Vertical.ai / backend /scripts /verify_model_url_client.py
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import sys
import os
sys.path.append(os.path.abspath(os.path.join(os.path.dirname(__file__), '..', '..')))
from huggingface_hub import InferenceClient
from backend.app.config import config
def verify_url_client():
print("Verifying Client with Full URL...")
# Construct the Direct Inference URL manually
# Note: 'messages' API might not work on this raw endpoint if it expects 'inputs' string.
# Text Generation endpoint usually expects 'inputs'.
model_url = f"https://api-inference.huggingface.co/models/{config.LLM_MODEL}"
print(f"Target: {model_url}")
try:
client = InferenceClient(model=model_url, token=config.HUGGINGFACE_API_KEY)
res = client.text_generation("Hello", max_new_tokens=10)
print("Success!")
print(res)
except Exception as e:
print(f"Failed: {e}")
if __name__ == "__main__":
verify_url_client()