From f07173de4fe64bdccfdb9adff34ae0abbfe70a4d Mon Sep 17 00:00:00 2001 From: vlad Date: Thu, 14 Mar 2024 01:29:49 +0300 Subject: GigaChat models add --- g4f/Provider/GigaChat.py | 97 ++++++++++++++++++++++++++++++++++++++++++++++++ 1 file changed, 97 insertions(+) create mode 100644 g4f/Provider/GigaChat.py (limited to 'g4f/Provider/GigaChat.py') diff --git a/g4f/Provider/GigaChat.py b/g4f/Provider/GigaChat.py new file mode 100644 index 00000000..699353b1 --- /dev/null +++ b/g4f/Provider/GigaChat.py @@ -0,0 +1,97 @@ +from __future__ import annotations + +import base64 +import os +import ssl +import time +import uuid + +import json +from aiohttp import ClientSession, BaseConnector, TCPConnector +from g4f.requests import raise_for_status + +from ..typing import AsyncResult, Messages, ImageType +from .base_provider import AsyncGeneratorProvider, ProviderModelMixin +from ..image import to_bytes, is_accepted_format +from ..errors import MissingAuthError +from .helper import get_connector + +access_token = '' +token_expires_at = 0 + +ssl_ctx = ssl.create_default_context( + cafile=os.path.dirname(__file__) + '/gigachat_crt/russian_trusted_root_ca_pem.crt') + + +class GigaChat(AsyncGeneratorProvider, ProviderModelMixin): + url = "https://developers.sber.ru/gigachat" + working = True + supports_message_history = True + supports_system_message = True + supports_stream = True + + needs_auth = True + default_model = "GigaChat:latest" + models = ["GigaChat:latest", "GigaChat-Plus", "GigaChat-Pro"] + + @classmethod + async def create_async_generator( + cls, + model: str, + messages: Messages, + stream: bool = True, + proxy: str = None, + api_key: str = None, + scope: str = "GIGACHAT_API_PERS", + update_interval: float = 0, + **kwargs + ) -> AsyncResult: + global access_token, token_expires_at + model = cls.get_model(model) + + if not api_key: + raise MissingAuthError('Missing "api_key"') + + connector = TCPConnector(ssl_context=ssl_ctx) + + async with ClientSession(connector=get_connector(connector, proxy)) as session: + if token_expires_at - int(time.time() * 1000) < 60000: + async with session.post(url="https://ngw.devices.sberbank.ru:9443/api/v2/oauth", + headers={"Authorization": f"Bearer {api_key}", + "RqUID": str(uuid.uuid4()), + "Content-Type": "application/x-www-form-urlencoded"}, + data={"scope": scope}) as response: + await raise_for_status(response) + data = await response.json() + access_token = data['access_token'] + token_expires_at = data['expires_at'] + + async with session.post(url="https://gigachat.devices.sberbank.ru/api/v1/chat/completions", + headers={"Authorization": f"Bearer {access_token}"}, + json={ + "model": model, + "messages": messages, + "stream": stream, + "update_interval": update_interval, + **kwargs + }) as response: + await raise_for_status(response) + + async for line in response.content: + if not stream: + yield json.loads(line.decode("utf-8"))['choices'][0]['message']['content'] + return + + if line and line.startswith(b"data:"): + line = line[6:-1] # remove "data: " prefix and "\n" suffix + if line.strip() == b"[DONE]": + return + else: + msg = json.loads(line.decode("utf-8"))['choices'][0] + content = msg['delta']['content'] + + if content: + yield content + + if 'finish_reason' in msg: + return -- cgit v1.2.3