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authorTekky <98614666+xtekky@users.noreply.github.com>2023-09-22 21:40:59 +0200
committerGitHub <noreply@github.com>2023-09-22 21:40:59 +0200
commitba287e89b55118965ff0e151e54636b1f50d3b38 (patch)
treedc69218fecae4971c90ae391ff6919c032b93540 /g4f/__init__.py
parent~ | gpt-3.5-turbo-0613 (diff)
parentAdd RetryProvider (diff)
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Diffstat (limited to 'g4f/__init__.py')
-rw-r--r--g4f/__init__.py74
1 files changed, 45 insertions, 29 deletions
diff --git a/g4f/__init__.py b/g4f/__init__.py
index a49e60e9..8fdfe21f 100644
--- a/g4f/__init__.py
+++ b/g4f/__init__.py
@@ -1,11 +1,36 @@
from __future__ import annotations
from g4f import models
-from .Provider import BaseProvider
+from .Provider import BaseProvider, AsyncProvider
from .typing import Any, CreateResult, Union
import random
logging = False
+def get_model_and_provider(model: Union[models.Model, str], provider: type[BaseProvider], stream: bool):
+ if isinstance(model, str):
+ if model in models.ModelUtils.convert:
+ model = models.ModelUtils.convert[model]
+ else:
+ raise Exception(f'The model: {model} does not exist')
+
+ if not provider:
+ provider = model.best_provider
+
+ if not provider:
+ raise Exception(f'No provider found for model: {model}')
+
+ if not provider.working:
+ raise Exception(f'{provider.__name__} is not working')
+
+ if not provider.supports_stream and stream:
+ raise Exception(
+ f'ValueError: {provider.__name__} does not support "stream" argument')
+
+ if logging:
+ print(f'Using {provider.__name__} provider')
+
+ return model, provider
+
class ChatCompletion:
@staticmethod
def create(
@@ -13,28 +38,11 @@ class ChatCompletion:
messages : list[dict[str, str]],
provider : Union[type[BaseProvider], None] = None,
stream : bool = False,
- auth : Union[str, None] = None, **kwargs: Any) -> Union[CreateResult, str]:
+ auth : Union[str, None] = None,
+ **kwargs
+ ) -> Union[CreateResult, str]:
- if isinstance(model, str):
- if model in models.ModelUtils.convert:
- model = models.ModelUtils.convert[model]
- else:
- raise Exception(f'The model: {model} does not exist')
-
- if not provider:
- if isinstance(model.best_provider, list):
- if stream:
- provider = random.choice([p for p in model.best_provider if p.supports_stream])
- else:
- provider = random.choice(model.best_provider)
- else:
- provider = model.best_provider
-
- if not provider:
- raise Exception(f'No provider found')
-
- if not provider.working:
- raise Exception(f'{provider.__name__} is not working')
+ model, provider = get_model_and_provider(model, provider, stream)
if provider.needs_auth and not auth:
raise Exception(
@@ -43,12 +51,20 @@ class ChatCompletion:
if provider.needs_auth:
kwargs['auth'] = auth
- if not provider.supports_stream and stream:
- raise Exception(
- f'ValueError: {provider.__name__} does not support "stream" argument')
-
- if logging:
- print(f'Using {provider.__name__} provider')
-
result = provider.create_completion(model.name, messages, stream, **kwargs)
return result if stream else ''.join(result)
+
+ @staticmethod
+ async def create_async(
+ model : Union[models.Model, str],
+ messages : list[dict[str, str]],
+ provider : Union[type[BaseProvider], None] = None,
+ **kwargs
+ ) -> str:
+
+ model, provider = get_model_and_provider(model, provider, False)
+
+ if not issubclass(type(provider), AsyncProvider):
+ raise Exception(f"Provider: {provider.__name__} doesn't support create_async")
+
+ return await provider.create_async(model.name, messages, **kwargs)