gtp4free/etc/tool

import re
from urllib.parse import urlparse
import asyncio

from g4f import models, ChatCompletion
from g4f.base_provider import BaseProvider, BaseRetryProvider, ProviderType
from etc.testing._providers import get_providers
from g4f import debug

debug.logging = True

async def test_async(provider: ProviderType):
if not provider.working:
return False
messages = [{"role": "user", "content": "Hello Assistant!"}]
try:
response = await asyncio.wait_for(ChatCompletion.create_async(
model=models.default,
messages=messages,
provider=provider
), 30)
return bool(response)
except Exception as e:
if debug.logging:
print(f"{provider.__name__}: {e.__class__.__name__}: {e}")
return False

def test_async_list(providers: list[ProviderType]):
responses: list = [
asyncio.run(test_async(_provider))
for _provider in providers
]
return responses

def print_providers():

providers = get_providers()
responses = test_async_list(providers)

for type in ("GPT-4", "GPT-3.5", "Other"):
lines = [
"",
f"### {type}",
"",
"| Website | Provider | GPT-3.5 | GPT-4 | Stream | Status | Auth |",
"| ------ | ------- | ------- | ----- | ------ | ------ | ---- |",
]
for is_working in (True, False):
for idx, _provider in enumerate(providers):
if is_working != _provider.working:
continue
do_continue = False
if type == "GPT-4" and _provider.supports_gpt_4:
do_continue = True
elif type == "GPT-3.5" and not _provider.supports_gpt_4 and _provider.supports_gpt_35_turbo:
do_continue = True
elif type == "Other" and not _provider.supports_gpt_4 and not _provider.supports_gpt_35_turbo:
do_continue = True
if not do_continue:
continue
netloc = urlparse(_provider.url).netloc.replace("www.", "")
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:
status = ''
if responses[idx]:
status = ''
else:
status = ''
else:
status = ''
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 print_models():
base_provider_names = {
"google": "Google",
"openai": "OpenAI",
"huggingface": "Huggingface",
"anthropic": "Anthropic",
"inflection": "Inflection"
}
provider_urls = {
"google": "https://gemini.google.com/",
"openai": "https://openai.com/",
"huggingface": "https://huggingface.co/",
"anthropic": "https://www.anthropic.com/",
"inflection": "https://inflection.ai/",
}

lines = [
"| Model | Base Provider | Provider | Website |",
"| ----- | ------------- | -------- | ------- |",
]
for name, model in models.ModelUtils.convert.items():
if name.startswith("gpt-3.5") or name.startswith("gpt-4"):
if name not in ("gpt-3.5-turbo", "gpt-4", "gpt-4-turbo"):
continue
name = re.split(r":|/", model.name)[-1]
base_provider = base_provider_names[model.base_provider]
if not isinstance(model.best_provider, BaseRetryProvider):
provider_name = f"g4f.Provider.{model.best_provider.__name__}"
else:
provider_name = f"{len(model.best_provider.providers)}+ Providers"
provider_url = provider_urls[model.base_provider]
netloc = urlparse(provider_url).netloc.replace("www.", "")
website = f"[{netloc}]({provider_url})"

lines.append(f"| {name} | {base_provider} | {provider_name} | {website} |")

print("\n".join(lines))

if __name__ == "__main__":
#print_providers()
#print("\n", "-" * 50, "\n")
print_models()