diff --git a/protos/Makefile b/protos/Makefile
index 76acef64ae3..95ef100e4c7 100644
--- a/protos/Makefile
+++ b/protos/Makefile
@@ -14,10 +14,14 @@
 # limitations under the License.
 #
 
-PROTO_PATH := ${GOPATH}/src:.
-PROTO_PATH := ${PROTO_PATH}:${GOPATH}/src/github.com/dgraph-io/dgraph
-PROTO_PATH := ${PROTO_PATH}:${GOPATH}/src/github.com/dgraph-io/dgo/protos
-PROTO_PATH := ${PROTO_PATH}:${GOPATH}/src/github.com/dgraph-io/badger/pb
+DGO_PATH    := github.com/dgraph-io/dgo/v200
+BADGER_PATH := github.com/dgraph-io/badger/v2
+GOGO_PATH   := github.com/gogo/protobuf
+
+TMPDIR     := $(shell mktemp -d)
+PROTO_PATH := ${TMPDIR}/src:.
+PROTO_PATH := ${PROTO_PATH}:${TMPDIR}/src/${DGO_PATH}/protos
+PROTO_PATH := ${PROTO_PATH}:${TMPDIR}/src/${BADGER_PATH}/pb
 
 .PHONY: help
 help:
@@ -30,21 +34,25 @@ clean:
 .PHONY: check
 check:
 	@./depcheck.sh && \
-		(echo "Upgrading proto libraries before regenerating." ; \
-		GO111MODULE=off go get -u github.com/golang/protobuf/protoc-gen-go ; \
-		GO111MODULE=off go get -u github.com/gogo/protobuf/protoc-gen-gofast)
+		(echo "Installing proto libraries to versions in go.mod." ; \
+		go install github.com/golang/protobuf/protoc-gen-go ; \
+		go install github.com/gogo/protobuf/protoc-gen-gofast)
+
+.PHONY: copy-protos
+copy-protos:
+	@mkdir -p ${TMPDIR}/src/${DGO_PATH}/protos
+	@mkdir -p ${TMPDIR}/src/${BADGER_PATH}/pb
+	@mkdir -p ${TMPDIR}/src/${GOGO_PATH}/gogoproto
+	@cp $(shell go list -m -f "{{.Dir}}" ${BADGER_PATH})/pb/pb.proto ${TMPDIR}/src/${BADGER_PATH}/pb/pb.proto
+	@cp $(shell go list -m -f "{{.Dir}}" ${DGO_PATH})/protos/api.proto ${TMPDIR}/src/${DGO_PATH}/protos/api.proto
+	@cp $(shell go list -m -f "{{.Dir}}" ${GOGO_PATH})/gogoproto/gogo.proto ${TMPDIR}/src/${GOGO_PATH}/gogoproto/gogo.proto
 
 .PHONY: regenerate
-regenerate: check clean
-#	These sed replacements are necessary to use Badger v2 via Go modules.
-#	The protoc tool doesn't recognize Go module import paths, so we need to
-#	specify the filesystem-level import path (without "v2") to generate the
-#	protos and then set "v2" in the generated code (pb/pb.pb.go).
-	@sed -i'' -e 's;github.com/dgraph-io/badger/v2/pb/pb.proto;github.com/dgraph-io/badger/pb/pb.proto;' pb.proto
+regenerate: copy-protos check clean
 	@protoc \
+		--proto_path=/usr/local/include \
 		--proto_path=${PROTO_PATH} \
-		--gofast_out=plugins=grpc,Mapi.proto=github.com/dgraph-io/dgo/v200/protos/api:pb \
+		--gofast_out=plugins=grpc,Mapi.proto=${DGO_PATH}/protos/api:pb \
 		pb.proto
-	@sed -i'' -e 's;github.com/dgraph-io/badger/pb/pb.proto;github.com/dgraph-io/badger/v2/pb/pb.proto;' pb.proto
-	@sed -i'' -e 's;github.com/dgraph-io/badger/pb;github.com/dgraph-io/badger/v2/pb;' pb/pb.pb.go
+	@rm -rf ${TMPDIR}
 	@echo Done.
diff --git a/protos/depcheck.sh b/protos/depcheck.sh
index 189749b8a43..bb414d33129 100755
--- a/protos/depcheck.sh
+++ b/protos/depcheck.sh
@@ -4,7 +4,7 @@ set -e
 
 readonly PROTOCMINVER="3.6.1"
 
-which protoc &>/dev/null || (echo "Error: protoc not found" ; exit 1)
+which protoc &>/dev/null || (echo "Error: protoc not found" >&2; exit 1)
 
 PROTOCVER=`protoc --version | awk '{printf $2}'`
 
@@ -14,11 +14,12 @@ function CompareSemVer() {
 	local minver=(${1//./ })
 	local curver=(${2//./ })
 
-	echo "Checking for semantic version $1 or newer"
+	echo -n "Checking protoc for semantic version $1 or newer... "
 
 	for i in 0 1 2; do
 		if [ ${minver[$i]} -gt ${curver[$i]} ]; then
-			echo "Error: version $2 is lower than the required version $1"
+			echo "FAIL" >&2
+			echo "Error: version $2 is lower than the required version $1" >&2
 			exit 1
 		elif [ ${curver[$i]} -gt ${minver[$i]} ]; then
 			break
@@ -26,10 +27,21 @@ function CompareSemVer() {
 	done
 }
 
-CompareSemVer $PROTOCMINVER $PROTOCVER
+function CheckProtobufIncludes() {
+	echo -n "Checking for directory /usr/local/include/google/protobuf... "
+	if [ ! -d /usr/local/include/google/protobuf ]; then
+		echo "FAIL" >&2
+		echo "Missing protobuf types in /usr/local/include/google/protobuf: directory not found" >&2
+		echo "Download and install protoc and the protobuf types from protobuf releases page:" >&2
+		echo "https://github.com/protocolbuffers/protobuf/releases/" >&2
+		exit 1
+	fi
+}
 
-# TODO: check proto api versions
+CompareSemVer $PROTOCMINVER $PROTOCVER
+echo "OK"
 
+CheckProtobufIncludes
 echo "OK"
 
 exit 0
diff --git a/protos/pb/pb.pb.go b/protos/pb/pb.pb.go
index 506ad1fdb2c..f7af793a4a6 100644
--- a/protos/pb/pb.pb.go
+++ b/protos/pb/pb.pb.go
@@ -4720,7 +4720,7 @@ func init() {
 func init() { proto.RegisterFile("pb.proto", fileDescriptor_f80abaa17e25ccc8) }
 
 var fileDescriptor_f80abaa17e25ccc8 = []byte{
-	// 4390 bytes of a gzipped FileDescriptorProto
+	// 4393 bytes of a gzipped FileDescriptorProto
 	0x1f, 0x8b, 0x08, 0x00, 0x00, 0x00, 0x00, 0x00, 0x02, 0xff, 0xb4, 0x3a, 0x4d, 0x6f, 0x1b, 0xd7,
 	0x76, 0x9a, 0xe1, 0xd7, 0xcc, 0x21, 0x29, 0xd3, 0x37, 0x8e, 0xc3, 0xc8, 0x89, 0xa5, 0x4c, 0xe2,
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@@ -4729,273 +4729,273 @@ var fileDescriptor_f80abaa17e25ccc8 = []byte{
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+	0x25, 0x5b, 0xd2, 0xb8, 0x5c, 0x98, 0xfc, 0x31, 0xd4, 0x85, 0x1b, 0x17, 0xfb, 0x96, 0x5c, 0xfa,
+	0xc2, 0xd4, 0x7b, 0xd0, 0x31, 0xb9, 0xcd, 0xdd, 0x42, 0x4a, 0xcd, 0x52, 0x0e, 0x2c, 0x31, 0xd5,
+	0x2f, 0xa1, 0x5d, 0x4a, 0xbf, 0x59, 0x97, 0xa4, 0xb2, 0x24, 0x23, 0x7f, 0xc1, 0x40, 0x7e, 0x0a,
+	0xba, 0xcc, 0x7e, 0xc6, 0x9c, 0x51, 0xaf, 0x72, 0x49, 0xfe, 0xb4, 0xf6, 0x62, 0xfa, 0x83, 0x5a,
+	0xbf, 0xdb, 0xf9, 0xe7, 0xef, 0x6f, 0x2b, 0xff, 0xfa, 0xfd, 0x6d, 0xe5, 0xdf, 0xbf, 0xbf, 0xad,
+	0xfc, 0xf2, 0x3f, 0x6e, 0xaf, 0x8c, 0xeb, 0xf4, 0xaf, 0xd5, 0xcf, 0xff, 0x3f, 0x00, 0x00, 0xff,
+	0xff, 0x5d, 0xce, 0x1d, 0xe7, 0x2b, 0x2b, 0x00, 0x00,
 }
 
 // Reference imports to suppress errors if they are not otherwise used.