Create app.py

app.py

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+import streamlit as st
+from transformers import pipeline
+
+# Load Hugging Face classifier
+classifier = pipeline("zero-shot-classification")
+
+st.title("Fake Job Posting Detector")
+
+# Input job description
+job_description = st.text_area("Enter the job description:")
+
+if st.button("Check Job"):
+    if job_description.strip() == "":
+        st.warning("Please enter a job description.")
+    else:
+        labels = ["Legit", "Fake"]
+        result = classifier(job_description, candidate_labels=labels)
+        predicted_label = result['labels'][0]
+        confidence = result['scores'][0]
+        
+        st.write(f"Prediction: **{predicted_label}**")
+        st.write(f"Confidence: {confidence:.2f}")