Update app.py

app.py

@@ -116,8 +116,8 @@ def create_faiss_index(_text_chunks, _embedding_model):
         if embeddings.ndim == 1:
             embeddings = embeddings.reshape(1, -1)
         if embeddings.shape[0] == 0:
-             st.warning("No embeddings were generated for FAISS index.")
-             return None, []
+            st.warning("No embeddings were generated for FAISS index.")
+            return None, []
         dimension = embeddings.shape[1]
         index = faiss.IndexFlatL2(dimension)
         index.add(np.array(embeddings, dtype=np.float32))
@@ -161,9 +161,10 @@ def get_product_info(query, products_data):
     query_lower = query.lower()
     found_products = []
     for product in products_data:
-        if query_lower in (product.get("name", "").lower()) or \
-           query_lower in (product.get("description", "").lower()) or \
-           query_lower == (product.get("product_id", "").lower()):
+        # Changed keys to match Products.json
+        if query_lower in (product.get("Product_Name", "").lower()) or \
+           query_lower in (product.get("Product_Type", "").lower()) or \
+           query_lower == (product.get("Product_ID", "").lower()):
             found_products.append(product)
     if found_products:
         return json.dumps(found_products, indent=2)
@@ -229,7 +230,7 @@ def initialize_twilio_client(acc_sid, auth_tkn): # Changed parameter names
         return None
 
 def get_new_whatsapp_messages(twilio_client, conversation_service_sid_val, bot_start_time_utc, # Renamed
-                              processed_message_sids, bot_whatsapp_identity_val): # Renamed
+                               processed_message_sids, bot_whatsapp_identity_val): # Renamed
     """Fetches new, unanswered WhatsApp messages from Twilio Conversations."""
     if not twilio_client:
         st.warning("Twilio client not initialized.")