updated

app.py

@@ -1880,7 +1880,9 @@ with gr.Blocks(theme=gr.themes.Soft()) as demo:
         )
     
         # Generate first question
+        start = time.time()
         first_q = groq_llm.predict(prompt)
+        print("⏱️ Groq LLM Response Time:", round(time.time() - start, 2), "seconds")
         q_eval = {
             "Score": "N/A",
             "Reasoning": "Skipped to reduce processing time",
@@ -1982,7 +1984,9 @@ with gr.Blocks(theme=gr.themes.Soft()) as demo:
                 seniority=data["seniority"], difficulty_adjustment=state["difficulty_adjustment"],
                 voice_label="neutral"
             )
+            start = time.time()
             next_q = groq_llm.predict(prompt)
+            print("⏱️ Groq LLM Response Time:", round(time.time() - start, 2), "seconds")
             q_eval = eval_question_quality(next_q, data["job_role"], data["seniority"], None)
             state["questions"].append(next_q)
             state["question_evaluations"].append(q_eval)