Update app.py

app.py

@@ -41,15 +41,15 @@ from utils import bm25_tokenize
 # Search function (UI entry)
 # -----------------------------
 
-def search_hadith(query):
+def search_hadith(query, top_k):
     if query.strip() == "":
-        return pd.DataFrame(columns=["الموضوع", "نص الحديث"])
-    preprocess_query = bm25_tokenize(query)
+        return pd.DataFrame(columns=["الموضوع", "نص الحديث", "hadith page on Islamweb.net"])
+    
     results_df, _ = hybrid_search_fixed(
         query=query,
         df=df,
         bm25=bm25,
-        preprocess_query= preprocess_query,
+        preprocess_query=bm25_tokenize,
         model=model,
         hadith_embeddings=hadith_embeddings,
         anchor_index=anchor_index,
@@ -58,11 +58,11 @@ def search_hadith(query):
         top_k=int(top_k)
     )
 
-    return results_df[["main_subj", "clean_text","url"]] \
+    return results_df[["main_subj", "clean_text", "url"]] \
         .rename(columns={
             "main_subj": "الموضوع",
             "clean_text": "نص الحديث",
-            "url":"hadith page on Islamweb.net"
+            "url": "hadith page on Islamweb.net"
         })