Current docker setup.

.env.example

@@ -1,20 +1,19 @@
 ### Server Configuration
-# HOST=0.0.0.0
+HOST=0.0.0.0
-# PORT=9621
+PORT=9621
-# NAMESPACE_PREFIX=lightrag  # separating data from difference Lightrag instances
+NAMESPACE_PREFIX=lightrag_1  # separating data from difference Lightrag instances
-# CORS_ORIGINS=http://localhost:3000,http://localhost:8080
 
 ### Optional SSL Configuration
-# SSL=true
+#SSL=true
-# SSL_CERTFILE=/path/to/cert.pem
+#SSL_CERTFILE=/path/to/cert.pem
-# SSL_KEYFILE=/path/to/key.pem
+#SSL_KEYFILE=/path/to/key.pem
 
 ### Security (empty for no api-key is needed)
 # LIGHTRAG_API_KEY=your-secure-api-key-here
 
 ### Directory Configuration
-# WORKING_DIR=<absolute_path_for_working_dir>
+# WORKING_DIR=./rag_storage
-# INPUT_DIR=<absolute_path_for_doc_input_dir>
+# INPUT_DIR=./inputs
 
 ### Logging level
 LOG_LEVEL=INFO
@@ -38,15 +37,15 @@ MAX_EMBED_TOKENS=8192
 
 ### LLM Configuration (Use valid host. For local services, you can use host.docker.internal)
 ### Ollama example
-LLM_BINDING=ollama
+# LLM_BINDING=ollama
-LLM_BINDING_HOST=http://host.docker.internal:11434
+# LLM_BINDING_HOST=http://host.docker.internal:11434
-LLM_MODEL=mistral-nemo:latest
+# LLM_MODEL=mistral-nemo:latest
 
 ### OpenAI alike example
-# LLM_BINDING=openai
+LLM_BINDING=openai
-# LLM_MODEL=deepseek-chat
+LLM_MODEL=deepseek-chat
-# LLM_BINDING_HOST=https://api.deepseek.com
+LLM_BINDING_HOST=https://api.deepseek.com
-# LLM_BINDING_API_KEY=your_api_key
+LLM_BINDING_API_KEY=your_api_key
 
 ### for OpenAI LLM (LLM_BINDING_API_KEY take priority)
 # OPENAI_API_KEY=your_api_key
@@ -61,6 +60,7 @@ LLM_MODEL=mistral-nemo:latest
 # Ollama example
 EMBEDDING_BINDING=ollama
 EMBEDDING_BINDING_HOST=http://host.docker.internal:11434
+EMBEDDING_BINDING_API_KEY=
 EMBEDDING_MODEL=bge-m3:latest
 
 ### Lollms example
@@ -78,56 +78,60 @@ EMBEDDING_MODEL=bge-m3:latest
 # AZURE_EMBEDDING_API_VERSION=2023-05-15
 
 ### Data storage selection
-# LIGHTRAG_KV_STORAGE=PGKVStorage
+LIGHTRAG_KV_STORAGE=RedisKVStorage
-# LIGHTRAG_VECTOR_STORAGE=PGVectorStorage
+LIGHTRAG_VECTOR_STORAGE=QdrantVectorDBStorage
-# LIGHTRAG_GRAPH_STORAGE=PGGraphStorage
+LIGHTRAG_GRAPH_STORAGE=Neo4JStorage
-# LIGHTRAG_DOC_STATUS_STORAGE=PGDocStatusStorage
+LIGHTRAG_DOC_STATUS_STORAGE=MongoDocStatusStorage
 
 ### Oracle Database Configuration
-ORACLE_DSN=localhost:1521/XEPDB1
+#ORACLE_DSN=localhost:1521/XEPDB1
-ORACLE_USER=your_username
+#ORACLE_USER=your_username
-ORACLE_PASSWORD='your_password'
+#ORACLE_PASSWORD='your_password'
-ORACLE_CONFIG_DIR=/path/to/oracle/config
+#ORACLE_CONFIG_DIR=/path/to/oracle/config
 #ORACLE_WALLET_LOCATION=/path/to/wallet  # optional
 #ORACLE_WALLET_PASSWORD='your_password'  # optional
 #ORACLE_WORKSPACE=default  # separating all data from difference Lightrag instances(deprecated, use NAMESPACE_PREFIX in future)
 
 ### TiDB Configuration
-TIDB_HOST=localhost
+#TIDB_HOST=localhost
-TIDB_PORT=4000
+#TIDB_PORT=4000
-TIDB_USER=your_username
+#TIDB_USER=your_username
-TIDB_PASSWORD='your_password'
+#TIDB_PASSWORD='your_password'
-TIDB_DATABASE=your_database
+#TIDB_DATABASE=your_database
 #TIDB_WORKSPACE=default  # separating all data from difference Lightrag instances(deprecated, use NAMESPACE_PREFIX in future)
 
 ### PostgreSQL Configuration
-POSTGRES_HOST=localhost
+# POSTGRES_HOST=postgres
-POSTGRES_PORT=5432
+# POSTGRES_PORT=5432
-POSTGRES_USER=your_username
+# POSTGRES_USER=postgres
-POSTGRES_PASSWORD='your_password'
+# POSTGRES_PASSWORD='your_password'
-POSTGRES_DATABASE=your_database
+# POSTGRES_DATABASE=lightrag
 #POSTGRES_WORKSPACE=default  # separating all data from difference Lightrag instances(deprecated, use NAMESPACE_PREFIX in future)
 
 ### Independent AGM Configuration(not for AMG embedded in PostreSQL)
-AGE_POSTGRES_DB=
+#AGE_POSTGRES_DB=
-AGE_POSTGRES_USER=
+#AGE_POSTGRES_USER=
-AGE_POSTGRES_PASSWORD=
+#AGE_POSTGRES_PASSWORD=
-AGE_POSTGRES_HOST=
+#AGE_POSTGRES_HOST=
 # AGE_POSTGRES_PORT=8529
 
 # AGE Graph Name(apply to PostgreSQL and independent AGM)
 # AGE_GRAPH_NAME=lightrag  # deprecated, use NAME_SPACE_PREFIX instead
 
 ### Neo4j Configuration
-NEO4J_URI=neo4j+s://xxxxxxxx.databases.neo4j.io
+NEO4J_URI=neo4j+s://neo4j
 NEO4J_USERNAME=neo4j
 NEO4J_PASSWORD='your_password'
+NEO4J_DATABASE=neo4j # IMPORTANT: free version of neo4j does not support multiple databases, therefore we force it to neo4j
 
 ### MongoDB Configuration
-MONGODB_URI=mongodb://root:root@localhost:27017/
+MONGO_URI=mongodb://mongodb:root@mongodb:27017/
-MONGODB_DATABASE=LightRAG
+MONGO_DATABASE=lightrag
 MONGODB_GRAPH=false # deprecated (keep for backward compatibility)
 
 ### Qdrant
-QDRANT_URL=http://localhost:16333
+QDRANT_URL=http://qdrant:16333
 QDRANT_API_KEY=your-api-key  # 可选
+
+### Redis
+REDIS_URI=redis://redis:6379

docker-compose.yml

@@ -1,10 +1,30 @@
 version: '3.8'
+name: ${NAMESPACE_PREFIX}
 
 services:
+  neo4j:
+    image: neo4j
+    environment:
+      NEO4J_AUTH: ${NEO4J_USERNAME}/${NEO4J_PASSWORD}
+      NEO4J_apoc_export_file_enabled: true
+      NEO4J_apoc_import_file_enabled: true
+      NEO4J_apoc_import_file_use__neo4j__config: true
+      NEO4J_PLUGINS: '["apoc"]'
+    volumes:
+      - ./data/neo4j/data:/data
+      - ./data/neo4j/plugins:/plugins
+      - ./data/neo4j/logs:/logs
+    ports:
+      - "127.0.0.1:7474:7474"  # HTTP
+      - "127.0.0.1:7687:7687"  # Bolt
+    networks:
+      - lightrag_net
+    restart: always
+
   lightrag:
     build: .
     ports:
-      - "${PORT:-9621}:9621"
+      - "127.0.0.1:9621:9621"
     volumes:
       - ./data/rag_storage:/app/data/rag_storage
       - ./data/inputs:/app/data/inputs
@@ -16,8 +36,15 @@ services:
     restart: unless-stopped
     networks:
       - lightrag_net
+      - lightrag_db_network
     extra_hosts:
       - "host.docker.internal:host-gateway"
+    depends_on:
+      - neo4j
+
 networks:
   lightrag_net:
     driver: bridge
+  lightrag_db_network:
+    name: lightrag_db_network
+    external: true

lightragDBs/docker-compose.yml

@@ -0,0 +1,44 @@
+version: '3.8'
+name: lightrag_db
+
+services:
+  mongodb:
+    image: mongo
+    environment:
+      MONGO_INITDB_ROOT_USERNAME: ${MONGO_INITDB_ROOT_USERNAME}
+      MONGO_INITDB_ROOT_PASSWORD: ${MONGO_INITDB_ROOT_PASSWORD}
+    volumes:
+      - ./volumes/mongodb:/data/db
+    # ports:
+    #   - "27017:27017"
+    networks:
+      - lightrag_db_network
+    restart: always
+
+  qdrant:
+    image: qdrant/qdrant
+    volumes:
+      - ./volumes/qdrant:/qdrant/storage
+      - ./volumes/qdrant/snapshots:/qdrant/snapshots
+    environment:
+      QDRANT__SERVICE__API_KEY: ${VECTOR_STORE_DB_API_KEY}
+    # ports:
+    #   - "6333:6333"  # REST API
+    #   - "6334:6334"  # GRPC
+    networks:
+      - lightrag_db_network
+    restart: always
+
+  redis:
+    image: redis:alpine
+    volumes:
+      - ./volumes/redis:/data
+    # ports:
+    #   - "127.0.0.1:6379:6379"
+    networks:
+      - lightrag_db_network
+    restart: always
+
+networks:
+  lightrag_db_network:
+    name: lightrag_db_network