diff --git a/README.md b/README.md
index c0a16d3..9782459 100644
--- a/README.md
+++ b/README.md
@@ -418,8 +418,8 @@ func StringSlice(slice interface{}) []string //convert value to string slice
 func Unique(slice interface{}) interface{} //remove duplicate elements in slice
 func Union(slices ...interface{}) interface{} //Union creates a slice of unique values, in order, from all given slices. using == for equality comparisons.
 func UpdateByIndex(slice interface{}, index int, value interface{}) (interface{}, error) //update the slice element at index.
-func Without(slice interface{}, values ...interface{}) interface{} //creates a slice excluding all given values
-func GroupBy(slice, function interface{}) (interface{}, interface{}) // groups slice into two categories
+func Without[T comparable](slice []T, values ...T) []T//creates a slice excluding all given values
+func GroupBy[T any](slice []T, fn func(index int, t T) bool) ([]T, []T) // groups slice into two categories
 func Count[T any](slice []T, fn func(index int, t T) bool) int // Count iterates over elements of slice, returns a count of all matched elements
 ```
 
diff --git a/README_zh-CN.md b/README_zh-CN.md
index ca085b1..751aa40 100644
--- a/README_zh-CN.md
+++ b/README_zh-CN.md
@@ -419,8 +419,8 @@ func StringSlice(slice interface{}) []string //转为string切片
 func Unique(slice interface{}) interface{} //去重切片
 func Union(slices ...interface{}) interface{} //slice并集, 去重
 func UpdateByIndex(slice interface{}, index int, value interface{}) (interface{}, error) //在切片中index位置更新value
-func Without(slice interface{}, values ...interface{}) interface{} //slice去除values
-func GroupBy(slice, function interface{}) (interface{}, interface{}) //根据函数function的逻辑分slice为两组slice
+func Without[T comparable](slice []T, values ...T) []T//slice去除values
+func GroupBy[T any](slice []T, fn func(index int, t T) bool) ([]T, []T) //根据函数function的逻辑分slice为两组slice
 func Count[T any](slice []T, fn func(index int, t T) bool) int //遍历slice的元素，返回所有匹配元素的计数
 ```
 
diff --git a/function/watcher_test.go b/function/watcher_test.go
index f59772c..2660a29 100644
--- a/function/watcher_test.go
+++ b/function/watcher_test.go
@@ -24,7 +24,7 @@ func TestWatcher(t *testing.T) {
 	assert.Equal(false, w.excuting)
 
 	w.Reset()
-	
+
 	assert.Equal(int64(0), w.startTime)
 	assert.Equal(int64(0), w.stopTime)
 }
diff --git a/myconstraints/constraints.go b/myconstraints/constraints.go
index eeca350..6e25096 100644
--- a/myconstraints/constraints.go
+++ b/myconstraints/constraints.go
@@ -1,6 +1,5 @@
 package myconstraints
 
-
 type Number interface {
-    int | int8 | int16 | int32 | int64 | uint | uint8 | uint16 | uint32 | uint64 | uintptr | float32 | float64 | complex64 | complex128
+	int | int8 | int16 | int32 | int64 | uint | uint8 | uint16 | uint32 | uint64 | uintptr | float32 | float64 | complex64 | complex128
 }
diff --git a/slice/slice.go b/slice/slice.go
index 59b2f2b..832af67 100644
--- a/slice/slice.go
+++ b/slice/slice.go
@@ -144,28 +144,29 @@ func Count[T any](slice []T, fn func(index int, t T) bool) int {
 
 // GroupBy iterate over elements of the slice, each element will be group by criteria, returns two slices
 // The function signature should be func(index int, value interface{}) bool .
-func GroupBy(slice, function interface{}) (interface{}, interface{}) {
-	sv := sliceValue(slice)
-	fn := functionValue(function)
+func GroupBy[T any](slice []T, fn func(index int, t T) bool) ([]T, []T) {
 
-	elemType := sv.Type().Elem()
-	if checkSliceCallbackFuncSignature(fn, elemType, reflect.ValueOf(true).Type()) {
-		panic("function param should be of type func(int, " + elemType.String() + ")" + reflect.ValueOf(true).Type().String())
+	if fn == nil {
+		panic("fn is missing")
 	}
 
-	groupB := reflect.MakeSlice(sv.Type(), 0, 0)
-	groupA := reflect.MakeSlice(sv.Type(), 0, 0)
+	if len(slice) == 0 {
+		return make([]T, 0), make([]T, 0)
+	}
 
-	for i := 0; i < sv.Len(); i++ {
-		flag := fn.Call([]reflect.Value{reflect.ValueOf(i), sv.Index(i)})[0]
-		if flag.Bool() {
-			groupA = reflect.Append(groupA, sv.Index(i))
+	groupB := make([]T, 0)
+	groupA := make([]T, 0)
+
+	for i, v := range slice {
+		ok := fn(i, v)
+		if ok {
+			groupA = append(groupA, v)
 		} else {
-			groupB = reflect.Append(groupB, sv.Index(i))
+			groupB = append(groupB, v)
 		}
 	}
 
-	return groupA.Interface(), groupB.Interface()
+	return groupA, groupB
 }
 
 // Find iterates over elements of slice, returning the first one that passes a truth test on function.
@@ -587,24 +588,17 @@ func reverseSlice(slice interface{}) {
 }
 
 // Without creates a slice excluding all given values
-func Without(slice interface{}, values ...interface{}) interface{} {
-	sv := sliceValue(slice)
-	if sv.Len() == 0 {
+func Without[T comparable](slice []T, values ...T) []T {
+	if len(values) == 0 || len(slice) == 0 {
 		return slice
 	}
 
-	var indexes []int
-	for i := 0; i < sv.Len(); i++ {
-		v := sv.Index(i).Interface()
+	out := make([]T, 0, len(slice))
+	for _, v := range slice {
 		if !Contain(values, v) {
-			indexes = append(indexes, i)
+			out = append(out, v)
 		}
 	}
 
-	res := reflect.MakeSlice(sv.Type(), len(indexes), len(indexes))
-	for i := range indexes {
-		res.Index(i).Set(sv.Index(indexes[i]))
-	}
-
-	return res.Interface()
+	return out
 }