diff --git a/src/vectorcode/subcommands/query/reranker.py b/src/vectorcode/subcommands/query/reranker.py
index 335ff3f2..a9713809 100644
--- a/src/vectorcode/subcommands/query/reranker.py
+++ b/src/vectorcode/subcommands/query/reranker.py
@@ -71,7 +71,9 @@ def rerank(self, results: QueryResult) -> list[str]:
             chunk_metas = results["metadatas"][query_chunk_idx]
             chunk_docs = results["documents"][query_chunk_idx]
             ranks = self.model.rank(
-                self.query_chunks[query_chunk_idx], chunk_docs, apply_softmax=True
+                str(self.query_chunks[query_chunk_idx]),
+                list(str(i) for i in chunk_docs),
+                apply_softmax=True,
             )
             for rank in ranks:
                 if QueryInclude.chunk in self.configs.include: