diff --git a/sdk-core/src/main/java/io/milvus/v2/service/vector/request/ranker/RRFRanker.java b/sdk-core/src/main/java/io/milvus/v2/service/vector/request/ranker/RRFRanker.java
index 68151b9af..e9c1a2d3f 100644
--- a/sdk-core/src/main/java/io/milvus/v2/service/vector/request/ranker/RRFRanker.java
+++ b/sdk-core/src/main/java/io/milvus/v2/service/vector/request/ranker/RRFRanker.java
@@ -51,6 +51,16 @@
  */
 @SuperBuilder
 public class RRFRanker extends CreateCollectionReq.Function {
+    // This constructor is to compatible with the old client code like:
+    //  new RRFRanker(10)
+    // Now it is deprecated, user should create a RRFRanker by builder style:
+    //  RRFRanker.builder().k(10).build()
+    @Deprecated
+    public RRFRanker(int k) {
+        super(CreateCollectionReq.Function.builder());
+        this.k = k;
+    }
+
     @Builder.Default
     private int k = 60;
 
diff --git a/sdk-core/src/main/java/io/milvus/v2/service/vector/request/ranker/WeightedRanker.java b/sdk-core/src/main/java/io/milvus/v2/service/vector/request/ranker/WeightedRanker.java
index eedd5fcb9..d2a7d7c1b 100644
--- a/sdk-core/src/main/java/io/milvus/v2/service/vector/request/ranker/WeightedRanker.java
+++ b/sdk-core/src/main/java/io/milvus/v2/service/vector/request/ranker/WeightedRanker.java
@@ -55,6 +55,16 @@
  */
 @SuperBuilder
 public class WeightedRanker extends CreateCollectionReq.Function {
+    // This constructor is to compatible with the old client code like:
+    //  new WeightedRanker(weights)
+    // Now it is deprecated, user should create a WeightedRanker by builder style:
+    //  WeightedRanker.builder().weights(weights).build()
+    @Deprecated
+    public WeightedRanker(List<Float> weights) {
+        super(CreateCollectionReq.Function.builder());
+        this.weights = weights;
+    }
+
     @Builder.Default
     private List<Float> weights = new ArrayList<>();