diff --git a/Makefile b/Makefile
index c0559fc9..103e336f 100644
--- a/Makefile
+++ b/Makefile
@@ -3,6 +3,16 @@
 
 PYTEST_ARGS ?=
 
+pull:
+	bash docker/pull_image.sh python:3.12-slim
+	bash docker/pull_image.sh node:20-slim
+	bash docker/pull_image.sh node:20-alpine
+	bash docker/pull_image.sh quay.io/coreos/etcd:v3.5.5
+	bash docker/pull_image.sh milvusdb/milvus:v2.5.6
+	bash docker/pull_image.sh neo4j:5.26
+	bash docker/pull_image.sh minio/minio:RELEASE.2023-03-20T20-16-18Z
+	bash docker/pull_image.sh ghcr.io/astral-sh/uv:0.7.2
+
 start:
 	@if [ ! -f .env ]; then \
 		echo "Error: .env file not found. Please create it from .env.template"; \
diff --git a/docker/api.Dockerfile b/docker/api.Dockerfile
index bf6e87fc..30d1865f 100644
--- a/docker/api.Dockerfile
+++ b/docker/api.Dockerfile
@@ -52,7 +52,7 @@ ENV HTTP_PROXY=$HTTP_PROXY \
 
 # 如果网络还是不好，可以在后面添加 --index-url https://pypi.tuna.tsinghua.edu.cn/simple
 RUN --mount=type=cache,target=/root/.cache/uv \
-    uv sync --no-dev
+    uv sync --no-dev --index-url https://pypi.tuna.tsinghua.edu.cn/simple
 
 # 激活虚拟环境并添加到PATH
 ENV PATH="/app/.venv/bin:$PATH"
diff --git a/docker/web.Dockerfile b/docker/web.Dockerfile
index da6c99fb..b6101e9e 100644
--- a/docker/web.Dockerfile
+++ b/docker/web.Dockerfile
@@ -19,7 +19,7 @@ COPY ./web/package*.json ./
 COPY ./web/pnpm-lock.yaml* ./
 
 # 安装依赖
-RUN pnpm install
+RUN pnpm install --registry=https://registry.npmmirror.com
 
 # 复制源代码
 COPY ./web .