Create Main.py

Main.py

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+from transformers import pipeline
+
+# Load Hugging Face zero-shot classifier
+classifier = pipeline("zero-shot-classification")
+
+# Example job description (you can change this)
+job_description = """
+Urgent hiring! Work from home, no experience needed, $5000/month!
+"""
+
+# Define candidate labels
+labels = ["Legit", "Fake"]
+
+# Run classification
+result = classifier(job_description, candidate_labels=labels)
+
+# Extract prediction
+predicted_label = result['labels'][0]
+confidence = result['scores'][0]
+
+# Print the result
+print("Job Description:")
+print(job_description)
+print("\nPrediction:", predicted_label)
+print(f"Confidence: {confidence:.2f}")