from huggingface_hub import snapshot_download
import sys
import gradio as gr

# Download the model repo
repo_path = snapshot_download(
    repo_id="DukeShadow/AspectLens-Aspectwise-sentiment-breakdown",
    repo_type="model"
)

# Make inference.py importable
sys.path.insert(0, repo_path)
from inference import predict

def analyze(text):
    return predict(text)

gr.Interface(
    fn=analyze,
    inputs=gr.Textbox(lines=3, placeholder="Enter a product review"),
    outputs="json",
    title="AspectLens – Aspect-Based Sentiment Analysis",
    description="Aspect-wise sentiment analysis for product reviews"
).launch()