diff --git a/internal/util/indexparamcheck/ngram_index_checker.go b/internal/util/indexparamcheck/ngram_index_checker.go
index 65eaad885c..7d38136ea7 100644
--- a/internal/util/indexparamcheck/ngram_index_checker.go
+++ b/internal/util/indexparamcheck/ngram_index_checker.go
@@ -3,8 +3,10 @@ package indexparamcheck
 import (
 	"fmt"
 	"strconv"
+	"strings"
 
 	"github.com/milvus-io/milvus-proto/go-api/v2/schemapb"
+	"github.com/milvus-io/milvus/pkg/v2/common"
 	"github.com/milvus-io/milvus/pkg/v2/util/merr"
 	"github.com/milvus-io/milvus/pkg/v2/util/typeutil"
 )
@@ -27,6 +29,19 @@ func (c *NgramIndexChecker) CheckTrain(dataType schemapb.DataType, elementType s
 		return merr.WrapErrParameterInvalidMsg("Ngram index can only be created on VARCHAR or JSON field")
 	}
 
+	// For JSON field with ngram index, json_cast_type must be VARCHAR
+	if dataType == schemapb.DataType_JSON {
+		castType, exists := params[common.JSONCastTypeKey]
+		if !exists {
+			return merr.WrapErrParameterInvalidMsg("JSON field with ngram index must specify json_cast_type")
+		}
+		// Normalize cast type to uppercase for comparison
+		castType = strings.ToUpper(strings.TrimSpace(castType))
+		if castType != "VARCHAR" {
+			return merr.WrapErrParameterInvalidMsg("JSON field with ngram index only supports VARCHAR cast type, got: %s", castType)
+		}
+	}
+
 	minGramStr, minGramExist := params[MinGramKey]
 	maxGramStr, maxGramExist := params[MaxGramKey]
 	if !minGramExist || !maxGramExist {
diff --git a/internal/util/indexparamcheck/ngram_index_checker_test.go b/internal/util/indexparamcheck/ngram_index_checker_test.go
new file mode 100644
index 0000000000..49012c379d
--- /dev/null
+++ b/internal/util/indexparamcheck/ngram_index_checker_test.go
@@ -0,0 +1,123 @@
+package indexparamcheck
+
+import (
+	"testing"
+
+	"github.com/stretchr/testify/assert"
+
+	"github.com/milvus-io/milvus-proto/go-api/v2/schemapb"
+	"github.com/milvus-io/milvus/pkg/v2/common"
+)
+
+func Test_NgramIndexChecker_CheckTrain(t *testing.T) {
+	checker := newNgramIndexChecker()
+
+	t.Run("valid ngram on varchar", func(t *testing.T) {
+		params := map[string]string{
+			MinGramKey: "2",
+			MaxGramKey: "3",
+		}
+		err := checker.CheckTrain(schemapb.DataType_VarChar, schemapb.DataType_None, params)
+		assert.NoError(t, err)
+	})
+
+	t.Run("valid ngram on json with varchar cast", func(t *testing.T) {
+		testCases := []string{"VARCHAR", "varchar", "VarChar", "  VARCHAR  "}
+		for _, castType := range testCases {
+			params := map[string]string{
+				MinGramKey:             "2",
+				MaxGramKey:             "3",
+				common.JSONCastTypeKey: castType,
+			}
+			err := checker.CheckTrain(schemapb.DataType_JSON, schemapb.DataType_None, params)
+			assert.NoError(t, err)
+		}
+	})
+
+	t.Run("invalid ngram on json without cast type", func(t *testing.T) {
+		params := map[string]string{
+			MinGramKey: "2",
+			MaxGramKey: "3",
+		}
+		err := checker.CheckTrain(schemapb.DataType_JSON, schemapb.DataType_None, params)
+		assert.Error(t, err)
+		assert.Contains(t, err.Error(), "JSON field with ngram index must specify json_cast_type")
+	})
+
+	t.Run("invalid ngram on json with non-varchar cast type", func(t *testing.T) {
+		invalidTypes := []string{"INT64", "FLOAT", "BOOL", "ARRAY"}
+		for _, castType := range invalidTypes {
+			params := map[string]string{
+				MinGramKey:             "2",
+				MaxGramKey:             "3",
+				common.JSONCastTypeKey: castType,
+			}
+			err := checker.CheckTrain(schemapb.DataType_JSON, schemapb.DataType_None, params)
+			assert.Error(t, err)
+			assert.Contains(t, err.Error(), "JSON field with ngram index only supports VARCHAR cast type")
+			assert.Contains(t, err.Error(), castType)
+		}
+	})
+
+	t.Run("invalid ngram params", func(t *testing.T) {
+		testCases := []struct {
+			name   string
+			params map[string]string
+			errMsg string
+		}{
+			{
+				name:   "missing min_gram",
+				params: map[string]string{MaxGramKey: "3"},
+				errMsg: "Ngram index must specify both min_gram and max_gram",
+			},
+			{
+				name:   "non-integer min_gram",
+				params: map[string]string{MinGramKey: "abc", MaxGramKey: "3"},
+				errMsg: "min_gram for Ngram index must be an integer",
+			},
+			{
+				name:   "min_gram > max_gram",
+				params: map[string]string{MinGramKey: "5", MaxGramKey: "3"},
+				errMsg: "invalid min_gram or max_gram value",
+			},
+		}
+
+		for _, tc := range testCases {
+			err := checker.CheckTrain(schemapb.DataType_VarChar, schemapb.DataType_None, tc.params)
+			assert.Error(t, err)
+			assert.Contains(t, err.Error(), tc.errMsg)
+		}
+	})
+}
+
+func Test_NgramIndexChecker_CheckValidDataType(t *testing.T) {
+	checker := newNgramIndexChecker()
+
+	t.Run("valid data types", func(t *testing.T) {
+		validTypes := []schemapb.DataType{
+			schemapb.DataType_VarChar,
+			schemapb.DataType_JSON,
+		}
+		for _, dtype := range validTypes {
+			field := &schemapb.FieldSchema{DataType: dtype}
+			err := checker.CheckValidDataType(IndexNGRAM, field)
+			assert.NoError(t, err)
+		}
+	})
+
+	t.Run("invalid data types", func(t *testing.T) {
+		invalidTypes := []schemapb.DataType{
+			schemapb.DataType_Int64,
+			schemapb.DataType_Float,
+			schemapb.DataType_Bool,
+			schemapb.DataType_Array,
+			schemapb.DataType_FloatVector,
+		}
+		for _, dtype := range invalidTypes {
+			field := &schemapb.FieldSchema{DataType: dtype}
+			err := checker.CheckValidDataType(IndexNGRAM, field)
+			assert.Error(t, err)
+			assert.Contains(t, err.Error(), "ngram index can only be created on VARCHAR or JSON field")
+		}
+	})
+}
diff --git a/tests/python_client/testcases/indexes/idx_ngram.py b/tests/python_client/testcases/indexes/idx_ngram.py
index b8dc6ec43f..dd46c9944e 100644
--- a/tests/python_client/testcases/indexes/idx_ngram.py
+++ b/tests/python_client/testcases/indexes/idx_ngram.py
@@ -177,7 +177,7 @@ class NGRAM:
                 "max_gram": 3,
                 "json_path": "json_field['body']"
             },
-            "expected": {"err_code": 999, "err_msg": "json_cast_type not found"}
+            "expected": {"err_code": 999, "err_msg": "JSON field with ngram index must specify json_cast_type"}
         },
         {
             "description": "JSON field missing json_path",