stop'}],
+ 'usage': {
+ 'prompt_tokens': len(prompt),
+ 'completion_tokens': len(token),
+ 'total_tokens': len(prompt) + len(token),
+ },
+ }
+ )
+
+
+class Completion:
+ @staticmethod
+ def create(
+ token=None,
+ chat_id=None,
+ prompt='',
+ action_type='new',
+ default_persona='607e41fe-95be-497e-8e97-010a59b2e2c0', # default
+ model='gpt-4',
+ ) -> ForeFrontResponse:
+ text = ''
+ final_response = None
+ for response in StreamingCompletion.create(
+ token=token,
+ chat_id=chat_id,
+ prompt=prompt,
+ action_type=action_type,
+ default_persona=default_persona,
+ model=model,
+ ):
+ if response:
+ final_response = response
+ text += response.text
+
+ if final_response:
+ final_response.text = text
+ else:
+ raise Exception('Unable to get the response, Please try again')
+
+ return final_response