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author | Tekky <98614666+xtekky@users.noreply.github.com> | 2023-09-22 21:40:59 +0200 |
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committer | GitHub <noreply@github.com> | 2023-09-22 21:40:59 +0200 |
commit | ba287e89b55118965ff0e151e54636b1f50d3b38 (patch) | |
tree | dc69218fecae4971c90ae391ff6919c032b93540 /g4f/__init__.py | |
parent | ~ | gpt-3.5-turbo-0613 (diff) | |
parent | Add RetryProvider (diff) | |
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Diffstat (limited to 'g4f/__init__.py')
-rw-r--r-- | g4f/__init__.py | 74 |
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) |