diff --git a/pkg/client/client.go b/pkg/client/client.go
index dda5f26a..c818a992 100644
--- a/pkg/client/client.go
+++ b/pkg/client/client.go
@@ -918,7 +918,12 @@ func (c *KpmClient) AcquireTheLatestOciVersion(ociSource pkg.Oci) (string, error
 // Download will download the dependency to the local path.
 func (c *KpmClient) Download(dep *pkg.Dependency, homePath, localPath string) (*pkg.Dependency, error) {
 	if dep.Source.Git != nil {
-		_, err := c.DownloadFromGit(dep.Source.Git, localPath)
+		err := c.DepDownloader.Download(*downloader.NewDownloadOptions(
+			downloader.WithLocalPath(localPath),
+			downloader.WithSource(dep.Source),
+			downloader.WithLogWriter(c.logWriter),
+			downloader.WithSettings(c.settings),
+		))
 		if err != nil {
 			return nil, err
 		}
diff --git a/pkg/client/client_test.go b/pkg/client/client_test.go
index d63e270e..d4803b7d 100644
--- a/pkg/client/client_test.go
+++ b/pkg/client/client_test.go
@@ -50,7 +50,7 @@ func initTestDir(subDir string) string {
 	return testDir
 }
 
-// TestDownloadGit test download from oci registry.
+// TestDownloadOci test download from oci registry.
 func TestDownloadOci(t *testing.T) {
 	testPath := filepath.Join(getTestDir("download"), "helloworld_0.1.2")
 	err := os.MkdirAll(testPath, 0755)
diff --git a/pkg/downloader/downloader.go b/pkg/downloader/downloader.go
index 24a17125..e0b4a4a5 100644
--- a/pkg/downloader/downloader.go
+++ b/pkg/downloader/downloader.go
@@ -4,10 +4,8 @@ import (
 	"errors"
 	"fmt"
 	"io"
-	"path/filepath"
 
 	v1 "github.com/opencontainers/image-spec/specs-go/v1"
-	"kcl-lang.io/kpm/pkg/constants"
 	"kcl-lang.io/kpm/pkg/git"
 	"kcl-lang.io/kpm/pkg/oci"
 	pkg "kcl-lang.io/kpm/pkg/package"
@@ -170,7 +168,7 @@ func (d *GitDownloader) Download(opts DownloadOptions) error {
 		git.WithBranch(gitSource.Branch),
 		git.WithTag(gitSource.Tag),
 		git.WithRepoURL(gitSource.Url),
-		git.WithLocalPath(filepath.Join(opts.LocalPath, constants.GitEntry)),
+		git.WithLocalPath(opts.LocalPath),
 	)
 
 	if err != nil {
diff --git a/pkg/downloader/downloader_test.go b/pkg/downloader/downloader_test.go
index 8f0e3652..bc16d845 100644
--- a/pkg/downloader/downloader_test.go
+++ b/pkg/downloader/downloader_test.go
@@ -21,10 +21,13 @@ func getTestDir(subDir string) string {
 }
 
 func TestOciDownloader(t *testing.T) {
-	path := getTestDir("test_oci")
+	path_oci := getTestDir("test_oci")
+	if err := os.MkdirAll(path_oci, os.ModePerm); err != nil {
+		t.Fatal(err)
+	}
 
 	defer func() {
-		_ = os.RemoveAll(path)
+		_ = os.RemoveAll(path_oci)
 	}()
 
 	ociDownloader := OciDownloader{
@@ -39,9 +42,32 @@ func TestOciDownloader(t *testing.T) {
 				Tag:  "0.0.3",
 			},
 		}),
-		WithLocalPath(path),
+		WithLocalPath(path_oci),
+	))
+
+	assert.Equal(t, err, nil)
+	assert.Equal(t, true, utils.DirExists(filepath.Join(path_oci, "artifact.tgz")))
+
+	path_git := getTestDir("test_git")
+	if err := os.MkdirAll(path_oci, os.ModePerm); err != nil {
+		t.Fatal(err)
+	}
+
+	defer func() {
+		_ = os.RemoveAll(path_git)
+	}()
+
+	gitDownloader := GitDownloader{}
+
+	err = gitDownloader.Download(*NewDownloadOptions(
+		WithSource(pkg.Source{
+			Git: &pkg.Git{
+				Url:    "https://github.com/kcl-lang/flask-demo-kcl-manifests.git",
+				Commit: "ade147b",
+			},
+		}),
+		WithLocalPath(path_git),
 	))
 
 	assert.Equal(t, err, nil)
-	assert.Equal(t, true, utils.DirExists(filepath.Join(path, "artifact.tgz")))
 }