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Update app.py
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app.py
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@@ -1,11 +1,10 @@
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import
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import requests
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# Hugging Face API URL for the LegalBERT model
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API_URL = "https://api-inference.huggingface.co/models/nlpaueb/legal-bert-base-uncased"
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API_KEY = os.getenv("Contract_Risk")
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# Function to send contract to Hugging Face API and get analysis results
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def analyze_contract(contract_text):
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headers = {
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"Authorization": f"Bearer {API_KEY}",
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try:
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# Send the contract text to Hugging Face for analysis
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response = requests.post(API_URL, headers=headers, json=payload, timeout=30)
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response.raise_for_status()
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# Parse the response from Hugging Face
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result = response.json()
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# Print the raw response for debugging
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print("Raw Response from Hugging Face:", result)
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# Extracting the risk score, high-risk clauses, and the risk map URL (if available)
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overall_risk_score = result.get('overall_score', 'No score available')
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high_risk_clauses = result.get('high_risk_clauses', 'No high-risk clauses detected')
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risk_map_url = result.get('risk_map_url', 'No risk map available')
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except Exception as e:
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print(f"Unexpected error: {e}")
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return f"Unexpected error: {e}", "", ""
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import gradio as gr
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import requests
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import os
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API_URL = "https://api-inference.huggingface.co/models/nlpaueb/legal-bert-base-uncased"
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API_KEY = os.getenv("Contract_Risk")
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def analyze_contract(contract_text):
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headers = {
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"Authorization": f"Bearer {API_KEY}",
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try:
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# Send the contract text to Hugging Face for analysis
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response = requests.post(API_URL, headers=headers, json=payload, timeout=30)
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response.raise_for_status()
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result = response.json()
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overall_risk_score = result.get('overall_score', 'No score available')
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high_risk_clauses = result.get('high_risk_clauses', 'No high-risk clauses detected')
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risk_map_url = result.get('risk_map_url', 'No risk map available')
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except Exception as e:
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print(f"Unexpected error: {e}")
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return f"Unexpected error: {e}", "", ""
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def create_ui():
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with gr.Blocks() as demo:
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gr.Markdown("### Contract Risk Analyzer")
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with gr.Row():
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contract_input = gr.Textbox(label="Contract Text", placeholder="Paste contract text here", lines=10)
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with gr.Row():
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analyze_button = gr.Button("Analyze Contract")
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with gr.Row():
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risk_score_output = gr.Textbox(label="Overall Risk Score", interactive=False)
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high_risk_clauses_output = gr.Textbox(label="High Risk Clauses", interactive=False)
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risk_map_url_output = gr.Textbox(label="Risk Map URL", interactive=False)
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analyze_button.click(fn=analyze_contract, inputs=contract_input, outputs=[risk_score_output, high_risk_clauses_output, risk_map_url_output])
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demo.launch()
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if __name__ == "__main__":
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create_ui()
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