app.py

import gradio as gr
import requests
import os

API_URL = "https://api-inference.huggingface.co/models/nlpaueb/legal-bert-base-uncased"
API_KEY = os.getenv("Contract_Risk")

def analyze_contract(contract_text):
    headers = {
        "Authorization": f"Bearer {API_KEY}",
        "Content-Type": "application/json"
    }

    payload = {"inputs": contract_text}

    try:
        # Send the contract text to Hugging Face for analysis
        response = requests.post(API_URL, headers=headers, json=payload, timeout=30)
        response.raise_for_status()

        result = response.json()

        overall_risk_score = result.get('overall_score', 'No score available')
        high_risk_clauses = result.get('high_risk_clauses', 'No high-risk clauses detected')
        risk_map_url = result.get('risk_map_url', 'No risk map available')

        return overall_risk_score, high_risk_clauses, risk_map_url

    except requests.exceptions.ConnectionError as e:
        print(f"Network Error: {e}")
        return "Network Error: Unable to connect to Hugging Face API", "", ""
    except requests.exceptions.RequestException as e:
        print(f"Request Error: {e}")
        return f"Request Error: {e}", "", ""
    except Exception as e:
        print(f"Unexpected error: {e}")
        return f"Unexpected error: {e}", "", ""

def create_ui():
    with gr.Blocks() as demo:
        gr.Markdown("### Contract Risk Analyzer")
        with gr.Row():
            contract_input = gr.Textbox(label="Contract Text", placeholder="Paste contract text here", lines=10)
        with gr.Row():
            analyze_button = gr.Button("Analyze Contract")
        with gr.Row():
            risk_score_output = gr.Textbox(label="Overall Risk Score", interactive=False)
            high_risk_clauses_output = gr.Textbox(label="High Risk Clauses", interactive=False)
            risk_map_url_output = gr.Textbox(label="Risk Map URL", interactive=False)

        analyze_button.click(fn=analyze_contract, inputs=contract_input, outputs=[risk_score_output, high_risk_clauses_output, risk_map_url_output])

    demo.launch()

if __name__ == "__main__":
    create_ui()