Update app.py

app.py

@@ -150,17 +150,18 @@ async def predict(query):
         # Perform hybrid search for each query
         # this will result in a dictionary of re-ranked search results for each query
         process_time = time.time()
-    
-        product_list = copy.deepcopy(request_json)
-        keyword_scores = await check_validity(query, keyword_search)
-        semantic_scores = await semantic_search(query, doc_embeddings)
-        hybrid_scores = hybrid_search(keyword_scores, semantic_scores)
-        product_list = is_cheapest(query=query, request_json=product_list)
-        for product in product_list:
-            del product['categoryName'], product['providerName'], product['brandName'], product['productId'], product['key'], product['productOldPrice'], product['imageUrl'], product['currency'], product['providerLogo'], product['productUrl'], product['productRatingCount'], product['productRating'], product['productType']
-        results = rerank_results(
-            request_json=product_list, hybrid_scores=hybrid_scores
-            )
+
+        for query in normalized_query_list:
+            product_list = copy.deepcopy(request_json)
+            keyword_scores = await check_validity(query, keyword_search)
+            semantic_scores = await semantic_search(query, doc_embeddings)
+            hybrid_scores = hybrid_search(keyword_scores, semantic_scores)
+            product_list = is_cheapest(query=query, request_json=product_list)
+            for product in product_list:
+                del product['categoryName'], product['providerName'], product['brandName'], product['productId'], product['key'], product['productOldPrice'], product['imageUrl'], product['currency'], product['providerLogo'], product['productUrl'], product['productRatingCount'], product['productRating'], product['productType']
+            results = rerank_results(
+                request_json=product_list, hybrid_scores=hybrid_scores
+                )
     
         process_end_time = time.time()
         process_time_taken = process_end_time - process_time