diff --git a/rig-qdrant/src/lib.rs b/rig-qdrant/src/lib.rs
index 038ec41..cb21627 100644
--- a/rig-qdrant/src/lib.rs
+++ b/rig-qdrant/src/lib.rs
@@ -29,7 +29,7 @@ impl<M: EmbeddingModel> QdrantVectorStore<M> {
     /// * `client` - Qdrant client instance
     /// * `model` - Embedding model instance
     /// * `query_params` - Search parameters for vector queries
-    ///  Reference: <https://api.qdrant.tech/v-1-12-x/api-reference/search/query-points>
+    ///   Reference: <https://api.qdrant.tech/v-1-12-x/api-reference/search/query-points>
     pub fn new(client: Qdrant, model: M, query_params: QueryPoints) -> Self {
         Self {
             client,