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-rw-r--r--g4f/__init__.py87
1 files changed, 52 insertions, 35 deletions
diff --git a/g4f/__init__.py b/g4f/__init__.py
index 3b0fcad0..57151376 100644
--- a/g4f/__init__.py
+++ b/g4f/__init__.py
@@ -4,49 +4,57 @@ import os
from .errors import *
from .models import Model, ModelUtils, _all_models
-from .Provider import BaseProvider, AsyncGeneratorProvider, RetryProvider, ProviderUtils
-from .typing import Messages, CreateResult, AsyncResult, Union, List
-from . import debug
+from .Provider import AsyncGeneratorProvider, ProviderUtils
+from .typing import Messages, CreateResult, AsyncResult, Union
+from . import debug, version
+from .base_provider import BaseRetryProvider, ProviderType
def get_model_and_provider(model : Union[Model, str],
- provider : Union[type[BaseProvider], str, None],
+ provider : Union[ProviderType, str, None],
stream : bool,
- ignored : List[str] = None,
+ ignored : list[str] = None,
ignore_working: bool = False,
- ignore_stream: bool = False) -> tuple[Model, type[BaseProvider]]:
+ ignore_stream: bool = False) -> tuple[str, ProviderType]:
if debug.version_check:
debug.version_check = False
- debug.check_pypi_version()
-
+ version.utils.check_pypi_version()
+
if isinstance(provider, str):
if provider in ProviderUtils.convert:
provider = ProviderUtils.convert[provider]
else:
raise ProviderNotFoundError(f'Provider not found: {provider}')
- if isinstance(model, str):
- if model in ModelUtils.convert:
- model = ModelUtils.convert[model]
- else:
- raise ModelNotFoundError(f'The model: {model} does not exist')
-
if not provider:
+ if isinstance(model, str):
+ if model in ModelUtils.convert:
+ model = ModelUtils.convert[model]
+ else:
+ raise ModelNotFoundError(f'Model not found: {model}')
provider = model.best_provider
- if isinstance(provider, RetryProvider) and ignored:
- provider.providers = [p for p in provider.providers if p.__name__ not in ignored]
-
if not provider:
raise ProviderNotFoundError(f'No provider found for model: {model}')
- if not provider.working and not ignore_working:
+ if isinstance(model, Model):
+ model = model.name
+
+ if ignored and isinstance(provider, BaseRetryProvider):
+ provider.providers = [p for p in provider.providers if p.__name__ not in ignored]
+
+ if not ignore_working and not provider.working:
raise ProviderNotWorkingError(f'{provider.__name__} is not working')
if not ignore_stream and not provider.supports_stream and stream:
raise StreamNotSupportedError(f'{provider.__name__} does not support "stream" argument')
if debug.logging:
- print(f'Using {provider.__name__} provider')
+ if model:
+ print(f'Using {provider.__name__} provider and {model} model')
+ else:
+ print(f'Using {provider.__name__} provider')
+
+ debug.last_provider = provider
return model, provider
@@ -54,10 +62,10 @@ class ChatCompletion:
@staticmethod
def create(model : Union[Model, str],
messages : Messages,
- provider : Union[type[BaseProvider], str, None] = None,
+ provider : Union[ProviderType, str, None] = None,
stream : bool = False,
auth : Union[str, None] = None,
- ignored : List[str] = None,
+ ignored : list[str] = None,
ignore_working: bool = False,
ignore_stream_and_auth: bool = False,
**kwargs) -> Union[CreateResult, str]:
@@ -75,32 +83,33 @@ class ChatCompletion:
if proxy:
kwargs['proxy'] = proxy
- result = provider.create_completion(model.name, messages, stream, **kwargs)
+ result = provider.create_completion(model, messages, stream, **kwargs)
return result if stream else ''.join(result)
@staticmethod
- async def create_async(model : Union[Model, str],
- messages : Messages,
- provider : Union[type[BaseProvider], str, None] = None,
- stream : bool = False,
- ignored : List[str] = None,
- **kwargs) -> Union[AsyncResult, str]:
+ def create_async(model : Union[Model, str],
+ messages : Messages,
+ provider : Union[ProviderType, str, None] = None,
+ stream : bool = False,
+ ignored : list[str] = None,
+ **kwargs) -> Union[AsyncResult, str]:
+
model, provider = get_model_and_provider(model, provider, False, ignored)
if stream:
if isinstance(provider, type) and issubclass(provider, AsyncGeneratorProvider):
- return await provider.create_async_generator(model.name, messages, **kwargs)
+ return provider.create_async_generator(model, messages, **kwargs)
raise StreamNotSupportedError(f'{provider.__name__} does not support "stream" argument in "create_async"')
- return await provider.create_async(model.name, messages, **kwargs)
+ return provider.create_async(model, messages, **kwargs)
class Completion:
@staticmethod
def create(model : Union[Model, str],
prompt : str,
- provider : Union[type[BaseProvider], None] = None,
+ provider : Union[ProviderType, None] = None,
stream : bool = False,
- ignored : List[str] = None, **kwargs) -> Union[CreateResult, str]:
+ ignored : list[str] = None, **kwargs) -> Union[CreateResult, str]:
allowed_models = [
'code-davinci-002',
@@ -111,10 +120,18 @@ class Completion:
'text-davinci-003'
]
if model not in allowed_models:
- raise ModelNotAllowed(f'Can\'t use {model} with Completion.create()')
+ raise ModelNotAllowedError(f'Can\'t use {model} with Completion.create()')
model, provider = get_model_and_provider(model, provider, stream, ignored)
- result = provider.create_completion(model.name, [{"role": "user", "content": prompt}], stream, **kwargs)
+ result = provider.create_completion(model, [{"role": "user", "content": prompt}], stream, **kwargs)
- return result if stream else ''.join(result) \ No newline at end of file
+ return result if stream else ''.join(result)
+
+def get_last_provider(as_dict: bool = False) -> ProviderType:
+ last = debug.last_provider
+ if isinstance(last, BaseRetryProvider):
+ last = last.last_provider
+ if last and as_dict:
+ return {"name": last.__name__, "url": last.url}
+ return last \ No newline at end of file