feat: 新增 Agent 记忆服务部署、重命名容器、整理 env 配置

- 新增 agent-memory 服务与 .env.AMS.sample
- easyai-pgvector 共用 PostgreSQL，独立库 easyai_memory
- 新增 docker/postgres/init-pgvector.sql 初始化
- 容器名: comfyAI-web→easyai-web, comfy-server→easyai-server
- easyai-asg-pg→easyai-pgvector
- 记忆服务端口配置移至 .env（comfy-server 调用用）
- 整理 .env.sample 结构，新增 /ams-api/ Nginx 代理

Made-with: Cursor

docker-compose.yml

@@ -3,7 +3,7 @@
 #version: '3'
 services:
   comfyAI-web:
-    container_name: comfyAI-web
+    container_name: easyai-web
     #更新修改冒号后面的版本号
     image: registry.cn-shanghai.aliyuncs.com/comfy-ai/one-ai:${VERSION}
     #端口冲突时，只需要修改前面的端口比如修改为，3011:3010
@@ -47,7 +47,7 @@ services:
         reservations:
           memory: 600MB
   comfy-server:
-    container_name: comfy-server
+    container_name: easyai-server
     # 阿里云镜像地址
     image: registry.cn-shanghai.aliyuncs.com/comfy-ai/comfy-server:${VERSION} # 阿里云
     labels:
@@ -108,6 +108,9 @@ services:
       # 服务治理 TCP 连接
       - ASG_TCP_HOST=easyai-asg
       - ASG_TCP_PORT=4003
+      # Agent 记忆服务 TCP 连接（来自 .env）
+      - MEMORY_TCP_HOST=${MEMORY_TCP_HOST:-agent-memory}
+      - MEMORY_TCP_PORT=${MEMORY_TCP_PORT:-4004}
     # 日志大小设置，避免日志文件过大
     env_file:
       - .env
@@ -350,17 +353,19 @@ services:
       timeout: 10s
       retries: 3
       start_period: 10s
-  easyai-asg-pg:
-    image: registry.cn-shanghai.aliyuncs.com/easyaigc/postgres:18-alpine
-    container_name: easyai-asg-pg
+  easyai-pgvector:
+    # 使用带 pgvector 的镜像，供 ASG 与 Agent 记忆服务共用
+    image: registry.cn-shanghai.aliyuncs.com/easyaigc/pgvector:0.8.2-pg18-trixie
+    container_name: easyai-pgvector
     restart: unless-stopped
     environment:
       POSTGRES_USER: ${ASG_POSTGRES_USER:-easyai}
       POSTGRES_PASSWORD: ${ASG_POSTGRES_PASSWORD:-easyai2025}
       POSTGRES_DB: ${ASG_POSTGRES_DB:-agent_governance}
     volumes:
-      # PG 18+ 数据目录改为 /var/lib/postgresql/18/docker，需挂载父目录 /var/lib/postgresql
       - asg_postgres_data:/var/lib/postgresql
+      # 首次启动时执行，创建 pgvector 扩展供记忆服务使用
+      - ./docker/postgres/init-pgvector.sql:/docker-entrypoint-initdb.d/02-init-pgvector.sql
     networks:
       comfyai:
         ipv4_address: 172.21.0.13
@@ -386,7 +391,7 @@ services:
       comfyai:
         ipv4_address: 172.21.0.14
     depends_on:
-      easyai-asg-pg:
+      easyai-pgvector:
         condition: service_healthy
       redis:
         condition: service_started
@@ -406,6 +411,37 @@ services:
           memory: 512MB
         reservations:
           memory: 128MB
+  agent-memory:
+    profiles:
+      - memory
+    container_name: agent-memory
+    image: registry.cn-shanghai.aliyuncs.com/easyaigc/agent-memory:${AMS_VERSION:-latest}
+    labels:
+      - "com.centurylinklabs.watchtower.enable=true"
+    ports:
+      - "${AMS_PORT:-3004}:3004"
+    networks:
+      comfyai:
+        ipv4_address: 172.21.0.16
+    depends_on:
+      easyai-pgvector:
+        condition: service_healthy
+      comfy-server:
+        condition: service_started
+    restart: unless-stopped
+    env_file:
+      - .env.AMS
+    logging:
+      driver: "json-file"
+      options:
+        max-size: "100m"
+        max-file: "10"
+    deploy:
+      resources:
+        limits:
+          memory: 512MB
+        reservations:
+          memory: 128MB
 #  portainer:
 #    image: registry.cn-shanghai.aliyuncs.com/comfy-ai/portainer-ce:2.21.5
 #    container_name: portainer