Changes

app.py

@@ -75,11 +75,28 @@ def analyze_text(text: str):
 🌐 URLs: {', '.join(urls) if urls else "None"}
 """
 
-# Gradio UI
+def predict_api(text: str):
+    regex_score, regex_findings = regex_analysis(text)
+    hf_score, hf_findings = hf_analysis(text)
+    
+    score = min(100, regex_score + hf_score)
+    reasons = regex_findings + hf_findings
+
+    for phrase in SAFE_PHRASES:
+        if phrase in text.lower():
+            score = max(0, score - 15)
+
+    is_phishing = score >= 50
+    label = "phishing" if is_phishing else "safe"
+    confidence = score / 100.0
+    
+    return [label, confidence]
+
+# Gradio Interface with API enabled
 demo = gr.Interface(
-    fn=analyze_text,
+    fn=predict_api,
     inputs=gr.Textbox(lines=12, placeholder="Paste suspicious email or message here..."),
-    outputs="text",
+    outputs="json",
     title="PhishGuard 🛡️",
     description="Detects phishing risks using regex cues + Hugging Face zero-shot classification."
 )