diff --git a/docker-compose.yml b/docker-compose.yml
index ee05621..d52cfb7 100644
--- a/docker-compose.yml
+++ b/docker-compose.yml
@@ -33,8 +33,6 @@ x-ollama: &service-ollama
   image: ollama/ollama:latest
   container_name: ollama
   restart: unless-stopped
-  ports:
-    - 11434:11434
   environment:
     - OLLAMA_CONTEXT_LENGTH=8192
   volumes:
@@ -63,8 +61,6 @@ services:
         - PORT=3001
         - FLOWISE_USERNAME=${FLOWISE_USERNAME}
         - FLOWISE_PASSWORD=${FLOWISE_PASSWORD}  
-    ports:
-        - 3001:3001
     extra_hosts:
       - "host.docker.internal:host-gateway"        
     volumes:
@@ -75,8 +71,6 @@ services:
     image: ghcr.io/open-webui/open-webui:main
     restart: unless-stopped
     container_name: open-webui
-    ports:
-      - "3000:8080"
     extra_hosts:
       - "host.docker.internal:host-gateway"
     volumes:
@@ -96,8 +90,6 @@ services:
     <<: *service-n8n
     container_name: n8n
     restart: unless-stopped
-    ports:
-      - 5678:5678
     volumes:
       - n8n_storage:/home/node/.n8n
       - ./n8n/backup:/backup
@@ -110,8 +102,6 @@ services:
     image: qdrant/qdrant
     container_name: qdrant
     restart: unless-stopped
-    ports:
-      - 6333:6333
     volumes:
       - qdrant_storage:/qdrant/storage
 
@@ -124,9 +114,6 @@ services:
         - ./neo4j/plugins:/plugins
     environment:
         - NEO4J_AUTH=${NEO4J_AUTH:-"neo4j/your_password"}
-    ports:
-      - 7474:7474
-      - 7687:7687
     restart: always      
 
   caddy:
@@ -170,8 +157,6 @@ services:
         condition: service_healthy
       clickhouse:
         condition: service_healthy
-    ports:
-      - 127.0.0.1:3030:3030
     environment: &langfuse-worker-env
       DATABASE_URL: postgresql://postgres:${POSTGRES_PASSWORD}@postgres:5432/postgres
       SALT: ${LANGFUSE_SALT}
@@ -220,8 +205,6 @@ services:
     image: langfuse/langfuse:3
     restart: always
     depends_on: *langfuse-depends-on
-    ports:
-      - 3002:3000
     environment:
       <<: *langfuse-worker-env
       NEXTAUTH_URL: http://localhost:3002
@@ -247,9 +230,6 @@ services:
     volumes:
       - langfuse_clickhouse_data:/var/lib/clickhouse
       - langfuse_clickhouse_logs:/var/log/clickhouse-server
-    ports:
-      - 127.0.0.1:8123:8123
-      - 127.0.0.1:9000:9000
     healthcheck:
       test: wget --no-verbose --tries=1 --spider http://localhost:8123/ping || exit 1
       interval: 5s
@@ -266,9 +246,6 @@ services:
     environment:
       MINIO_ROOT_USER: minio
       MINIO_ROOT_PASSWORD: ${MINIO_ROOT_PASSWORD}
-    ports:
-      - 9090:9000
-      - 127.0.0.1:9091:9001
     volumes:
       - langfuse_minio_data:/data
     healthcheck:
@@ -290,8 +267,6 @@ services:
       POSTGRES_USER: postgres
       POSTGRES_PASSWORD: ${POSTGRES_PASSWORD}
       POSTGRES_DB: postgres
-    ports:
-      - 127.0.0.1:5433:5432
     volumes:
       - langfuse_postgres_data:/var/lib/postgresql/data              
 
@@ -323,8 +298,6 @@ services:
     container_name: searxng
     image: docker.io/searxng/searxng:latest
     restart: unless-stopped
-    ports:
-      - 8080:8080
     volumes:
       - ./searxng:/etc/searxng:rw
     environment: