Update app.py

app.py

@@ -138,22 +138,7 @@ learning_style_questions = [
     "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:"
+    "When you meet new people, you remember them by:"
 ]
 
 learning_style_options = [
@@ -161,22 +146,7 @@ learning_style_options = [
     ["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)"]
+    ["Their face (Visual)", "Their name (Auditory)", "What you talked about (Reading/Writing)", "What you did together (Kinesthetic)"]
 ]
 
 def learning_style_quiz(*answers):
@@ -187,36 +157,37 @@ def learning_style_quiz(*answers):
         "Kinesthetic": 0
     }
     
-    # Map each answer to a learning style
     for i, answer in enumerate(answers):
-        if answer in learning_style_options[i][0]:
+        if answer == learning_style_options[i][0]:
             scores["Reading/Writing"] += 1
-        elif answer in learning_style_options[i][1]:
+        elif answer == learning_style_options[i][1]:
             scores["Auditory"] += 1
-        elif answer in learning_style_options[i][2]:
+        elif answer == learning_style_options[i][2]:
             scores["Visual"] += 1
-        elif answer in learning_style_options[i][3]:
+        elif answer == 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]}"
+        return 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
+        return f"You have multiple strong learning styles: {', '.join(dominant_styles)}"
 
 # ========== SAVE STUDENT PROFILE FUNCTION ==========
-def save_profile(name, age, interests, transcript, learning_style, favorites, blog):
+def save_profile(name, age, interests, transcript, learning_style, movie, movie_reason, show, show_reason, book, book_reason, character, character_reason, blog):
+    favorites = {
+        "movie": movie,
+        "movie_reason": movie_reason,
+        "show": show,
+        "show_reason": show_reason,
+        "book": book,
+        "book_reason": book_reason,
+        "character": character,
+        "character_reason": character_reason
+    }
+    
     data = {
         "name": name,
         "age": age,
@@ -226,6 +197,7 @@ def save_profile(name, age, interests, transcript, learning_style, favorites, bl
         "favorites": favorites,
         "blog": blog
     }
+    
     os.makedirs("student_profiles", exist_ok=True)
     json_path = os.path.join("student_profiles", f"{name.replace(' ', '_')}_profile.json")
     with open(json_path, "w") as f:
@@ -250,9 +222,9 @@ def save_profile(name, age, interests, transcript, learning_style, favorites, bl
 def transcript_display(transcript_dict):
     if not transcript_dict:
         return "No transcript uploaded."
-    if isinstance(transcript_dict, dict) and all(isinstance(v, list) for v in transcript_dict.values()):
+    if isinstance(transcript_dict, dict) and "courses" in transcript_dict and isinstance(transcript_dict["courses"], dict):
         display = ""
-        for grade_level, courses in transcript_dict.items():
+        for grade_level, courses in transcript_dict["courses"].items():
             display += f"\n**Grade {grade_level}**\n"
             for course in courses:
                 display += f"- {course['course']}"
@@ -260,8 +232,9 @@ def transcript_display(transcript_dict):
                     display += f" (Grade: {course['grade']})"
                 display += "\n"
         return display
-    return "\n".join([f"- {course}" for course in transcript_dict["courses"]] +
-                     [f"Grade Level: {transcript_dict['grade_level']}", f"GPA: {transcript_dict['gpa']}"])
+    elif isinstance(transcript_dict, dict) and "courses" in transcript_dict and isinstance(transcript_dict["courses"], list):
+        return "\n".join([f"- {course}" for course in transcript_dict["courses"]])
+    return "No course information available"
 
 # ========== AI TEACHING ASSISTANT ==========
 def load_profile():
@@ -296,42 +269,27 @@ def generate_response(message, history):
             response = ("Based on your visual learning style, I recommend:\n"
                        "- Creating mind maps or diagrams\n"
                        "- Using color-coded notes\n"
-                       "- Watching educational videos\n"
-                       "- Drawing concepts to understand them better")
+                       "- Watching educational videos")
         elif "Auditory" in learning_style:
             response = ("Based on your auditory learning style, I recommend:\n"
                        "- Recording lectures and listening to them\n"
                        "- Participating in study groups\n"
-                       "- Explaining concepts out loud\n"
-                       "- Using mnemonic devices with rhymes")
+                       "- Explaining concepts out loud")
         elif "Reading/Writing" in learning_style:
             response = ("Based on your reading/writing learning style, I recommend:\n"
                        "- Writing detailed notes\n"
                        "- Creating summaries in your own words\n"
-                       "- Reading textbooks and articles\n"
-                       "- Making flashcards with written explanations")
+                       "- Reading textbooks and articles")
         elif "Kinesthetic" in learning_style:
             response = ("Based on your kinesthetic learning style, I recommend:\n"
                        "- Hands-on practice\n"
                        "- Creating physical models\n"
-                       "- Taking frequent movement breaks\n"
-                       "- Using real-world applications of concepts")
+                       "- Taking frequent movement breaks")
         else:
             response = ("Here are some general study tips:\n"
                        "- Break study sessions into 25-minute chunks\n"
                        "- Review material regularly\n"
-                       "- Teach concepts to someone else\n"
-                       "- Practice with past exams or problems")
-        
-        # Add grade-specific advice
-        if "9" in grade_level or "Freshman" in grade_level:
-            response += "\n\nAs a freshman, focus on building good study habits early."
-        elif "10" in grade_level or "Sophomore" in grade_level:
-            response += "\n\nAs a sophomore, start exploring subjects that interest you."
-        elif "11" in grade_level or "Junior" in grade_level:
-            response += "\n\nAs a junior, focus on preparing for college entrance exams."
-        elif "12" in grade_level or "Senior" in grade_level:
-            response += "\n\nAs a senior, balance college applications with maintaining your grades."
+                       "- Teach concepts to someone else")
         
         return response
     
@@ -339,36 +297,28 @@ def generate_response(message, history):
         return (f"Your GPA information:\n"
                f"- Unweighted: {gpa.get('unweighted', 'N/A')}\n"
                f"- Weighted: {gpa.get('weighted', 'N/A')}\n\n"
-               "To improve your grades:\n"
-               "- Set specific, measurable goals\n"
-               "- Meet with teachers to understand expectations\n"
-               "- Develop a consistent study schedule\n"
-               "- Focus on your weakest areas first")
+               "To improve your grades, try:\n"
+               "- Setting specific goals\n"
+               "- Meeting with teachers\n"
+               "- Developing a study schedule")
     
     elif any(word in message.lower() for word in interest_help):
         return (f"I see you're interested in: {interests}\n\n"
                "You might want to:\n"
                "- Find clubs or activities related to these interests\n"
-               "- Explore career paths that align with them\n"
-               "- Connect these interests to your school subjects")
+               "- Explore career paths that align with them")
     
     elif "help" in message.lower():
         return ("I can help with:\n"
                "- Study tips based on your learning style\n"
                "- GPA and grade information\n"
-               "- Academic advice tailored to your grade level\n"
-               "- Connecting your interests to learning\n\n"
-               "Try asking about:\n"
-               "- How to study for your classes\n"
-               "- Ways to improve your grades\n"
-               "- How to connect your interests to school")
+               "- General academic advice\n\n"
+               "Try asking about study strategies or your grades!")
     
     else:
-        return ("I'm your personalized teaching assistant. I can help with:\n"
-               "- Study strategies based on your learning style\n"
-               "- Understanding your academic performance\n"
-               "- Finding ways to connect school with your interests\n\n"
-               "Try asking me about study tips or your academic progress!")
+        return ("I'm your personalized teaching assistant. "
+               "I can help with study tips, grade information, and academic advice. "
+               "Try asking about how to study for your classes!")
 
 # ========== GRADIO INTERFACE ==========
 with gr.Blocks() as app:
@@ -379,14 +329,14 @@ 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"):
-        gr.Markdown("### Complete this 20-question quiz to determine your learning style")
+        gr.Markdown("### Learning Style Quiz")
         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}")
+                gr.Radio(options, label=f"{i+1}. {question}")
             )
         
-        learning_output = gr.Textbox(label="Learning Style Result", lines=5)
+        learning_output = gr.Textbox(label="Learning Style Result")
         gr.Button("Submit Quiz").click(
             learning_style_quiz,
             inputs=quiz_components,
@@ -407,31 +357,19 @@ with gr.Blocks() as app:
         character_reason = gr.Textbox(label="Why do you like that character?")
         blog_checkbox = gr.Checkbox(label="Do you want to write a blog?", value=False)
         blog_text = gr.Textbox(label="Write your blog here", visible=False, lines=5)
-        blog_checkbox.change(fn=lambda x: gr.update(visible=x), inputs=blog_checkbox, outputs=blog_text)
+        blog_checkbox.change(lambda x: gr.update(visible=x), inputs=blog_checkbox, outputs=blog_text)
 
     with gr.Tab("Step 4: Save & Review"):
         output_summary = gr.Markdown()
         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):
-            favorites = {
-                "movie": movie,
-                "movie_reason": movie_reason,
-                "show": show,
-                "show_reason": show_reason,
-                "book": book,
-                "book_reason": book_reason,
-                "character": character,
-                "character_reason": character_reason,
-            }
-            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)
+        
+        save_btn.click(
+            fn=save_profile,
+            inputs=[name, age, interests, transcript_data, learning_output,
+                   movie, movie_reason, show, show_reason,
+                   book, book_reason, character, character_reason, blog_text],
+            outputs=output_summary
+        )
 
     # AI Teaching Assistant Tab
     with gr.Tab("🤖 AI Teaching Assistant"):
@@ -441,9 +379,13 @@ with gr.Blocks() as app:
             examples=[
                 "How should I study for my next test?",
                 "What's my GPA information?",
-                "How can I improve my grades?",
-                "How can I connect my interests to school?"
+                "Help me with study strategies",
+                "How can I improve my grades?"
             ]
         )
 
-app.launch()
+if __name__ == "__main__":
+    app.launch()
+
+    
+