app.py

import gradio as gr
from main import extract_entities_from_file
from starlette.requests import ClientDisconnect

def process(file):
    try:
        file_path = file.name  # Extract the temp file path from NamedString
        results = extract_entities_from_file(file_path)
        if not results:
            return "No entities found."
        return "\n".join([f"{text} -> {label}" for text, label in results])
    except ClientDisconnect:
        print("Client disconnected during processing.")
        return "Client disconnected before processing could complete."
    except Exception as e:
        print(f"Unhandled error: {e}")
        return "An error occurred during processing."

iface = gr.Interface(
    fn=process,
    inputs=gr.File(label="Upload a text file"),
    outputs=gr.Textbox(label="Extracted Entities"),
    title="GLiNER + SpaCy Entity Extractor",
    description="Upload a text file to extract PERSON, ORG, LOCATION, and DISEASE entities."
)

if __name__ == "__main__":
    iface.launch()