import re import sys from pathlib import Path from urllib.parse import urlparse sys.path.append(str(Path(__file__).parent.parent)) from g4f import models, Provider from g4f.Provider.base_provider import BaseProvider from testing.test_providers import test def main(): print_providers() print("\n", "-" * 50, "\n") print_models() def print_providers(): lines = [ "| Website| Provider| gpt-3.5 | gpt-4 | Streaming | Status | Auth |", "| ------ | ------- | ------- | ----- | --------- | ------ | ---- |", ] providers = get_providers() for is_working in (True, False): for _provider in providers: if is_working != _provider.working: continue netloc = urlparse(_provider.url).netloc website = f"[{netloc}]({_provider.url})" provider_name = f"g4f.provider.{_provider.__name__}" has_gpt_35 = "✔️" if _provider.supports_gpt_35_turbo else "❌" has_gpt_4 = "✔️" if _provider.supports_gpt_4 else "❌" stream = "✔️" if _provider.supports_stream else "❌" if _provider.working: if test(_provider): status = '![Active](https://img.shields.io/badge/Active-brightgreen)' else: status = '![Unknown](https://img.shields.io/badge/Unknown-grey)' else: status = '![Inactive](https://img.shields.io/badge/Inactive-red)' auth = "✔️" if _provider.needs_auth else "❌" lines.append( f"| {website} | {provider_name} | {has_gpt_35} | {has_gpt_4} | {stream} | {status} | {auth} |" ) print("\n".join(lines)) def get_providers() -> list[type[BaseProvider]]: provider_names = dir(Provider) ignore_names = [ "base_provider", "BaseProvider", ] provider_names = [ provider_name for provider_name in provider_names if not provider_name.startswith("__") and provider_name not in ignore_names ] return [getattr(Provider, provider_name) for provider_name in provider_names] def print_models(): base_provider_names = { "cohere": "Cohere", "google": "Google", "openai": "OpenAI", "anthropic": "Anthropic", "replicate": "Replicate", "huggingface": "Huggingface", } provider_urls = { "Bard": "https://bard.google.com/", "H2o": "https://www.h2o.ai/", "Vercel": "https://sdk.vercel.ai/", } lines = [ "| Model | Base Provider | Provider | Website |", "| ----- | ------------- | -------- | ------- |", ] _models = get_models() for model in _models: if model.best_provider.__name__ not in provider_urls: continue split_name = re.split(r":|/", model.name) name = split_name[-1] base_provider = base_provider_names[model.base_provider] provider_name = f"g4f.provider.{model.best_provider.__name__}" provider_url = provider_urls[model.best_provider.__name__] netloc = urlparse(provider_url).netloc website = f"[{netloc}]({provider_url})" lines.append(f"| {name} | {base_provider} | {provider_name} | {website} |") print("\n".join(lines)) def get_models(): _models = [item[1] for item in models.__dict__.items()] _models = [model for model in _models if type(model) is models.Model] return [model for model in _models if model.name not in ["gpt-3.5-turbo", "gpt-4"]] if __name__ == "__main__": main()