Update app.py

app.py

@@ -299,56 +299,49 @@ class UniversalProcurementAgent:
         self.analytics = ProcurementAnalytics(po_df)
 
     def executive_summary(self) -> str:
-        if not self.llm.available:
-            return self._rule_summary()
-        k = self.analytics.kpis()
-        top_cats = self.analytics.top_n_categories(3)
-        top_vens = self.analytics.top_n_vendors(3)
-        data_summary = {
-            "total_spend": k['total_spend'],
-            "total_orders": int(len(self.po_data)),
-            "vendor_count": int(self.po_data['vendor'].nunique()),
-            "avg_order_value": k['avg_order_value'],
-            "on_time_delivery": k['on_time_rate'],
-            "avg_quality": k['quality_avg'],
-            "top_categories": top_cats,
-            "top_vendors": top_vens,
-        }
-        messages = [
-            {
-                "role": "system",
-                "content": (
-                    "You are a senior procurement analyst. Use bullet points, be concise, "
-                    "and always use the ₹ symbol. When summarizing, include top categories "
-                    "and vendors with percentages, then 2-3 quantified actions."
-                ),
-            },
-            {
-                "role": "user",
-                "content": (
-                    {
-    "role": "user",
-    "content": (
-        "Executive summary. Format amounts with commas (e.g., ₹12,34,567).\n\n"
-        f"Data: {json.dumps(data_summary)}"
-    ),
-},
+    if not self.llm.available:
+        return self._rule_summary()
+
+    k = self.analytics.kpis()
+    top_cats = self.analytics.top_n_categories(3)
+    top_vens = self.analytics.top_n_vendors(3)
+    data_summary = {
+        "total_spend": k['total_spend'],
+        "total_orders": int(len(self.po_data)),
+        "vendor_count": int(self.po_data['vendor'].nunique()),
+        "avg_order_value": k['avg_order_value'],
+        "on_time_delivery": k['on_time_rate'],
+        "avg_quality": k['quality_avg'],
+        "top_categories": top_cats,
+        "top_vendors": top_vens,
+    }
 
+    messages = [
+        {
+            "role": "system",
+            "content": (
+                "You are a senior procurement analyst. Use bullet points, be concise, "
+                "and always use the ₹ symbol. When summarizing, include top categories "
+                "and vendors with percentages, then 2-3 quantified actions."
+            ),
+        },
+        {
+            "role": "user",
+            "content": (
+                "Executive summary. Format amounts with commas (e.g., ₹12,34,567).\n\n"
+                f"Data: {json.dumps(data_summary)}"
+            ),
+        },
+    ]
 
-"
-                    + f"Data: {json.dumps(data_summary)}"
-                ),
-            },
-        ]
-        try:
-            return (
-                "🧠 **[AI-Powered Analysis]**
+    try:
+        return (
+            "🧠 **[AI-Powered Analysis]**\n\n"
+            + self.llm.chat(messages, max_tokens=550)
+        )
+    except Exception as e:
+        return self._rule_summary() + f"\n\n*AI fallback due to: {e}*"
 
-"
-                + self.llm.chat(messages, max_tokens=550)
-            )
-        except Exception as e:
-            return self._rule_summary() + f"
 
 *AI fallback due to: {e}*"