feat: add support for Matrixone database (#20714)

docker/docker-compose.yaml

@@ -195,6 +195,11 @@ x-shared-env: &shared-api-worker-env
   TIDB_VECTOR_USER: ${TIDB_VECTOR_USER:-}
   TIDB_VECTOR_PASSWORD: ${TIDB_VECTOR_PASSWORD:-}
   TIDB_VECTOR_DATABASE: ${TIDB_VECTOR_DATABASE:-dify}
+  MATRIXONE_HOST: ${MATRIXONE_HOST:-matrixone}
+  MATRIXONE_PORT: ${MATRIXONE_PORT:-6001}
+  MATRIXONE_USER: ${MATRIXONE_USER:-dump}
+  MATRIXONE_PASSWORD: ${MATRIXONE_PASSWORD:-111}
+  MATRIXONE_DATABASE: ${MATRIXONE_DATABASE:-dify}
   TIDB_ON_QDRANT_URL: ${TIDB_ON_QDRANT_URL:-http://127.0.0.1}
   TIDB_ON_QDRANT_API_KEY: ${TIDB_ON_QDRANT_API_KEY:-dify}
   TIDB_ON_QDRANT_CLIENT_TIMEOUT: ${TIDB_ON_QDRANT_CLIENT_TIMEOUT:-20}
@@ -1124,6 +1129,18 @@ services:
     ports:
       - ${MYSCALE_PORT:-8123}:${MYSCALE_PORT:-8123}
 
+  # Matrixone vector store.
+  matrixone:
+    hostname: matrixone
+    image: matrixorigin/matrixone:2.1.1
+    profiles:
+      - matrixone
+    restart: always
+    volumes:
+      - ./volumes/matrixone/data:/mo-data
+    ports:
+      - ${MATRIXONE_PORT:-6001}:${MATRIXONE_PORT:-6001}
+
   # https://www.elastic.co/guide/en/elasticsearch/reference/current/settings.html
   # https://www.elastic.co/guide/en/elasticsearch/reference/current/docker.html#docker-prod-prerequisites
   elasticsearch: