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authorHeiner Lohaus <hlohaus@users.noreply.github.com>2024-11-20 02:34:47 +0100
committerHeiner Lohaus <hlohaus@users.noreply.github.com>2024-11-20 02:34:47 +0100
commit58fa409eefcc8ae0233967dc807b046ad77bf6fa (patch)
tree845faa57ad66bf08fdef6462c8dc34f47d9c2bca /g4f/Provider/needs_auth/Cerebras.py
parentAdd --cookie-browsers argument to cli (diff)
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Diffstat (limited to 'g4f/Provider/needs_auth/Cerebras.py')
-rw-r--r--g4f/Provider/needs_auth/Cerebras.py65
1 files changed, 65 insertions, 0 deletions
diff --git a/g4f/Provider/needs_auth/Cerebras.py b/g4f/Provider/needs_auth/Cerebras.py
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+++ b/g4f/Provider/needs_auth/Cerebras.py
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+from __future__ import annotations
+
+import requests
+from aiohttp import ClientSession
+
+from .OpenaiAPI import OpenaiAPI
+from ...typing import AsyncResult, Messages, Cookies
+from ...requests.raise_for_status import raise_for_status
+from ...cookies import get_cookies
+
+class Cerebras(OpenaiAPI):
+ label = "Cerebras Inference"
+ url = "https://inference.cerebras.ai/"
+ working = True
+ default_model = "llama3.1-70b"
+ fallback_models = [
+ "llama3.1-70b",
+ "llama3.1-8b",
+ ]
+ model_aliases = {"llama-3.1-70b": "llama3.1-70b", "llama-3.1-8b": "llama3.1-8b"}
+
+ @classmethod
+ def get_models(cls, api_key: str = None):
+ if not cls.models:
+ try:
+ headers = {}
+ if api_key:
+ headers["authorization"] = f"Bearer ${api_key}"
+ response = requests.get(f"https://api.cerebras.ai/v1/models", headers=headers)
+ raise_for_status(response)
+ data = response.json()
+ cls.models = [model.get("model") for model in data.get("models")]
+ except Exception:
+ cls.models = cls.fallback_models
+ return cls.models
+
+ @classmethod
+ async def create_async_generator(
+ cls,
+ model: str,
+ messages: Messages,
+ api_base: str = "https://api.cerebras.ai/v1",
+ api_key: str = None,
+ cookies: Cookies = None,
+ **kwargs
+ ) -> AsyncResult:
+ if api_key is None and cookies is None:
+ cookies = get_cookies(".cerebras.ai")
+ async with ClientSession(cookies=cookies) as session:
+ async with session.get("https://inference.cerebras.ai/api/auth/session") as response:
+ raise_for_status(response)
+ data = await response.json()
+ if data:
+ api_key = data.get("user", {}).get("demoApiKey")
+ async for chunk in super().create_async_generator(
+ model, messages,
+ api_base=api_base,
+ impersonate="chrome",
+ api_key=api_key,
+ headers={
+ "User-Agent": "ex/JS 1.5.0",
+ },
+ **kwargs
+ ):
+ yield chunk