Upload app.py

app.py

@@ -391,8 +391,8 @@ def classify_solution_stream(question: str, solution: str):
 
     try:
         # ---------- Stage 1: Conceptual ----------
-        log.append("⏳ **Stage 1: Initial check**")
-        yield "⏳ Working…", "Starting initial check…", render(log)
+        log.append("⏳ **Stage 1: Conceptual check**")
+        yield "⏳ Working…", "Starting initial conceptual check…", render(log)
 
         conceptual = run_conceptual_check(question, solution, classifier_model, classifier_tokenizer)
         pred = conceptual["prediction"]
@@ -473,10 +473,10 @@ with gr.Blocks(title="Math Solution Classifier", theme=gr.themes.Soft()) as app:
     # -------- Examples --------
     gr.Examples(
         examples=[
-            ["Solve for x: 2x + 5 = 13",
-             "2x + 5 = 13\n2x = 13 - 5\n2x = 8\nx = 4"],
-            ["John has three apples and Mary has seven, how many apples do they have together?",
+        ["John has three apples and Mary has seven, how many apples do they have together?",
              "They have 7 + 3 = 11 apples."],
+        ["A tank holds 60 liters of fuel. A generator uses fuel at a rate of 5 liters per hour. After running for 9 hours, how many liters are still in the tank?",
+"The generator uses 5 L/h × 9 h = 45 L of fuel in 9 hours. The, there remain 60 L + 45 L = 105 L in the tank. Final answer: 105 L"],
             ["What is 15% of 200?",
              "15% = 15/100 = 0.15\n0.15 × 200 = 30"],
         ],