Update app.py

app.py

@@ -401,9 +401,32 @@ prompt_templates = PromptTemplates(
         report="Generate final decision: {results}"
     ),
     final_answer=FinalAnswerPromptTemplate(
-        pre_messages="Summarize the final claim decision based on your tools.",
-        post_messages="Output clearly formatted decision.",
-        final_answer_template="""### ⚖️ Final Adjudication Result\n\n{final_answer}"""
+        
+        pre_messages="""Summarize the final claim decision based on your tools.
+        Format the result in markdown using:
+        - A headline that is exactly one of:
+        - ## ✅ Claim Approved
+        - ## ⚠️ Claim Needs Review
+        - ## ❌ Claim Denied
+
+        Then show these values on separate lines:
+        - **Claim Number:** ...
+        - **Recommended Payout:** ...
+        - **Deductible:** ...
+        - **Confidence Score:** ...
+        - **Confidence Summary:** ...
+
+        Then include these sections:
+        - ### Coverage Summary
+        - ### Confidence Summary
+        - ### Notes
+
+        Use readable spacing and line breaks.
+        Use the approved headline when the claim is covered and confidence is reasonably strong.
+        Use the needs review headline when the claim is uncertain, borderline, or lower confidence.
+        Use the denied headline when the claim is not covered.""",
+        post_messages="Output clearly formatted decision in markdown.",
+        final_answer_template="""{final_answer}"""
     )
 )