diff --git a/docker-compose.yml b/docker-compose.yml
index 11363ef..13e0332 100644
--- a/docker-compose.yml
+++ b/docker-compose.yml
@@ -36,7 +36,7 @@ services:
       runtime:
         condition: service_healthy
     volumes:
-      - ${pwd}:/app
+      - ${PWD}:/app
       - ./default.conf:/etc/nginx/conf.d/default.conf.template:ro
       - ./scripts/nginx-entrypoint.sh:/usr/local/bin/model-platform-entrypoint.sh:ro
     healthcheck:
@@ -82,8 +82,9 @@ services:
     ports:
       - 8891:8000 
     volumes:
-      - ${pwd}:/app
+      - ${PWD}:/app
       - ./data:/data
+      - /app/.venv
     healthcheck:
       test: ["CMD-SHELL", "curl -fsS http://127.0.0.1:8000/health/ready >/dev/null"]
       interval: 10s
@@ -129,8 +130,9 @@ services:
       migrate:
         condition: service_completed_successfully
     volumes:
-      - ${pwd}:/app
+      - ${PWD}:/app
       - ./data:/data
+      - /app/.venv
     healthcheck:
       test: ["CMD-SHELL", "grep -q ' /data/workspaces .* - fuse.rclone ' /proc/self/mountinfo && curl -fsS http://127.0.0.1:8000/api/v1/health >/dev/null"]
       interval: 10s
@@ -164,8 +166,9 @@ services:
       backend:
         condition: service_healthy
     volumes:
-      - ${pwd}:/app
+      - ${PWD}:/app
       - ./data:/data
+      - /app/.venv
     healthcheck:
       test: ["CMD-SHELL", "curl -fsS http://127.0.0.1:8000/health/ready >/dev/null"]
       interval: 10s