Upload app.py

app.py

@@ -391,18 +391,18 @@ def classify_solution_stream(question: str, solution: str):
 
     try:
         # ---------- Stage 1: Conceptual ----------
-        log.append("⏳ **Stage 1: Conceptual check**")
-        yield "⏳ Working…", "Starting conceptual check…", render(log)
+        log.append("⏳ **Stage 1: Initial check**")
+        yield "⏳ Working…", "Starting initial check…", render(log)
 
         conceptual = run_conceptual_check(question, solution, classifier_model, classifier_tokenizer)
         pred = conceptual["prediction"]
         conf = conceptual["probabilities"][pred]
-        log[-1] = f"✅ **Stage 1: Conceptual check** — prediction **{pred}** (p={conf:.2%})"
+        log[-1] = f"✅ **Stage 1: Conceptual check** — prediction: **{pred}** (p={conf:.2%})"
         yield "⏳ Working…", f"Stage 1: {pred} (p={conf:.2%}). Now checking calculations…", render(log)
 
         # ---------- Stage 2: Computational ----------
         log.append("⏳ **Stage 2: Computational check**")
-        yield "⏳ Working…", "Running computational check…", render(log)
+        yield "⏳ Working…", "Extracting and checking computations…", render(log)
 
         computational = run_computational_check(solution, gemma_model, gemma_tokenizer)