Update app.py

app.py

@@ -133,13 +133,39 @@ def analyze_sentiment(text):
 
 # --- Updated Resume Analysis Function --- #
 def analyze_resume(resume_file, job_description_file):
-    """Analyzes the resume and job description, returning similarity score, skills, qualifications, and experience matching."""
-    # Extract resume and job description text
-    try:
-        resume_text = extract_text_from_file(resume_file.name)
-        job_description_text = extract_text_from_file(job_description_file.name)
-    except ValueError as ve:
-        return str(ve)
+    # Load and preprocess resume and job description
+    resume_text = extract_text_from_file(resume_file)
+    job_description_text = extract_text_from_file(job_description_file)
+
+    # Perform various analyses...
+    skills_similarity = compute_skills_similarity(resume_text, job_description_text)
+    qualifications_similarity = compute_qualifications_similarity(resume_text, job_description_text)
+    experience_similarity = compute_experience_similarity(resume_text, job_description_text)
+
+    # Analyze sentiment for the resume
+    sentiment = analyze_sentiment(resume_text)
+
+    # Summarize experiences
+    resume_experience_summary = summarize_experience(resume_text)
+    job_description_experience_summary = summarize_experience(job_description_text)
+
+    # Extract skills
+    resume_skills = extract_skills(resume_text)
+    job_description_skills = extract_skills(job_description_text)
+
+    response_message = f"After a detailed analysis of the candidate's resume..."
+
+    return (
+        response_message,
+        skills_similarity,
+        qualifications_similarity,
+        experience_similarity,
+        sentiment,
+        resume_experience_summary,
+        job_description_experience_summary,
+        resume_skills,
+        job_description_skills
+    )
 
     # Extract skills, qualifications, and experience
     resume_skills = extract_skills_llama(resume_text)