diff --git a/.dockerignore b/.dockerignore
index 305b3d81b..7bfd90ff8 100644
--- a/.dockerignore
+++ b/.dockerignore
@@ -1,2 +1,3 @@
 .git*
 .idea*
+installer/
\ No newline at end of file
diff --git a/.github/workflows/build-and-push-python-pg.yml b/.github/workflows/build-and-push-base.yml
similarity index 96%
rename from .github/workflows/build-and-push-python-pg.yml
rename to .github/workflows/build-and-push-base.yml
index a6e356f3f..ea2356eaa 100644
--- a/.github/workflows/build-and-push-python-pg.yml
+++ b/.github/workflows/build-and-push-base.yml
@@ -60,4 +60,4 @@ jobs:
           password: ${{ secrets.GH_TOKEN }}
       - name: Docker Buildx (build-and-push)
         run: |
-          docker buildx build --output "type=image,push=true" ${{ steps.prepare.outputs.buildx_args }} -f installer/Dockerfile-python-pg
\ No newline at end of file
+          docker buildx build --output "type=image,push=true" ${{ steps.prepare.outputs.buildx_args }} -f installer/Dockerfile-base
\ No newline at end of file
diff --git a/.github/workflows/build-and-push-vector-model.yml b/.github/workflows/build-and-push-vector-model.yml
index ff667f158..5f3f0fab2 100644
--- a/.github/workflows/build-and-push-vector-model.yml
+++ b/.github/workflows/build-and-push-vector-model.yml
@@ -5,7 +5,7 @@ on:
     inputs:
       dockerImageTag:
         description: 'Docker Image Tag'
-        default: 'v1.0.1'
+        default: 'v2.0.0'
         required: true
       architecture:
         description: 'Architecture'
@@ -19,7 +19,7 @@ on:
 
 jobs:
   build-and-push-vector-model-to-ghcr:
-    runs-on: ubuntu-22.04
+    runs-on: ubuntu-latest
     steps:
       - name: Check Disk Space
         run: df -h
@@ -55,9 +55,6 @@ jobs:
             ${DOCKER_IMAGE_TAGS} .
       - name: Set up QEMU
         uses: docker/setup-qemu-action@v3
-        with:
-          # Until https://github.com/tonistiigi/binfmt/issues/215
-          image: tonistiigi/binfmt:qemu-v7.0.0-28
       - name: Set up Docker Buildx
         uses: docker/setup-buildx-action@v3
       - name: Login to GitHub Container Registry
diff --git a/installer/Dockerfile b/installer/Dockerfile
index 789bafd50..bd6b3979d 100644
--- a/installer/Dockerfile
+++ b/installer/Dockerfile
@@ -1,4 +1,4 @@
-FROM ghcr.io/1panel-dev/maxkb-vector-model:v1.0.1 AS vector-model
+FROM ghcr.io/1panel-dev/maxkb-vector-model:v2.0.0 AS vector-model
 FROM node:18-alpine3.18 AS web-build
 COPY ui ui
 RUN cd ui && \
@@ -63,22 +63,14 @@ ENV MAXKB_VERSION="${DOCKER_IMAGE_TAG} (build at ${BUILD_AT}, commit: ${GITHUB_C
 WORKDIR /opt/maxkb-app
 COPY --from=stage-build /opt/maxkb-app /opt/maxkb-app
 COPY --from=stage-build /opt/py3 /opt/py3
-COPY --from=vector-model /opt/maxkb/app/model /opt/maxkb-app/model
+COPY --from=vector-model /opt/maxkb-app/model /opt/maxkb-app/model
 
-RUN chmod 755 /opt/maxkb-app/installer/*.sh && \
-    cp -f /opt/maxkb-app/installer/*.sh /usr/bin/ && \
-    cp -f /opt/maxkb-app/installer/init.sql /docker-entrypoint-initdb.d && \
-    rm -rf /opt/maxkb-app/installer && \
-    cp -r /opt/maxkb-app/model/base/hub /opt/maxkb-app/model/tokenizer && \
-    curl -L --connect-timeout 120 -m 1800 https://resource.fit2cloud.com/maxkb/ffmpeg/get-ffmpeg-linux | sh && \
-    mkdir -p /opt/maxkb-app/sandbox/ &&  \
+RUN curl -L --connect-timeout 120 -m 1800 https://resource.fit2cloud.com/maxkb/ffmpeg/get-ffmpeg-linux | sh && \
     find /opt/maxkb-app -mindepth 1 -not -name 'sandbox' -exec chmod 700 {} + && \
-    chmod 755 /tmp && \
     useradd --no-create-home --home /opt/maxkb-app/sandbox sandbox -g root && \
     chown -R sandbox:root /opt/maxkb-app/sandbox && \
     chmod g-x /usr/local/bin/* /usr/bin/* /bin/* /usr/sbin/* /sbin/* /usr/lib/postgresql/17/bin/* && \
-    chmod g+x /usr/local/bin/python* && \
-    find /etc/ -type f ! -path '/etc/resolv.conf' ! -path '/etc/hosts' | xargs chmod g-rx
+    chmod g+x /usr/local/bin/python*
 
 EXPOSE 8080
 VOLUME /opt/maxkb
diff --git a/installer/Dockerfile-python-pg b/installer/Dockerfile-base
similarity index 78%
rename from installer/Dockerfile-python-pg
rename to installer/Dockerfile-base
index 8fc0ad22f..e2e92c268 100644
--- a/installer/Dockerfile-python-pg
+++ b/installer/Dockerfile-base
@@ -1,6 +1,10 @@
 FROM python:3.11-slim-bullseye AS python-stage
 FROM postgres:17.4-bullseye
 
+COPY --from=python-stage /usr/local /usr/local
+COPY installer/*.sh /usr/bin/
+COPY installer/init.sql /docker-entrypoint-initdb.d/
+
 ARG DEPENDENCIES="                    \
         libexpat1-dev                 \
         libffi-dev                    \
@@ -17,9 +21,10 @@ RUN ln -sf /usr/share/zoneinfo/Asia/Shanghai /etc/localtime && \
     echo "Asia/Shanghai" > /etc/timezone && \
     apt-get update && apt-get install -y --no-install-recommends $DEPENDENCIES && \
     apt-get clean all  && \
-    rm -rf /var/lib/apt/lists/*
-
-COPY --from=python-stage /usr/local /usr/local
+    rm -rf /var/lib/apt/lists/* && \
+    chmod 755 /usr/bin/start-*.sh && \
+    chmod 755 /tmp && \
+    find /etc/ -type f ! -path '/etc/resolv.conf' ! -path '/etc/hosts' | xargs chmod g-rx
 
 ENV PGDATA=/opt/maxkb/data/postgresql/pgdata \
     POSTGRES_USER=root \
diff --git a/installer/Dockerfile-vector-model b/installer/Dockerfile-vector-model
new file mode 100644
index 000000000..92ef880ef
--- /dev/null
+++ b/installer/Dockerfile-vector-model
@@ -0,0 +1,11 @@
+FROM python:3.11-slim-bookworm AS vector-model
+
+COPY installer/install_model.py install_model.py
+RUN pip3 install --upgrade pip setuptools && \
+    pip install pycrawlers && \
+    pip install transformers && \
+    python3 install_model.py && \
+    cp -r model/base/hub model/tokenizer
+
+FROM scratch
+COPY --from=vector-model model /opt/maxkb-app/model
\ No newline at end of file