diff --git a/cope2n-ai-fi/Dockerfile b/cope2n-ai-fi/Dockerfile
index 2a1f54d..8968edf 100755
--- a/cope2n-ai-fi/Dockerfile
+++ b/cope2n-ai-fi/Dockerfile
@@ -15,7 +15,9 @@ RUN pip install mmcv==1.6.0 -f https://download.openmmlab.com/mmcv/dst/cu116/tor
 RUN ln -s /opt/conda/lib/python3.10/site-packages/torch/lib/libcudnn.so.8 /usr/lib/libcudnn.so && \
     ln -s /opt/conda/lib/libcublas.so /usr/lib/libcublas.so
 
-RUN python -m pip install paddlepaddle-gpu==2.4.2.post116 -f https://www.paddlepaddle.org.cn/whl/linux/mkl/avx/stable.html --no-cache-dir
+# RUN python -m pip install paddlepaddle-gpu==2.4.2.post116 -f https://www.paddlepaddle.org.cn/whl/linux/mkl/avx/stable.html --no-cache-dir
+RUN pip install fastdeploy-gpu-python==1.0.7 -f https://www.paddlepaddle.org.cn/whl/fastdeploy.html --no-cache-dir
+
 
 RUN python -m pip install 'git+https://github.com/facebookresearch/detectron2.git' --no-cache-dir
 
diff --git a/docker-compose-dev.yml b/docker-compose-dev.yml
index f6d8386..fcd7ffc 100755
--- a/docker-compose-dev.yml
+++ b/docker-compose-dev.yml
@@ -73,11 +73,11 @@ services:
       - S3_BUCKET_NAME=${S3_BUCKET_NAME}
     restart: always
     ports:
-      - 9000:9000
+      - 6000:9000
     networks:
       - ctel-sbt
     volumes:
-      # - BE_media:${MEDIA_ROOT}
+      - BE_media:${MEDIA_ROOT}
       - BE_static:/app/static
       - ./cope2n-api:/app
     working_dir: /app
@@ -101,8 +101,8 @@ services:
     volumes:
     - ./data/minio_data:/data
     ports:
-      - 9884:9884
-      - 9885:9885
+      - 6884:9884
+      - 6885:9885
     networks:
     - ctel-sbt
     restart: always
@@ -170,12 +170,12 @@ services:
       rabbitmq-sbt:
         condition: service_started
     volumes:
-      # - BE_media:${MEDIA_ROOT}
+      - BE_media:${MEDIA_ROOT}
       - ./cope2n-api:/app
 
     working_dir: /app
-    # command: sh -c "celery -A fwd_api.celery_worker.worker worker -l INFO -c 5"
-    command: bash -c "tail -f > /dev/null"
+    command: sh -c "celery -A fwd_api.celery_worker.worker worker -l INFO -c 5"
+    # command: bash -c "tail -f > /dev/null"
 
   # Back-end persistent
   db-sbt:
@@ -191,7 +191,7 @@ services:
       - POSTGRES_PASSWORD=${DB_PASSWORD}
       - POSTGRES_DB=${DB_SCHEMA}
     ports:
-      - 5432:5432
+      - 54321:5432
 
   rabbitmq-sbt:
     mem_reservation: 600m
@@ -215,7 +215,7 @@ services:
     shm_size: 10gb
     privileged: true
     ports:
-      - 9881:80
+      - 6881:80
     depends_on:
       be-ctel-sbt:
         condition: service_started
diff --git a/document-classification-kv-demo b/document-classification-kv-demo
deleted file mode 160000
index 220954c..0000000
--- a/document-classification-kv-demo
+++ /dev/null
@@ -1 +0,0 @@
-Subproject commit 220954c5c6bfed15e93e26b2adacf28ff8b75baf