Update README.md

README.md

@@ -12,16 +12,18 @@ cd autopilot-email-classifier
 # 2️⃣ Install dependencies
 pip install -r requirements.txt
 
-3️⃣ Load the model and classify
+# 3️⃣ Load the model and classify
+```
+
 ```python
 import joblib
 
-bundle    = joblib.load("classifier.pkl")
-pipeline  = bundle["pipeline"]
+bundle = joblib.load("classifier.pkl")
+pipeline = bundle["pipeline"]
 threshold = bundle["threshold"]
 
 def classify_email(subject: str, body: str) -> str:
-    text  = f"{subject} {body}"
+    text = f"{subject} {body}"
     proba = pipeline.predict_proba([text])[0, 1]
     return "purchase" if proba >= threshold else "non-purchase"
 
@@ -29,7 +31,7 @@ def classify_email(subject: str, body: str) -> str:
 if __name__ == "__main__":
     subj = ("Solo founder, $80M exit, 6 months: "
             "The Base44 bootstrapped startup success story | Maor Shlomo")
-    body = ("Base44’s founder on bootstrapping to profitability, using AI to write "
+    body = ("Base44's founder on bootstrapping to profitability, using AI to write "
             "90% of his code, why he turned down VC money, and signing an "
             "acquisition deal as missiles were flying")
     print(classify_email(subj, body))