diff --git a/rag/nlp/search.py b/rag/nlp/search.py
index ea8340629..914b49c20 100644
--- a/rag/nlp/search.py
+++ b/rag/nlp/search.py
@@ -348,7 +348,7 @@ class Dealer:
             ins_tw.append(tks)
 
         tksim = self.qryr.token_similarity(keywords, ins_tw)
-        vtsim,_ = rerank_mdl.similarity(" ".join(keywords), [rmSpace(" ".join(tks)) for tks in ins_tw])
+        vtsim,_ = rerank_mdl.similarity(query, [rmSpace(" ".join(tks)) for tks in ins_tw])
 
         return tkweight*np.array(tksim) + vtweight*vtsim, tksim, vtsim