Update app.py

app.py

@@ -57,7 +57,7 @@ def check_ats_friendly(text):
 
     return score, suggestions
 
-# Function to calculate job fit score
+# Function to calculate job fit score and recommend missing keywords
 def calculate_job_fit_score(resume_text, job_description):
     resume_words = Counter(resume_text.lower().split())
     job_words = Counter(job_description.lower().split())
@@ -65,6 +65,7 @@ def calculate_job_fit_score(resume_text, job_description):
     # Find overlap between resume and job description keywords
     common_words = resume_words & job_words
     total_job_words = sum(job_words.values())
+    missing_keywords = set(job_words.keys()) - set(resume_words.keys())
 
     # Calculate match percentage
     if total_job_words == 0:
@@ -73,12 +74,12 @@ def calculate_job_fit_score(resume_text, job_description):
         match_percentage = sum(common_words.values()) / total_job_words * 100
 
     suggestions = []
-    if match_percentage < 70:
+    if match_percentage < 100:
         suggestions.append(
-            "Include more relevant keywords from the job description in your resume."
+            "Consider including the missing keywords in your resume to improve matching."
         )
 
-    return match_percentage, suggestions
+    return match_percentage, suggestions, missing_keywords
 
 # Main App
 def main():
@@ -122,7 +123,7 @@ def main():
         # Analyze Job Fit
         if job_description.strip():
             st.subheader("Job Description Matching")
-            job_fit_score, job_fit_suggestions = calculate_job_fit_score(
+            job_fit_score, job_fit_suggestions, missing_keywords = calculate_job_fit_score(
                 resume_text, job_description
             )
             st.metric("Job Fit Score", f"{job_fit_score:.2f}%")
@@ -139,5 +140,12 @@ def main():
             else:
                 st.write("No specific suggestions. Great match!")
 
+            # Recommend missing keywords
+            if missing_keywords:
+                st.subheader("Recommended Keywords to Add for 100% Match")
+                st.write(", ".join(missing_keywords))
+            else:
+                st.write("Your resume already includes all the required keywords!")
+
 if __name__ == "__main__":
     main()