Update main.py

main.py

@@ -361,26 +361,25 @@ def extract_data(input_str):
         
 def perform_search_and_get_results_histroy_filter(collection_name, query, reference,limit=6):
 # Extract data from the reference
-article_number, paragraph_number, characters = extract_data(reference)
-print(article_number, paragraph_number, characters)
-# Construct filters
-filters = []
-if article_number:
-    filters.append(models.FieldCondition(key="article", match=models.MatchValue(value=article_number+'a')))
-if paragraph_number:
-    filters.append(models.FieldCondition(key="paragraph", match=models.MatchValue(value=paragraph_number+'a')))
-if characters:
-    filters.append(models.FieldCondition(key="characters", match=models.MatchValue(value=characters+'a')))
-
-# Perform the search
-history_results = client.search(
-    collection_name=collection_name,
-    query_filter=models.Filter(should=filters),
-    query_vector=model.encode(query).tolist(),
-    limit=1
-)
-
-return history_results
+    article_number, paragraph_number, characters = extract_data(reference)
+    # Construct filters
+    filters = []
+    if article_number:
+        filters.append(models.FieldCondition(key="article", match=models.MatchValue(value=article_number+'a')))
+    if paragraph_number:
+        filters.append(models.FieldCondition(key="paragraph", match=models.MatchValue(value=paragraph_number+'a')))
+    if characters:
+        filters.append(models.FieldCondition(key="characters", match=models.MatchValue(value=characters+'a')))
+    
+    # Perform the search
+    history_results = client.search(
+        collection_name=collection_name,
+        query_filter=models.Filter(should=filters),
+        query_vector=model.encode(query).tolist(),
+        limit=1
+    )
+    
+    return history_results
     # Used function ends here : 
 @app.route('/history', methods=['OPTIONS'])
 def historyOptions():
@@ -399,7 +398,6 @@ def history():
         finale_result = []
         if messages:
             prompt = "\n".join([f"{msg['role']}: {msg['content']}" for msg in messages])
-            
             search_results = perform_search_and_get_results('history', prompt)
             for result in search_results:
                 history_answers = result.payload['reponse'].splite(',')