Add company overview synthesis when query mentions 'textilindo' without 95% match

app.py

@@ -493,6 +493,13 @@ Minimum purchase is 1 roll (67-70 yards)."""
                 logger.info(f"Using high-quality training data match (similarity: {similarity_score:.2f})")
                 return training_match.get('output', '')
         
+        # If user asks generally about Textilindo, synthesize an overview from training data
+        if "textilindo" in user_message.lower():
+            overview = self.get_company_overview()
+            if overview:
+                logger.info("Returning company overview synthesized from training data")
+                return overview
+        
         # If no high similarity match, use AI model
         logger.info(f"No high similarity match, using AI model for: {user_message[:50]}...")
         
@@ -592,6 +599,54 @@ Minimum purchase is 1 roll (67-70 yards)."""
                 return training_match.get('output', '')
             return self.get_fallback_response(user_message)
     
+    def get_company_overview(self) -> str:
+        """Build a short Textilindo overview from available training data."""
+        try:
+            location = None
+            hours = None
+            shipping = None
+            catalog = None
+            min_order = None
+            products = None
+            
+            for item in self.data_loader.training_data:
+                instr = (item.get('instruction') or '').lower()
+                out = (item.get('output') or '').strip()
+                if not out:
+                    continue
+                if location is None and any(k in instr for k in ["lokasi", "alamat", "dimana textilindo", "lokasi mana"]):
+                    location = out
+                if hours is None and any(k in instr for k in ["jam", "operasional", "buka"]):
+                    hours = out
+                if shipping is None and any(k in instr for k in ["ongkir", "pengiriman", "kirim"]):
+                    shipping = out
+                if catalog is None and any(k in instr for k in ["katalog", "pdf", "buku"]):
+                    catalog = out
+                if min_order is None and any(k in instr for k in ["minimal order", "ketentuan pembelian", "per roll", "ecer"]):
+                    min_order = out
+                if products is None and any(k in instr for k in ["produk", "kain", "bahan"]):
+                    products = out
+            
+            parts = []
+            if location:
+                parts.append(f"Alamat: {location}")
+            if hours:
+                parts.append(f"Jam operasional: {hours}")
+            if shipping:
+                parts.append(f"Pengiriman: {shipping}")
+            if min_order:
+                parts.append(f"Pembelian: {min_order}")
+            if catalog:
+                parts.append(f"Katalog: {catalog}")
+            if products:
+                parts.append(f"Produk: {products}")
+            
+            if parts:
+                return "Tentang Textilindo — " + " | ".join(parts)
+            return "Textilindo adalah perusahaan tekstil. Tanyakan lokasi, jam operasional, katalog, produk, atau pengiriman untuk info detail."
+        except Exception as e:
+            logger.error(f"Error building company overview: {e}")
+            return "Textilindo adalah perusahaan tekstil. Tanyakan detail spesifik yang Anda butuhkan."
     def get_fallback_response(self, user_message: str) -> str:
         """Fallback response when no training data match and no API available"""
         # Try to give a more contextual response based on the question