Update app.py

app.py

@@ -480,19 +480,22 @@ def analyze_full_trace(json_input):
 
         confidence_result, confidence_data = analyze_confidence_signature(logprobs, tokens)
         pivot_result, pivot_data = detect_interpretation_pivots(logprobs, tokens)
-        entropy_result, entropy_data = calculate_decision_entropy(logprobs, tokens)  # Pass tokens explicitly
+        entropy_result, entropy_data = calculate_decision_entropy(logprobs, tokens)
         conclusion_result, conclusion_data = analyze_conclusion_competition(logprobs, tokens)
         verification_result, verification_data = analyze_verification_signals(logprobs, tokens)
         inversion_result, inversion_data = detect_semantic_inversions(logprobs, tokens)
 
-        # Updated HTML formatting to correctly unpack tuples and display all data
+        # Precompute the joined context strings for pivots to avoid backslashes in f-string expressions
+        pivot_details = ', '.join(f"Position: {pos}, Reconsideration: {rt}, Context: {' '.join(context)}" for pos, rt, context in pivot_data) if pivot_data else ""
+
+        # Updated HTML formatting without backslashes in f-string expressions
         analysis_html = f"""
         <h3>Trace Analysis Results</h3>
         <ul>
             <li><strong>Confidence Signature:</strong> {confidence_result}</li>
             {f"<ul><li>Details: {', '.join(f'Position: {pos}, Drop: {drop:.4f}, Token: {tok}' for pos, drop, tok in confidence_data)}</li></ul>" if confidence_data else ""}
             <li><strong>Interpretation Pivots:</strong> {pivot_result}</li>
-            {f"<ul><li>Details: {', '.join(f'Position: {pos}, Reconsideration: {rt}, Context: {\" \".join(context)}' for pos, rt, context in pivot_data)}</li></ul>" if pivot_data else ""}
+            {f"<ul><li>Details: {pivot_details}</li></ul>" if pivot_data else ""}
             <li><strong>Decision Entropy Spikes:</strong> {entropy_result}</li>
             {f"<ul><li>Details: {', '.join(f'Position: {idx}, Entropy: {entropy:.4f}, Token: {tok}' for idx, entropy, tok in entropy_data)}</li></ul>" if entropy_data else ""}
             <li><strong>Conclusion Competition:</strong> {conclusion_result}</li>