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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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@@ -1,20 +1,21 @@
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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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@@ -28,17 +29,16 @@
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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
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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
ADDED
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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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