diff --git a/Dockerfile b/Dockerfile
index 9653af9..e845b87 100644
--- a/Dockerfile
+++ b/Dockerfile
@@ -26,12 +26,12 @@ ENV GO111MODULE=on \
     GOOS=linux \
     GOARCH=amd64
 
-# Get grpc
-RUN go get google.golang.org/grpc
+# Download dependencies
+RUN go mod download
 
 # Install protoc-gen-go
-RUN go install google.golang.org/protobuf/cmd/protoc-gen-go@latest
-RUN go install google.golang.org/grpc/cmd/protoc-gen-go-grpc@latest
+RUN go install google.golang.org/protobuf/cmd/protoc-gen-go@v1.28.0
+RUN go install google.golang.org/grpc/cmd/protoc-gen-go-grpc@v1.2.0
 
 # Copy the source and generate the .proto file
 ADD . /go/src/github.com/casbin/casbin-server
@@ -40,9 +40,6 @@ RUN protoc --go_out=. --go_opt=paths=source_relative \
     --go-grpc_out=. --go-grpc_opt=require_unimplemented_servers=false \
     --go-grpc_opt=paths=source_relative proto/casbin.proto
 
-# Download dependencies
-RUN go mod download
-
 # Install app
 RUN go install .