Synced repo using 'sync_with_huggingface' Github Action
Browse files- client/css/settings.css +14 -14
- g4f/active_providers.py +124 -0
- get_working_providers.py +7 -0
    	
        client/css/settings.css
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            .settings-container {
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            }
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            .settings-container span {
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            }
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            .settings-container label {
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            }
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            .settings-container .field {
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            }
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            .settings-container .checkbox input + label,
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            }
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            .settings-container .checkbox label:after {
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            }
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            .settings-container .checkbox input:checked + label:after {
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            }
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            .settings-container .dropdown {
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            }
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            .settings-container {
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            	color: var(--colour-2);
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            	margin: 24px 0px 8px 0px;
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            	justify-content: center;
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            }
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            .settings-container span {
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            	font-size: 0.875rem;
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            	margin: 0;
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            }
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            .settings-container label {
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            	width: 24px;
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            	height: 16px;
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            }
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            .settings-container .field {
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            	justify-content: space-between;
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            }
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            .settings-container .checkbox input + label,
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            }
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            .settings-container .checkbox label:after {
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            	left: 2px;
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            	width: 10px;
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            	height: 10px;
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            }
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            .settings-container .checkbox input:checked + label:after {
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            	left: calc(100% - 2px - 10px);
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            }
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            .settings-container .dropdown {
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            	padding: 4px 8px;
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            	font-size: 0.75rem;
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            }
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        g4f/active_providers.py
    ADDED
    
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| 1 | 
            +
            import uuid
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            import g4f
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            from g4f import ChatCompletion
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            TEST_PROMPT = "Generate a sentence with 'ocean'"
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            EXPECTED_RESPONSE_CONTAINS = "ocean"
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            class Provider:
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                def __init__(self, name, models):
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                    """
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                    Initialize the provider with its name and models.
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                    """
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                    self.name = name
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                    self.models = models if isinstance(models, list) else [models]
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                def __str__(self):
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                    return self.name
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            class ModelProviderManager:
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                def __init__(self):
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                    """
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                    Initialize the manager that manages the working (active) providers for each model.
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                    """
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                    self._working_model_providers = {}
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                def add_provider(self, model, provider_name):
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                    """
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                    Add a provider to the working provider list of the specified model.
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                    """
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                    if model not in self._working_model_providers:
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                        self._working_model_providers[model] = []
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                    self._working_model_providers[model].append(provider_name)
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                def get_working_providers(self):
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                    """
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                    Return the currently active providers for each model.
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                    """
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                    return self._working_model_providers
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            def _fetch_providers_having_models():
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                """
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                Get providers that have models from g4f.Providers.
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                """
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                model_providers = []
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                for provider_name in dir(g4f.Provider):
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                    provider = getattr(g4f.Provider, provider_name)
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                    if _is_provider_applicable(provider):
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                        model_providers.append(Provider(provider_name, provider.model))
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                return model_providers
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            def _is_provider_applicable(provider):
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                """
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                Check if the provider has a model and doesn't require authentication.
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                """
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                return (hasattr(provider, 'model') and
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                        hasattr(provider, '_create_completion') and
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                        hasattr(provider, 'needs_auth') and
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                        not provider.needs_auth)
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            def _generate_test_messages():
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                """
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                Generate messages for testing.
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                """
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                return [{"role": "system", "content": "You are a trained AI assistant."},
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                        {"role": "user", "content": TEST_PROMPT}]
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            def _manage_chat_completion(manager, model_providers, test_messages):
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                """
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                Generate chat completion for each provider's models and handle positive and negative results.
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                """
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                for provider in model_providers:
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                    for model in provider.models:
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                        try:
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                            response = _generate_chat_response(
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                                provider.name, model, test_messages)
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                            if EXPECTED_RESPONSE_CONTAINS in response.lower():
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                                _print_success_response(provider, model)
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                                manager.add_provider(model, provider.name)
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                            else:
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                                raise Exception(f"Unexpected response: {response}")
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                        except Exception as error:
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                            _print_error_response(provider, model, error)
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            def _generate_chat_response(provider_name, model, test_messages):
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                """
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                Generate a chat response given a provider name, a model, and test messages.
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                """
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                return ChatCompletion.create(
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                    model=model,
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                    messages=test_messages,
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                    chatId=str(uuid.uuid4()),
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                    provider=getattr(g4f.Provider, provider_name)
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                )
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            def _print_success_response(provider, model):
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                print(f"\u2705 [{provider}] - [{model}]: Success")
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            def _print_error_response(provider, model, error):
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                print(f"\u26D4 [{provider}] - [{model}]: Error - {str(error)}")
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            def get_active_model_providers():
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                """
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                Get providers that are currently working (active).
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                """
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                model_providers = _fetch_providers_having_models()
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                test_messages = _generate_test_messages()
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                manager = ModelProviderManager()
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                _manage_chat_completion(manager, model_providers, test_messages)
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                return manager.get_working_providers()
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        get_working_providers.py
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            from g4f.active_providers import get_active_model_providers
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            working_providers = get_active_model_providers()
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            print("\nWorking providers by model:")
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            for model, providers in working_providers.items():
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                print(f"{model}: {', '.join(providers)}")
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