Update app.py

app.py

@@ -6,7 +6,7 @@ import re
 from PyPDF2 import PdfReader
 from collections import defaultdict
 
-# ========== TRANSCRIPT PARSING FUNCTIONS (UPDATED) ==========
+# ========== TRANSCRIPT PARSING FUNCTIONS ==========
 def extract_courses_with_grade_levels(text):
     grade_level_pattern = r"(Grade|Year)\s*[:]?\s*(\d+|Freshman|Sophomore|Junior|Senior)"
     grade_match = re.search(grade_level_pattern, text, re.IGNORECASE)
@@ -132,8 +132,90 @@ def parse_transcript(file):
         "courses": courses
     }
 
-# ========== SAVE STUDENT PROFILE FUNCTION ==========
+# ========== LEARNING STYLE QUIZ ==========
+learning_style_questions = [
+    "When you study for a test, you prefer to:",
+    "When you need directions to a new place, you prefer:",
+    "When you learn a new skill, you prefer to:",
+    "When you're trying to concentrate, you:",
+    "When you meet new people, you remember them by:",
+    "When you're relaxing, you prefer to:",
+    "When you're explaining something to someone, you:",
+    "When you're trying to remember something, you:",
+    "When you're in a classroom, you learn best when:",
+    "When you're trying to solve a problem, you:",
+    "When you're taking notes, you:",
+    "When you're learning new software, you prefer to:",
+    "When you're at a museum, you spend the most time:",
+    "When you're assembling furniture, you:",
+    "When you're learning new vocabulary, you:",
+    "When you're giving a presentation, you prefer:",
+    "When you're at a party, you enjoy:",
+    "When you're taking a break from studying, you:",
+    "When you're learning dance moves, you:",
+    "When you're choosing a book, you prefer:"
+]
+
+learning_style_options = [
+    ["Read the textbook (Reading/Writing)", "Listen to lectures (Auditory)", "Use diagrams/charts (Visual)", "Practice problems (Kinesthetic)"],
+    ["Look at a map (Visual)", "Have someone tell you (Auditory)", "Write down directions (Reading/Writing)", "Try walking/driving there (Kinesthetic)"],
+    ["Read instructions (Reading/Writing)", "Have someone show you (Visual)", "Listen to explanations (Auditory)", "Try it yourself (Kinesthetic)"],
+    ["Need quiet (Reading/Writing)", "Need background noise (Auditory)", "Need to move around (Kinesthetic)", "Need visual stimulation (Visual)"],
+    ["Their face (Visual)", "Their name (Auditory)", "What you talked about (Reading/Writing)", "What you did together (Kinesthetic)"],
+    ["Read (Reading/Writing)", "Listen to music (Auditory)", "Watch TV (Visual)", "Do something active (Kinesthetic)"],
+    ["Write it down (Reading/Writing)", "Tell them verbally (Auditory)", "Show them (Visual)", "Demonstrate physically (Kinesthetic)"],
+    ["See it written down (Visual)", "Say it out loud (Auditory)", "Write it down (Reading/Writing)", "Do it physically (Kinesthetic)"],
+    ["Reading materials (Reading/Writing)", "Listening to lectures (Auditory)", "Seeing diagrams (Visual)", "Doing hands-on activities (Kinesthetic)"],
+    ["Write down steps (Reading/Writing)", "Talk through it (Auditory)", "Draw diagrams (Visual)", "Try different approaches (Kinesthetic)"],
+    ["Write detailed notes (Reading/Writing)", "Record lectures (Auditory)", "Draw mind maps (Visual)", "Take minimal notes (Kinesthetic)"],
+    ["Read the manual (Reading/Writing)", "Have someone explain it (Auditory)", "Watch tutorial videos (Visual)", "Just start using it (Kinesthetic)"],
+    ["Reading descriptions (Reading/Writing)", "Listening to audio guides (Auditory)", "Looking at exhibits (Visual)", "Interactive displays (Kinesthetic)"],
+    ["Read instructions first (Reading/Writing)", "Ask someone to help (Auditory)", "Look at diagrams (Visual)", "Start assembling (Kinesthetic)"],
+    ["Write them repeatedly (Reading/Writing)", "Say them repeatedly (Auditory)", "Use flashcards (Visual)", "Use them in conversation (Kinesthetic)"],
+    ["Having detailed notes (Reading/Writing)", "Speaking freely (Auditory)", "Using visual aids (Visual)", "Demonstrating something (Kinesthetic)"],
+    ["Conversations (Auditory)", "People-watching (Visual)", "Dancing/games (Kinesthetic)", "Reading about people (Reading/Writing)"],
+    ["Read for fun (Reading/Writing)", "Listen to music (Auditory)", "Watch videos (Visual)", "Exercise (Kinesthetic)"],
+    ["Watch demonstrations (Visual)", "Listen to instructions (Auditory)", "Read choreography (Reading/Writing)", "Try the moves (Kinesthetic)"],
+    ["Text-heavy books (Reading/Writing)", "Audiobooks (Auditory)", "Books with pictures (Visual)", "Interactive books (Kinesthetic)"]
+]
+
+def learning_style_quiz(*answers):
+    scores = {
+        "Visual": 0,
+        "Auditory": 0,
+        "Reading/Writing": 0,
+        "Kinesthetic": 0
+    }
+    
+    # Map each answer to a learning style
+    for i, answer in enumerate(answers):
+        if answer in learning_style_options[i][0]:
+            scores["Reading/Writing"] += 1
+        elif answer in learning_style_options[i][1]:
+            scores["Auditory"] += 1
+        elif answer in learning_style_options[i][2]:
+            scores["Visual"] += 1
+        elif answer in learning_style_options[i][3]:
+            scores["Kinesthetic"] += 1
+    
+    # Get the highest score(s)
+    max_score = max(scores.values())
+    dominant_styles = [style for style, score in scores.items() if score == max_score]
+    
+    # Generate result
+    if len(dominant_styles) == 1:
+        result = f"Your primary learning style is: {dominant_styles[0]}"
+    else:
+        result = f"You have multiple strong learning styles: {', '.join(dominant_styles)}"
+    
+    # Add detailed breakdown
+    result += "\n\nDetailed Scores:\n"
+    for style, score in sorted(scores.items(), key=lambda x: x[1], reverse=True):
+        result += f"{style}: {score}/20\n"
+    
+    return result
 
+# ========== SAVE STUDENT PROFILE FUNCTION ==========
 def save_profile(name, age, interests, transcript, learning_style, favorites, blog):
     data = {
         "name": name,
@@ -150,20 +232,16 @@ def save_profile(name, age, interests, transcript, learning_style, favorites, bl
         json.dump(data, f, indent=2)
 
     markdown_summary = f"""### Student Profile: {name}
-
 **Age:** {age}  
 **Interests:** {interests}  
 **Learning Style:** {learning_style}  
-
 #### Transcript:
 {transcript_display(transcript)}
-
 #### Favorites:
 - Movie: {favorites['movie']} ({favorites['movie_reason']})
 - Show: {favorites['show']} ({favorites['show_reason']})
 - Book: {favorites['book']} ({favorites['book_reason']})
 - Character: {favorites['character']} ({favorites['character_reason']})
-
 #### Blog:
 {blog if blog else "_No blog provided_"}
 """
@@ -186,7 +264,6 @@ def transcript_display(transcript_dict):
                      [f"Grade Level: {transcript_dict['grade_level']}", f"GPA: {transcript_dict['gpa']}"])
 
 # ========== GRADIO INTERFACE ==========
-
 with gr.Blocks() as app:
     with gr.Tab("Step 1: Upload Transcript"):
         transcript_file = gr.File(label="Upload your transcript (CSV, Excel, or PDF)")
@@ -195,17 +272,19 @@ with gr.Blocks() as app:
         transcript_file.change(fn=parse_transcript, inputs=transcript_file, outputs=[transcript_output, transcript_data])
 
     with gr.Tab("Step 2: Learning Style Quiz"):
-        q1 = gr.Radio(choices=[
-            "I remember something better when I see it written down.",
-            "I remember best by listening to a lecture or a recording.",
-            "I remember best by reading information on my own."
-        ], label="1. How do you best remember information?")
-        q2 = gr.Radio(choices=q1.choices, label="2. What’s your preferred study method?")
-        q3 = gr.Radio(choices=q1.choices, label="3. What helps you understand new topics?")
-        q4 = gr.Radio(choices=q1.choices, label="4. How do you prefer to take notes?")
-        q5 = gr.Radio(choices=q1.choices, label="5. When you visualize concepts, what helps most?")
-        learning_output = gr.Textbox(label="Learning Style Result")
-        gr.Button("Submit Quiz").click(learning_style_quiz, inputs=[q1, q2, q3, q4, q5], outputs=learning_output)
+        gr.Markdown("### Complete this 20-question quiz to determine your learning style")
+        quiz_components = []
+        for i, (question, options) in enumerate(zip(learning_style_questions, learning_style_options)):
+            quiz_components.append(
+                gr.Radio(choices=options, label=f"{i+1}. {question}")
+            )
+        
+        learning_output = gr.Textbox(label="Learning Style Result", lines=5)
+        gr.Button("Submit Quiz").click(
+            learning_style_quiz,
+            inputs=quiz_components,
+            outputs=learning_output
+        )
 
     with gr.Tab("Step 3: Personal Questions"):
         name = gr.Textbox(label="What's your name?")
@@ -228,7 +307,7 @@ with gr.Blocks() as app:
         save_btn = gr.Button("Save Profile")
 
         def gather_and_save(name, age, interests, movie, movie_reason, show, show_reason,
-                            book, book_reason, character, character_reason, blog, transcript, learning_style):
+                          book, book_reason, character, character_reason, blog, transcript, learning_style):
             favorites = {
                 "movie": movie,
                 "movie_reason": movie_reason,
@@ -242,9 +321,9 @@ with gr.Blocks() as app:
             return save_profile(name, age, interests, transcript, learning_style, favorites, blog)
 
         save_btn.click(fn=gather_and_save,
-                       inputs=[name, age, interests, movie, movie_reason, show, show_reason,
-                               book, book_reason, character, character_reason, blog_text,
-                               transcript_data, learning_output],
-                       outputs=output_summary)
+                     inputs=[name, age, interests, movie, movie_reason, show, show_reason,
+                            book, book_reason, character, character_reason, blog_text,
+                            transcript_data, learning_output],
+                     outputs=output_summary)
 
 app.launch()