diff --git a/Makefile b/Makefile
index b6fa4ae..2076062 100644
--- a/Makefile
+++ b/Makefile
@@ -3,6 +3,7 @@ commit = `git rev-parse HEAD`
 version = `git rev-parse --short HEAD`
 version = $(build_date)
 release-image = hub.didiyun.com/bearyinnovative/stalls:$(version)
+pip-cache-dir = /data/cache/pip
 
 .PHONY: build-release-image
 build-release-image:
@@ -12,5 +13,6 @@ build-release-image:
 		--build-arg build_date=$(build_date) \
 		--build-arg version=$(version) \
 		--build-arg commit=$(commit) \
+		-v $(pip-cache-dir):/root/.cache/pip \
 		-t $(release-image) \
 		-f Dockerfile