Update app.py

app.py

@@ -2,7 +2,7 @@
 # ThinkPal – Hugging Face Space (Gradio)
 
 import os, json, uuid, re, unicodedata
-from difflib import get_close_matches, SequenceMatcher
+from difflib import get_close_matches
 
 import gradio as gr
 
@@ -161,16 +161,7 @@ Finally, structure the roadmap into the following sections:
 4. Milestones (by Phase)
 """
 
-def _compose_profile(student: dict) -> str:
-    parts = []
-    for k, v in student.items():
-        if isinstance(v, list):
-            v = ", ".join(v)
-        if v:
-            parts.append(f"{k}: {v}")
-    return " | ".join(parts) if parts else "No data"
 def get_gemini_response(query: str, student_data: dict | None = None) -> str:
-    """Sends query to Gemini API with optional student data (ThinkPal context)."""
     try:
         if not genai:
             return f"(Simulated) {query[:400]}..."
@@ -179,7 +170,6 @@ def get_gemini_response(query: str, student_data: dict | None = None) -> str:
         personalized_prompt = query
 
         if student_data:
-            # Build profile dynamically
             profile_parts = []
             for key, label in [
                 ("learning_style", "Learning Style"),
@@ -223,9 +213,7 @@ Formatting requirements:
     except Exception as e:
         return f"(Gemini error fallback) {str(e)[:160]}"
 
-
 def generate_ai_insights(student_data: dict) -> str:
-    """Generates AI-driven insights based on student data."""
     if not student_data:
         return "Student data not available for generating insights."
 
@@ -268,7 +256,6 @@ Formatting requirements:
 
     return get_gemini_response(insights_prompt, student_data)
 
-
 # -----------------------------
 # Chat logic
 # -----------------------------
@@ -292,8 +279,19 @@ def chat(student_id: str, message: str) -> tuple[str, str, str]:
 # -----------------------------
 # Add / Update helpers
 # -----------------------------
-def create_student(**kwargs):
-    data = {k: (v.split(",") if "methods" in k or "groups" in k else v) for k, v in kwargs.items()}
+FIELDS = [
+    "learning_style","academic_progress","personality","interests","goals","level",
+    "preferred_methods","iq_level","eq_level","decision_making_style",
+    "motivation_level","preferred_study_environment","community_groups"
+]
+
+def create_student(*args):
+    data = {}
+    for k, v in zip(FIELDS, args):
+        if "methods" in k or "groups" in k:
+            data[k] = v.split(",") if v else []
+        else:
+            data[k] = v
     new_id = add_student(data)
     return (
         f"🎉 Created {new_id}",
@@ -303,11 +301,16 @@ def create_student(**kwargs):
 
 def load_student_to_form(student_id: str):
     s = get_student(student_id)
-    if not s: return [""] * 13
+    if not s: return [""] * len(FIELDS)
     return [", ".join(v) if isinstance(v, list) else v for v in s.values()]
 
-def apply_update(student_id, **kwargs):
-    updates = {k: (v.split(",") if "methods" in k or "groups" in k else v) for k, v in kwargs.items()}
+def apply_update(student_id, *args):
+    updates = {}
+    for k, v in zip(FIELDS, args):
+        if "methods" in k or "groups" in k:
+            updates[k] = v.split(",") if v else []
+        else:
+            updates[k] = v
     msg = update_student(student_id, updates)
     return msg, json.dumps(get_student(student_id) or {}, ensure_ascii=False, indent=2)
 
@@ -341,10 +344,7 @@ with gr.Blocks(theme=THEME, css=CUSTOM_CSS) as demo:
         ask_btn.click(fn=chat, inputs=[student_dd, user_msg], outputs=[roadmap_out, insights_out, chatbot_out])
 
     with gr.Tab("➕ Add Student"):
-        fields = {k: gr.Textbox(label=k.replace("_", " ").title()) for k in
-                  ["learning_style","academic_progress","personality","interests","goals","level",
-                   "preferred_methods","iq_level","eq_level","decision_making_style",
-                   "motivation_level","preferred_study_environment","community_groups"]}
+        fields = {k: gr.Textbox(label=k.replace("_", " ").title()) for k in FIELDS}
         create_btn = gr.Button("Create Profile", variant="primary")
         status_new = gr.Textbox(label="Status")
         preview_new = gr.Textbox(label="Saved Profile", lines=10)
@@ -353,10 +353,7 @@ with gr.Blocks(theme=THEME, css=CUSTOM_CSS) as demo:
     with gr.Tab("✏️ Update Student"):
         target_id = gr.Dropdown(label="Student", choices=list_student_ids() or [])
         load_btn = gr.Button("Load Profile")
-        upd_fields = {k: gr.Textbox(label=k.replace("_", " ").title()) for k in
-                      ["learning_style","academic_progress","personality","interests","goals","level",
-                       "preferred_methods","iq_level","eq_level","decision_making_style",
-                       "motivation_level","preferred_study_environment","community_groups"]}
+        upd_fields = {k: gr.Textbox(label=k.replace("_", " ").title()) for k in FIELDS}
         save_btn = gr.Button("Save Changes", variant="primary")
         status_upd = gr.Textbox(label="Status")
         preview_upd = gr.Textbox(label="Updated Profile", lines=10)
@@ -364,4 +361,4 @@ with gr.Blocks(theme=THEME, css=CUSTOM_CSS) as demo:
         save_btn.click(fn=apply_update, inputs=[target_id]+list(upd_fields.values()), outputs=[status_upd, preview_upd])
 
 if __name__ == "__main__":
-    demo.launch()
+    demo.launch()