fix: limit elastic search memory usage

Dockerfile

@@ -11,9 +11,9 @@
 #    sudo docker build --network=host -t memoryscope .
 
 # To run docker image: 
-#    sudo docker run -it --rm --net=host memoryscope
+#    sudo docker run -it --rm --memory=4G --net=host memoryscope
 # To run docker image with arguments (refer to memoryscope/core/config/arguments.py): 
-#    sudo docker run -it --rm --net=host -e "OPENAI_API_KEY=sk-xxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxx" -e "language=en" -e "human_name=superman" -e "generation_backend=openai_generation" -e "generation_model=gpt-4o" -e "embedding_backend=openai_embedding" -e "embedding_model=text-embedding-3-small" -e "enable_ranker=False" memoryscope
+#    sudo docker run -it --rm --memory=4G --net=host -e "OPENAI_API_KEY=sk-xxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxx" -e "language=en" -e "human_name=superman" -e "generation_backend=openai_generation" -e "generation_model=gpt-4o" -e "embedding_backend=openai_embedding" -e "embedding_model=text-embedding-3-small" -e "enable_ranker=False" memoryscope
 
 FROM python:3.11
 

docker-compose.yml

@@ -9,14 +9,7 @@ services:
       # OPENAI_API_KEY: "sk-0000000000"
     volumes:
       - ./memoryscope/core/config:/memory_scope_project/memoryscope/memoryscope/core/config
-    depends_on:
-      - elasticsearch
-
-  elasticsearch:
-    image: docker.elastic.co/elasticsearch/elasticsearch:8.13.2
-    ports:
-      - "9200:9200"
-    environment:
-      discovery.type: "single-node"
-      xpack.security.enabled: "false"
-      xpack.license.self_generated.type: "trial"
+    deploy:
+      resources:
+        limits:
+          memory: 4G

docs/installation.md

@@ -38,7 +38,7 @@
     OPENAI_API_KEY: "sk-0000000000"
     ```
 
-3. Run `docker-compose up` to build and launch the memory-scope cli interface.
+3. Run `docker-compose run memory_scope_main` to build and launch the memory-scope cli interface.
 
 
 ## III. Install from PyPI

docs/installation_zh.md

@@ -38,7 +38,7 @@
     DASHSCOPE_API_KEY: "sk-0000000000"
     ```
 
-3. 运行 `docker-compose up` 命令来构建并启动 MemoryScope CLI 界面。
+3. 运行 `docker-compose run memory_scope_main` 命令来构建并启动 MemoryScope CLI 界面。
 
 
 ## 三、通过 PYPI 安装