diff --git a/appwrite/code/.env.example b/appwrite/code/.env.example
index 18e247c..110cf4d 100644
--- a/appwrite/code/.env.example
+++ b/appwrite/code/.env.example
@@ -6,6 +6,7 @@ _APP_OPTIONS_FUNCTIONS_FORCE_HTTPS=disabled
 _APP_OPTIONS_ROUTER_PROTECTION=disabled
 _APP_OPENSSL_KEY_V1=your-secret-key
 _APP_DOMAIN=localhost
+_APP_CUSTOM_DOMAIN_DENY_LIST=example.com,test.com,app.example.com
 _APP_DOMAIN_FUNCTIONS=functions.localhost
 _APP_DOMAIN_TARGET=localhost
 _APP_CONSOLE_WHITELIST_ROOT=enabled
@@ -27,6 +28,8 @@ _APP_USAGE_TIMESERIES_INTERVAL=30
 _APP_USAGE_DATABASE_INTERVAL=900
 _APP_WORKER_PER_CORE=6
 _APP_CONSOLE_SESSION_ALERTS=disabled
+_APP_COMPRESSION_ENABLED=enabled
+_APP_COMPRESSION_MIN_SIZE_BYTES=1024
 _APP_REDIS_HOST=redis
 _APP_REDIS_PORT=6379
 _APP_REDIS_USER=
@@ -58,6 +61,7 @@ _APP_STORAGE_S3_ACCESS_KEY=
 _APP_STORAGE_S3_SECRET=
 _APP_STORAGE_S3_REGION=us-east-1
 _APP_STORAGE_S3_BUCKET=
+_APP_STORAGE_S3_ENDPOINT=
 _APP_STORAGE_DO_SPACES_ACCESS_KEY=
 _APP_STORAGE_DO_SPACES_SECRET=
 _APP_STORAGE_DO_SPACES_REGION=us-east-1
@@ -107,6 +111,7 @@ _APP_MAINTENANCE_DELAY=0
 _APP_MAINTENANCE_RETENTION_CACHE=2592000
 _APP_MAINTENANCE_RETENTION_EXECUTION=1209600
 _APP_MAINTENANCE_RETENTION_AUDIT=1209600
+_APP_MAINTENANCE_RETENTION_AUDIT_CONSOLE=15778800
 _APP_MAINTENANCE_RETENTION_ABUSE=86400
 _APP_MAINTENANCE_RETENTION_USAGE_HOURLY=8640000
 _APP_MAINTENANCE_RETENTION_SCHEDULES=86400
diff --git a/appwrite/code/docker-compose.yml b/appwrite/code/docker-compose.yml
index cca2c8d..f3d746a 100644
--- a/appwrite/code/docker-compose.yml
+++ b/appwrite/code/docker-compose.yml
@@ -28,7 +28,7 @@ services:
       - appwrite
 
   appwrite:
-    image: appwrite/appwrite:1.6.0
+    image: appwrite/appwrite:1.6.2
     <<: *x-logging
     restart: unless-stopped
     networks:
@@ -61,6 +61,7 @@ services:
       - _APP_ENV
       - _APP_WORKER_PER_CORE
       - _APP_LOCALE
+      - _APP_COMPRESSION_MIN_SIZE_BYTES
       - _APP_CONSOLE_WHITELIST_ROOT
       - _APP_CONSOLE_WHITELIST_EMAILS
       - _APP_CONSOLE_SESSION_ALERTS
@@ -103,6 +104,7 @@ services:
       - _APP_STORAGE_S3_SECRET
       - _APP_STORAGE_S3_REGION
       - _APP_STORAGE_S3_BUCKET
+      - _APP_STORAGE_S3_ENDPOINT
       - _APP_STORAGE_DO_SPACES_ACCESS_KEY
       - _APP_STORAGE_DO_SPACES_SECRET
       - _APP_STORAGE_DO_SPACES_REGION
@@ -134,6 +136,7 @@ services:
       - _APP_MAINTENANCE_RETENTION_CACHE
       - _APP_MAINTENANCE_RETENTION_ABUSE
       - _APP_MAINTENANCE_RETENTION_AUDIT
+      - _APP_MAINTENANCE_RETENTION_AUDIT_CONSOLE
       - _APP_MAINTENANCE_RETENTION_USAGE_HOURLY
       - _APP_MAINTENANCE_RETENTION_SCHEDULES
       - _APP_SMS_PROVIDER
@@ -150,10 +153,9 @@ services:
       - _APP_MIGRATIONS_FIREBASE_CLIENT_ID
       - _APP_MIGRATIONS_FIREBASE_CLIENT_SECRET
       - _APP_ASSISTANT_OPENAI_API_KEY
-
   appwrite-console:
     <<: *x-logging
-    image: appwrite/console:5.0.12
+    image: appwrite/console:5.2.58
     restart: unless-stopped
     networks:
       - appwrite
@@ -173,7 +175,7 @@ services:
       - traefik.http.routers.appwrite_console_https.tls=true
 
   appwrite-realtime:
-    image: appwrite/appwrite:1.6.0
+    image: appwrite/appwrite:1.6.2
     entrypoint: realtime
     <<: *x-logging
     restart: unless-stopped
@@ -215,7 +217,7 @@ services:
       - _APP_LOGGING_CONFIG
 
   appwrite-worker-audits:
-    image: appwrite/appwrite:1.6.0
+    image: appwrite/appwrite:1.6.2
     entrypoint: worker-audits
     <<: *x-logging
     restart: unless-stopped
@@ -240,7 +242,7 @@ services:
       - _APP_LOGGING_CONFIG
 
   appwrite-worker-webhooks:
-    image: appwrite/appwrite:1.6.0
+    image: appwrite/appwrite:1.6.2
     entrypoint: worker-webhooks
     <<: *x-logging
     restart: unless-stopped
@@ -267,7 +269,7 @@ services:
       - _APP_LOGGING_CONFIG
 
   appwrite-worker-deletes:
-    image: appwrite/appwrite:1.6.0
+    image: appwrite/appwrite:1.6.2
     entrypoint: worker-deletes
     <<: *x-logging
     restart: unless-stopped
@@ -300,6 +302,7 @@ services:
       - _APP_STORAGE_S3_SECRET
       - _APP_STORAGE_S3_REGION
       - _APP_STORAGE_S3_BUCKET
+      - _APP_STORAGE_S3_ENDPOINT
       - _APP_STORAGE_DO_SPACES_ACCESS_KEY
       - _APP_STORAGE_DO_SPACES_SECRET
       - _APP_STORAGE_DO_SPACES_REGION
@@ -321,10 +324,13 @@ services:
       - _APP_EXECUTOR_HOST
       - _APP_MAINTENANCE_RETENTION_ABUSE
       - _APP_MAINTENANCE_RETENTION_AUDIT
+      - _APP_MAINTENANCE_RETENTION_AUDIT_CONSOLE
       - _APP_MAINTENANCE_RETENTION_EXECUTION
+      - _APP_SYSTEM_SECURITY_EMAIL_ADDRESS
+      - _APP_EMAIL_CERTIFICATES
 
   appwrite-worker-databases:
-    image: appwrite/appwrite:1.6.0
+    image: appwrite/appwrite:1.6.2
     entrypoint: worker-databases
     <<: *x-logging
     restart: unless-stopped
@@ -349,7 +355,7 @@ services:
       - _APP_LOGGING_CONFIG
 
   appwrite-worker-builds:
-    image: appwrite/appwrite:1.6.0
+    image: appwrite/appwrite:1.6.2
     entrypoint: worker-builds
     <<: *x-logging
     restart: unless-stopped
@@ -393,6 +399,7 @@ services:
       - _APP_STORAGE_S3_SECRET
       - _APP_STORAGE_S3_REGION
       - _APP_STORAGE_S3_BUCKET
+      - _APP_STORAGE_S3_ENDPOINT
       - _APP_STORAGE_DO_SPACES_ACCESS_KEY
       - _APP_STORAGE_DO_SPACES_SECRET
       - _APP_STORAGE_DO_SPACES_REGION
@@ -411,7 +418,7 @@ services:
       - _APP_STORAGE_WASABI_BUCKET
 
   appwrite-worker-certificates:
-    image: appwrite/appwrite:1.6.0
+    image: appwrite/appwrite:1.6.2
     entrypoint: worker-certificates
     <<: *x-logging
     restart: unless-stopped
@@ -443,7 +450,7 @@ services:
       - _APP_LOGGING_CONFIG
 
   appwrite-worker-functions:
-    image: appwrite/appwrite:1.6.0
+    image: appwrite/appwrite:1.6.2
     entrypoint: worker-functions
     <<: *x-logging
     restart: unless-stopped
@@ -480,7 +487,7 @@ services:
       - _APP_LOGGING_CONFIG
 
   appwrite-worker-mails:
-    image: appwrite/appwrite:1.6.0
+    image: appwrite/appwrite:1.6.2
     entrypoint: worker-mails
     <<: *x-logging
     restart: unless-stopped
@@ -509,9 +516,11 @@ services:
       - _APP_SMTP_USERNAME
       - _APP_SMTP_PASSWORD
       - _APP_LOGGING_CONFIG
+      - _APP_DOMAIN
+      - _APP_OPTIONS_FORCE_HTTPS
 
   appwrite-worker-messaging:
-    image: appwrite/appwrite:1.6.0
+    image: appwrite/appwrite:1.6.2
     entrypoint: worker-messaging
     <<: *x-logging
     restart: unless-stopped
@@ -542,6 +551,7 @@ services:
       - _APP_STORAGE_S3_SECRET
       - _APP_STORAGE_S3_REGION
       - _APP_STORAGE_S3_BUCKET
+      - _APP_STORAGE_S3_ENDPOINT
       - _APP_STORAGE_DO_SPACES_ACCESS_KEY
       - _APP_STORAGE_DO_SPACES_SECRET
       - _APP_STORAGE_DO_SPACES_REGION
@@ -560,7 +570,7 @@ services:
       - _APP_STORAGE_WASABI_BUCKET
 
   appwrite-worker-migrations:
-    image: appwrite/appwrite:1.6.0
+    image: appwrite/appwrite:1.6.2
     entrypoint: worker-migrations
     <<: *x-logging
     restart: unless-stopped
@@ -589,7 +599,7 @@ services:
       - _APP_MIGRATIONS_FIREBASE_CLIENT_SECRET
 
   appwrite-task-maintenance:
-    image: appwrite/appwrite:1.6.0
+    image: appwrite/appwrite:1.6.2
     entrypoint: maintenance
     <<: *x-logging
     restart: unless-stopped
@@ -618,12 +628,43 @@ services:
       - _APP_MAINTENANCE_RETENTION_CACHE
       - _APP_MAINTENANCE_RETENTION_ABUSE
       - _APP_MAINTENANCE_RETENTION_AUDIT
+      - _APP_MAINTENANCE_RETENTION_AUDIT_CONSOLE
       - _APP_MAINTENANCE_RETENTION_USAGE_HOURLY
       - _APP_MAINTENANCE_RETENTION_SCHEDULES
 
-  appwrite-worker-usage:
-    image: appwrite/appwrite:1.6.0
-    entrypoint: worker-usage
+  appwrite-task-stats-resources:
+    image: appwrite/appwrite:1.6.2
+    entrypoint: stats-resources
+    <<: *x-logging
+    networks:
+      - appwrite
+    volumes:
+      - ./app:/usr/src/code/app
+      - ./src:/usr/src/code/src
+    depends_on:
+      - redis
+      - mariadb
+    environment:
+      - _APP_ENV
+      - _APP_WORKER_PER_CORE
+      - _APP_OPENSSL_KEY_V1
+      - _APP_DB_HOST
+      - _APP_DB_PORT
+      - _APP_DB_SCHEMA
+      - _APP_DB_USER
+      - _APP_DB_PASS
+      - _APP_REDIS_HOST
+      - _APP_REDIS_PORT
+      - _APP_REDIS_USER
+      - _APP_REDIS_PASS
+      - _APP_USAGE_STATS
+      - _APP_LOGGING_CONFIG
+      - _APP_DATABASE_SHARED_TABLES
+      - _APP_STATS_RESOURCES_INTERVAL
+
+  appwrite-worker-stats-resources:
+    image: appwrite/appwrite:1.6.2
+    entrypoint: worker-stats-resources
     <<: *x-logging
     restart: unless-stopped
     networks:
@@ -646,12 +687,13 @@ services:
       - _APP_REDIS_PASS
       - _APP_USAGE_STATS
       - _APP_LOGGING_CONFIG
-      - _APP_USAGE_AGGREGATION_INTERVAL
+      - _APP_STATS_RESOURCES_INTERVAL
 
-  appwrite-worker-usage-dump:
-    image: appwrite/appwrite:1.6.0
-    entrypoint: worker-usage-dump
+  appwrite-worker-stats-usage:
+    image: appwrite/appwrite:1.6.2
+    entrypoint: worker-stats-usage
     <<: *x-logging
+    restart: unless-stopped
     networks:
       - appwrite
     depends_on:
@@ -675,7 +717,7 @@ services:
       - _APP_USAGE_AGGREGATION_INTERVAL
 
   appwrite-task-scheduler-functions:
-    image: appwrite/appwrite:1.6.0
+    image: appwrite/appwrite:1.6.2
     entrypoint: schedule-functions
     <<: *x-logging
     restart: unless-stopped
@@ -699,7 +741,7 @@ services:
       - _APP_DB_PASS
 
   appwrite-task-scheduler-executions:
-    image: appwrite/appwrite:1.6.0
+    image: appwrite/appwrite:1.6.2
     entrypoint: schedule-executions
     <<: *x-logging
     restart: unless-stopped
@@ -723,7 +765,7 @@ services:
       - _APP_DB_PASS
 
   appwrite-task-scheduler-messages:
-    image: appwrite/appwrite:1.6.0
+    image: appwrite/appwrite:1.6.2
     entrypoint: schedule-messages
     <<: *x-logging
     restart: unless-stopped
@@ -786,6 +828,7 @@ services:
       - OPR_EXECUTOR_STORAGE_S3_SECRET=$_APP_STORAGE_S3_SECRET
       - OPR_EXECUTOR_STORAGE_S3_REGION=$_APP_STORAGE_S3_REGION
       - OPR_EXECUTOR_STORAGE_S3_BUCKET=$_APP_STORAGE_S3_BUCKET
+      - OPR_EXECUTOR_STORAGE_S3_ENDPOINT=$_APP_STORAGE_S3_ENDPOINT
       - OPR_EXECUTOR_STORAGE_DO_SPACES_ACCESS_KEY=$_APP_STORAGE_DO_SPACES_ACCESS_KEY
       - OPR_EXECUTOR_STORAGE_DO_SPACES_SECRET=$_APP_STORAGE_DO_SPACES_SECRET
       - OPR_EXECUTOR_STORAGE_DO_SPACES_REGION=$_APP_STORAGE_DO_SPACES_REGION
diff --git a/dify/code/.env.example b/dify/code/.env.example
index afd2caf..aacef0e 100644
--- a/dify/code/.env.example
+++ b/dify/code/.env.example
@@ -39,6 +39,12 @@ APP_WEB_URL=
 # File preview or download Url prefix.
 # used to display File preview or download Url to the front-end or as Multi-model inputs;
 # Url is signed and has expiration time.
+# Setting FILES_URL is required for file processing plugins.
+#   - For https://example.com, use FILES_URL=https://example.com
+#   - For http://example.com, use FILES_URL=http://example.com
+#   Recommendation: use a dedicated domain (e.g., https://upload.example.com).
+#   Alternatively, use http://<your-ip>:5001 or http://api:5001,
+#   ensuring port 5001 is externally accessible (see docker-compose.yaml).
 FILES_URL=
 
 # ------------------------------
@@ -68,15 +74,19 @@ DEBUG=false
 # which is convenient for debugging.
 FLASK_DEBUG=false
 
-# A secretkey that is used for securely signing the session cookie
+# Enable request logging, which will log the request and response information.
+# And the log level is DEBUG
+ENABLE_REQUEST_LOGGING=False
+
+# A secret key that is used for securely signing the session cookie
 # and encrypting sensitive information on the database.
 # You can generate a strong key using `openssl rand -base64 42`.
 SECRET_KEY=sk-9f73s3ljTXVcMT3Blb3ljTqtsKiGHXVcMT3BlbkFJLK7U
 
 # Password for admin user initialization.
 # If left unset, admin user will not be prompted for a password
-# when creating the initial admin account. 
-# The length of the password cannot exceed 30 charactors.
+# when creating the initial admin account.
+# The length of the password cannot exceed 30 characters.
 INIT_PASSWORD=
 
 # Deployment environment.
@@ -174,6 +184,12 @@ CELERY_MIN_WORKERS=
 API_TOOL_DEFAULT_CONNECT_TIMEOUT=10
 API_TOOL_DEFAULT_READ_TIMEOUT=60
 
+# -------------------------------
+# Datasource Configuration
+# --------------------------------
+ENABLE_WEBSITE_JINAREADER=true
+ENABLE_WEBSITE_FIRECRAWL=true
+ENABLE_WEBSITE_WATERCRAWL=true
 
 # ------------------------------
 # Database Configuration
@@ -344,7 +360,7 @@ TENCENT_COS_SCHEME=your-scheme
 
 # Oracle Storage Configuration
 #
-OCI_ENDPOINT=https://objectstorage.us-ashburn-1.oraclecloud.com
+OCI_ENDPOINT=https://your-object-storage-namespace.compat.objectstorage.us-ashburn-1.oraclecloud.com
 OCI_BUCKET_NAME=your-bucket-name
 OCI_ACCESS_KEY=your-access-key
 OCI_SECRET_KEY=your-secret-key
@@ -383,7 +399,7 @@ SUPABASE_URL=your-server-url
 # ------------------------------
 
 # The type of vector store to use.
-# Supported values are `weaviate`, `qdrant`, `milvus`, `myscale`, `relyt`, `pgvector`, `pgvecto-rs`, `chroma`, `opensearch`, `tidb_vector`, `oracle`, `tencent`, `elasticsearch`, `elasticsearch-ja`, `analyticdb`, `couchbase`, `vikingdb`, `oceanbase`.
+# Supported values are `weaviate`, `qdrant`, `milvus`, `myscale`, `relyt`, `pgvector`, `pgvecto-rs`, `chroma`, `opensearch`, `oracle`, `tencent`, `elasticsearch`, `elasticsearch-ja`, `analyticdb`, `couchbase`, `vikingdb`, `oceanbase`, `opengauss`, `tablestore`,`vastbase`,`tidb`,`tidb_on_qdrant`,`baidu`,`lindorm`,`huawei_cloud`,`upstash`.
 VECTOR_STORE=weaviate
 
 # The Weaviate endpoint URL. Only available when VECTOR_STORE is `weaviate`.
@@ -397,13 +413,15 @@ QDRANT_CLIENT_TIMEOUT=20
 QDRANT_GRPC_ENABLED=false
 QDRANT_GRPC_PORT=6334
 
-# Milvus configuration Only available when VECTOR_STORE is `milvus`.
+# Milvus configuration. Only available when VECTOR_STORE is `milvus`.
 # The milvus uri.
-MILVUS_URI=http://127.0.0.1:19530
+MILVUS_URI=http://host.docker.internal:19530
+MILVUS_DATABASE=
 MILVUS_TOKEN=
-MILVUS_USER=root
-MILVUS_PASSWORD=Milvus
+MILVUS_USER=
+MILVUS_PASSWORD=
 MILVUS_ENABLE_HYBRID_SEARCH=False
+MILVUS_ANALYZER_PARAMS=
 
 # MyScale configuration, only available when VECTOR_STORE is `myscale`
 # For multi-language support, please set MYSCALE_FTS_PARAMS with referring to:
@@ -431,6 +449,17 @@ PGVECTOR_PASSWORD=difyai123456
 PGVECTOR_DATABASE=dify
 PGVECTOR_MIN_CONNECTION=1
 PGVECTOR_MAX_CONNECTION=5
+PGVECTOR_PG_BIGM=false
+PGVECTOR_PG_BIGM_VERSION=1.2-20240606
+
+# vastbase configurations, only available when VECTOR_STORE is `vastbase`
+VASTBASE_HOST=vastbase
+VASTBASE_PORT=5432
+VASTBASE_USER=dify
+VASTBASE_PASSWORD=Difyai123456
+VASTBASE_DATABASE=dify
+VASTBASE_MIN_CONNECTION=1
+VASTBASE_MAX_CONNECTION=5
 
 # pgvecto-rs configurations, only available when VECTOR_STORE is `pgvecto-rs`
 PGVECTO_RS_HOST=pgvecto-rs
@@ -453,7 +482,7 @@ ANALYTICDB_PORT=5432
 ANALYTICDB_MIN_CONNECTION=1
 ANALYTICDB_MAX_CONNECTION=5
 
-# TiDB vector configurations, only available when VECTOR_STORE is `tidb`
+# TiDB vector configurations, only available when VECTOR_STORE is `tidb_vector`
 TIDB_VECTOR_HOST=tidb
 TIDB_VECTOR_PORT=4000
 TIDB_VECTOR_USER=
@@ -483,11 +512,13 @@ CHROMA_AUTH_PROVIDER=chromadb.auth.token_authn.TokenAuthClientProvider
 CHROMA_AUTH_CREDENTIALS=
 
 # Oracle configuration, only available when VECTOR_STORE is `oracle`
-ORACLE_HOST=oracle
-ORACLE_PORT=1521
 ORACLE_USER=dify
 ORACLE_PASSWORD=dify
-ORACLE_DATABASE=FREEPDB1
+ORACLE_DSN=oracle:1521/FREEPDB1
+ORACLE_CONFIG_DIR=/app/api/storage/wallet
+ORACLE_WALLET_LOCATION=/app/api/storage/wallet
+ORACLE_WALLET_PASSWORD=dify
+ORACLE_IS_AUTONOMOUS=false
 
 # relyt configurations, only available when VECTOR_STORE is `relyt`
 RELYT_HOST=db
@@ -499,9 +530,13 @@ RELYT_DATABASE=postgres
 # open search configuration, only available when VECTOR_STORE is `opensearch`
 OPENSEARCH_HOST=opensearch
 OPENSEARCH_PORT=9200
+OPENSEARCH_SECURE=true
+OPENSEARCH_AUTH_METHOD=basic
 OPENSEARCH_USER=admin
 OPENSEARCH_PASSWORD=admin
-OPENSEARCH_SECURE=true
+# If using AWS managed IAM, e.g. Managed Cluster or OpenSearch Serverless
+OPENSEARCH_AWS_REGION=ap-southeast-1
+OPENSEARCH_AWS_SERVICE=aoss
 
 # tencent vector configurations, only available when VECTOR_STORE is `tencent`
 TENCENT_VECTOR_DB_URL=http://127.0.0.1
@@ -511,6 +546,7 @@ TENCENT_VECTOR_DB_USERNAME=dify
 TENCENT_VECTOR_DB_DATABASE=dify
 TENCENT_VECTOR_DB_SHARD=1
 TENCENT_VECTOR_DB_REPLICAS=2
+TENCENT_VECTOR_DB_ENABLE_HYBRID_SEARCH=false
 
 # ElasticSearch configuration, only available when VECTOR_STORE is `elasticsearch`
 ELASTICSEARCH_HOST=0.0.0.0
@@ -541,6 +577,7 @@ VIKINGDB_SOCKET_TIMEOUT=30
 LINDORM_URL=http://lindorm:30070
 LINDORM_USERNAME=lindorm
 LINDORM_PASSWORD=lindorm
+LINDORM_QUERY_TIMEOUT=1
 
 # OceanBase Vector configuration, only available when VECTOR_STORE is `oceanbase`
 OCEANBASE_VECTOR_HOST=oceanbase
@@ -550,11 +587,34 @@ OCEANBASE_VECTOR_PASSWORD=difyai123456
 OCEANBASE_VECTOR_DATABASE=test
 OCEANBASE_CLUSTER_NAME=difyai
 OCEANBASE_MEMORY_LIMIT=6G
+OCEANBASE_ENABLE_HYBRID_SEARCH=false
+
+# opengauss configurations, only available when VECTOR_STORE is `opengauss`
+OPENGAUSS_HOST=opengauss
+OPENGAUSS_PORT=6600
+OPENGAUSS_USER=postgres
+OPENGAUSS_PASSWORD=Dify@123
+OPENGAUSS_DATABASE=dify
+OPENGAUSS_MIN_CONNECTION=1
+OPENGAUSS_MAX_CONNECTION=5
+OPENGAUSS_ENABLE_PQ=false
+
+# huawei cloud search service vector configurations, only available when VECTOR_STORE is `huawei_cloud`
+HUAWEI_CLOUD_HOSTS=https://127.0.0.1:9200
+HUAWEI_CLOUD_USER=admin
+HUAWEI_CLOUD_PASSWORD=admin
 
 # Upstash Vector configuration, only available when VECTOR_STORE is `upstash`
 UPSTASH_VECTOR_URL=https://xxx-vector.upstash.io
 UPSTASH_VECTOR_TOKEN=dify
 
+# TableStore Vector configuration
+# (only used when VECTOR_STORE is tablestore)
+TABLESTORE_ENDPOINT=https://instance-name.cn-hangzhou.ots.aliyuncs.com
+TABLESTORE_INSTANCE_NAME=instance-name
+TABLESTORE_ACCESS_KEY_ID=xxx
+TABLESTORE_ACCESS_KEY_SECRET=xxx
+
 # ------------------------------
 # Knowledge Configuration
 # ------------------------------
@@ -582,17 +642,22 @@ SCARF_NO_ANALYTICS=true
 # ------------------------------
 
 # The maximum number of tokens allowed for prompt generation.
-# This setting controls the upper limit of tokens that can be used by the LLM 
+# This setting controls the upper limit of tokens that can be used by the LLM
 # when generating a prompt in the prompt generation tool.
 # Default: 512 tokens.
 PROMPT_GENERATION_MAX_TOKENS=512
 
 # The maximum number of tokens allowed for code generation.
-# This setting controls the upper limit of tokens that can be used by the LLM 
+# This setting controls the upper limit of tokens that can be used by the LLM
 # when generating code in the code generation tool.
 # Default: 1024 tokens.
 CODE_GENERATION_MAX_TOKENS=1024
 
+# Enable or disable plugin based token counting. If disabled, token counting will return 0.
+# This can improve performance by skipping token counting operations.
+# Default: false (disabled).
+PLUGIN_BASED_TOKEN_COUNTING_ENABLED=false
+
 # ------------------------------
 # Multi-modal Configuration
 # ------------------------------
@@ -709,15 +774,34 @@ MAX_VARIABLE_SIZE=204800
 WORKFLOW_PARALLEL_DEPTH_LIMIT=3
 WORKFLOW_FILE_UPLOAD_LIMIT=10
 
+# Workflow storage configuration
+# Options: rdbms, hybrid
+# rdbms: Use only the relational database (default)
+# hybrid: Save new data to object storage, read from both object storage and RDBMS
+WORKFLOW_NODE_EXECUTION_STORAGE=rdbms
+
 # HTTP request node in workflow configuration
 HTTP_REQUEST_NODE_MAX_BINARY_SIZE=10485760
 HTTP_REQUEST_NODE_MAX_TEXT_SIZE=1048576
+HTTP_REQUEST_NODE_SSL_VERIFY=True
 
 # SSRF Proxy server HTTP URL
 SSRF_PROXY_HTTP_URL=http://ssrf_proxy:3128
 # SSRF Proxy server HTTPS URL
 SSRF_PROXY_HTTPS_URL=http://ssrf_proxy:3128
 
+# Maximum loop count in the workflow
+LOOP_NODE_MAX_COUNT=100
+
+# The maximum number of tools that can be used in the agent.
+MAX_TOOLS_NUM=10
+
+# Maximum number of Parallelism branches in the workflow
+MAX_PARALLEL_LIMIT=10
+
+# The maximum number of iterations for agent setting
+MAX_ITERATIONS_NUM=5
+
 # ------------------------------
 # Environment Variables for web Service
 # ------------------------------
@@ -785,7 +869,7 @@ CHROMA_IS_PERSISTENT=TRUE
 
 # ------------------------------
 # Environment Variables for Oracle Service
-# (only used when VECTOR_STORE is Oracle)
+# (only used when VECTOR_STORE is oracle)
 # ------------------------------
 ORACLE_PWD=Dify123456
 ORACLE_CHARACTERSET=AL32UTF8
@@ -954,6 +1038,7 @@ PLUGIN_DEBUGGING_PORT=5003
 EXPOSE_PLUGIN_DEBUGGING_HOST=localhost
 EXPOSE_PLUGIN_DEBUGGING_PORT=5003
 
+# If this key is changed, DIFY_INNER_API_KEY in plugin_daemon service must also be updated or agent node will fail.
 PLUGIN_DIFY_INNER_API_KEY=QaHbTe77CtuXmsfyhR7+vRjI/+XbV1AaFy691iy+kGDv2Jvy0/eAh8Y1
 PLUGIN_DIFY_INNER_API_URL=http://api:5001
 
@@ -963,3 +1048,59 @@ MARKETPLACE_ENABLED=true
 MARKETPLACE_API_URL=https://marketplace.dify.ai
 
 FORCE_VERIFYING_SIGNATURE=true
+
+PLUGIN_PYTHON_ENV_INIT_TIMEOUT=120
+PLUGIN_MAX_EXECUTION_TIMEOUT=600
+# PIP_MIRROR_URL=https://pypi.tuna.tsinghua.edu.cn/simple
+PIP_MIRROR_URL=
+
+# https://github.com/langgenius/dify-plugin-daemon/blob/main/.env.example
+# Plugin storage type, local aws_s3 tencent_cos azure_blob aliyun_oss
+PLUGIN_STORAGE_TYPE=local
+PLUGIN_STORAGE_LOCAL_ROOT=/app/storage
+PLUGIN_WORKING_PATH=/app/storage/cwd
+PLUGIN_INSTALLED_PATH=plugin
+PLUGIN_PACKAGE_CACHE_PATH=plugin_packages
+PLUGIN_MEDIA_CACHE_PATH=assets
+# Plugin oss bucket
+PLUGIN_STORAGE_OSS_BUCKET=
+# Plugin oss s3 credentials
+PLUGIN_S3_USE_AWS_MANAGED_IAM=false
+PLUGIN_S3_ENDPOINT=
+PLUGIN_S3_USE_PATH_STYLE=false
+PLUGIN_AWS_ACCESS_KEY=
+PLUGIN_AWS_SECRET_KEY=
+PLUGIN_AWS_REGION=
+# Plugin oss azure blob
+PLUGIN_AZURE_BLOB_STORAGE_CONTAINER_NAME=
+PLUGIN_AZURE_BLOB_STORAGE_CONNECTION_STRING=
+# Plugin oss tencent cos
+PLUGIN_TENCENT_COS_SECRET_KEY=
+PLUGIN_TENCENT_COS_SECRET_ID=
+PLUGIN_TENCENT_COS_REGION=
+# Plugin oss aliyun oss
+PLUGIN_ALIYUN_OSS_REGION=
+PLUGIN_ALIYUN_OSS_ENDPOINT=
+PLUGIN_ALIYUN_OSS_ACCESS_KEY_ID=
+PLUGIN_ALIYUN_OSS_ACCESS_KEY_SECRET=
+PLUGIN_ALIYUN_OSS_AUTH_VERSION=v4
+PLUGIN_ALIYUN_OSS_PATH=
+
+# ------------------------------
+# OTLP Collector Configuration
+# ------------------------------
+ENABLE_OTEL=false
+OTLP_BASE_ENDPOINT=http://localhost:4318
+OTLP_API_KEY=
+OTEL_EXPORTER_OTLP_PROTOCOL=
+OTEL_EXPORTER_TYPE=otlp
+OTEL_SAMPLING_RATE=0.1
+OTEL_BATCH_EXPORT_SCHEDULE_DELAY=5000
+OTEL_MAX_QUEUE_SIZE=2048
+OTEL_MAX_EXPORT_BATCH_SIZE=512
+OTEL_METRIC_EXPORT_INTERVAL=60000
+OTEL_BATCH_EXPORT_TIMEOUT=10000
+OTEL_METRIC_EXPORT_TIMEOUT=30000
+
+# Prevent Clickjacking
+ALLOW_EMBED=false
diff --git a/dify/code/README.md b/dify/code/README.md
index c3cd1f9..22dfe2c 100644
--- a/dify/code/README.md
+++ b/dify/code/README.md
@@ -14,7 +14,6 @@ Welcome to the new `docker` directory for deploying Dify using Docker Compose. T
 
 - **Unified Vector Database Services**: All vector database services are now managed from a single Docker Compose file `docker-compose.yaml`. You can switch between different vector databases by setting the `VECTOR_STORE` environment variable in your `.env` file.
 - **Mandatory .env File**: A `.env` file is now required to run `docker compose up`. This file is crucial for configuring your deployment and for any custom settings to persist through upgrades.
-- **Legacy Support**: Previous deployment files are now located in the `docker-legacy` directory and will no longer be maintained.
 
 ### How to Deploy Dify with `docker-compose.yaml`
 
@@ -27,7 +26,10 @@ Welcome to the new `docker` directory for deploying Dify using Docker Compose. T
     - Execute `docker compose up` from the `docker` directory to start the services.
     - To specify a vector database, set the `VECTOR_STORE` variable in your `.env` file to your desired vector database service, such as `milvus`, `weaviate`, or `opensearch`.
 4. **SSL Certificate Setup**:
-    - Rrefer `docker/certbot/README.md` to set up SSL certificates using Certbot.
+    - Refer `docker/certbot/README.md` to set up SSL certificates using Certbot.
+5. **OpenTelemetry Collector Setup**:
+   - Change `ENABLE_OTEL` to `true` in `.env`.
+   - Configure `OTLP_BASE_ENDPOINT` properly.
 
 ### How to Deploy Middleware for Developing Dify
 
@@ -36,7 +38,8 @@ Welcome to the new `docker` directory for deploying Dify using Docker Compose. T
     - Navigate to the `docker` directory.
     - Ensure the `middleware.env` file is created by running `cp middleware.env.example middleware.env` (refer to the `middleware.env.example` file).
 2. **Running Middleware Services**:
-    - Execute `docker-compose -f docker-compose.middleware.yaml up --env-file middleware.env -d` to start the middleware services.
+    - Navigate to the `docker` directory.
+    - Execute `docker compose -f docker-compose.middleware.yaml --profile weaviate -p dify up -d` to start the middleware services. (Change the profile to other vector database if you are not using weaviate)
 
 ### Migration for Existing Users
 
@@ -54,7 +57,7 @@ For users migrating from the `docker-legacy` setup:
 
 - **Vector Database Services**: Depending on the type of vector database used (`VECTOR_STORE`), users can set specific endpoints, ports, and authentication details.
 - **Storage Services**: Depending on the storage type (`STORAGE_TYPE`), users can configure specific settings for S3, Azure Blob, Google Storage, etc.
-- **API and Web Services**: Users can define URLs and other settings that affect how the API and web frontends operate.
+- **API and Web Services**: Users can define URLs and other settings that affect how the API and web frontend operate.
 
 #### Other notable variables
 
@@ -88,7 +91,11 @@ The `.env.example` file provided in the Docker setup is extensive and covers a w
 8. **CORS Configuration**:
     - `WEB_API_CORS_ALLOW_ORIGINS`, `CONSOLE_CORS_ALLOW_ORIGINS`: Settings for cross-origin resource sharing.
 
-9. **Other Service-Specific Environment Variables**:
+9. **OpenTelemetry Configuration**:
+    - `ENABLE_OTEL`: Enable OpenTelemetry collector in api.
+    - `OTLP_BASE_ENDPOINT`: Endpoint for your OTLP exporter.
+  
+10. **Other Service-Specific Environment Variables**:
     - Each service like `nginx`, `redis`, `db`, and vector databases have specific environment variables that are directly referenced in the `docker-compose.yaml`.
 
 ### Additional Information
diff --git a/dify/code/couchbase-server/Dockerfile b/dify/code/couchbase-server/Dockerfile
index bd8af64..23e487e 100644
--- a/dify/code/couchbase-server/Dockerfile
+++ b/dify/code/couchbase-server/Dockerfile
@@ -1,4 +1,4 @@
 FROM couchbase/server:latest AS stage_base
-# FROM couchbase:latest AS stage_base 
+# FROM couchbase:latest AS stage_base
 COPY init-cbserver.sh /opt/couchbase/init/
-RUN chmod +x /opt/couchbase/init/init-cbserver.sh
\ No newline at end of file
+RUN chmod +x /opt/couchbase/init/init-cbserver.sh
diff --git a/dify/code/couchbase-server/init-cbserver.sh b/dify/code/couchbase-server/init-cbserver.sh
index e66bc18..e19a650 100755
--- a/dify/code/couchbase-server/init-cbserver.sh
+++ b/dify/code/couchbase-server/init-cbserver.sh
@@ -1,8 +1,8 @@
 #!/bin/bash
-# used to start couchbase server - can't get around this as docker compose only allows you to start one command - so we have to start couchbase like the standard couchbase Dockerfile would 
+# used to start couchbase server - can't get around this as docker compose only allows you to start one command - so we have to start couchbase like the standard couchbase Dockerfile would
 # https://github.com/couchbase/docker/blob/master/enterprise/couchbase-server/7.2.0/Dockerfile#L88
 
-/entrypoint.sh couchbase-server & 
+/entrypoint.sh couchbase-server &
 
 # track if setup is complete so we don't try to setup again
 FILE=/opt/couchbase/init/setupComplete.txt
@@ -36,9 +36,9 @@ if ! [ -f "$FILE" ]; then
   --bucket-ramsize $COUCHBASE_BUCKET_RAMSIZE \
   --bucket-type couchbase
 
-  # create file so we know that the cluster is setup and don't run the setup again 
+  # create file so we know that the cluster is setup and don't run the setup again
   touch $FILE
-fi 
+fi
   # docker compose will stop the container from running unless we do this
   # known issue and workaround
   tail -f /dev/null
diff --git a/dify/code/docker-compose-template.yaml b/dify/code/docker-compose-template.yaml
index f284449..ceb32e4 100644
--- a/dify/code/docker-compose-template.yaml
+++ b/dify/code/docker-compose-template.yaml
@@ -2,7 +2,7 @@ x-shared-env: &shared-api-worker-env
 services:
   # API service
   api:
-    image: langgenius/dify-api:0.15.3
+    image: langgenius/dify-api:1.4.0
     restart: always
     environment:
       # Use the shared environment variables.
@@ -12,11 +12,15 @@ services:
       SENTRY_DSN: ${API_SENTRY_DSN:-}
       SENTRY_TRACES_SAMPLE_RATE: ${API_SENTRY_TRACES_SAMPLE_RATE:-1.0}
       SENTRY_PROFILES_SAMPLE_RATE: ${API_SENTRY_PROFILES_SAMPLE_RATE:-1.0}
+      PLUGIN_REMOTE_INSTALL_HOST: ${EXPOSE_PLUGIN_DEBUGGING_HOST:-localhost}
+      PLUGIN_REMOTE_INSTALL_PORT: ${EXPOSE_PLUGIN_DEBUGGING_PORT:-5003}
       PLUGIN_MAX_PACKAGE_SIZE: ${PLUGIN_MAX_PACKAGE_SIZE:-52428800}
       INNER_API_KEY_FOR_PLUGIN: ${PLUGIN_DIFY_INNER_API_KEY:-QaHbTe77CtuXmsfyhR7+vRjI/+XbV1AaFy691iy+kGDv2Jvy0/eAh8Y1}
     depends_on:
-      - db
-      - redis
+      db:
+        condition: service_healthy
+      redis:
+        condition: service_started
     volumes:
       # Mount the storage directory to the container, for storing user files.
       - ./volumes/app/storage:/app/api/storage
@@ -27,7 +31,7 @@ services:
   # worker service
   # The Celery worker for processing the queue.
   worker:
-    image: langgenius/dify-api:0.15.3
+    image: langgenius/dify-api:1.4.0
     restart: always
     environment:
       # Use the shared environment variables.
@@ -40,8 +44,10 @@ services:
       PLUGIN_MAX_PACKAGE_SIZE: ${PLUGIN_MAX_PACKAGE_SIZE:-52428800}
       INNER_API_KEY_FOR_PLUGIN: ${PLUGIN_DIFY_INNER_API_KEY:-QaHbTe77CtuXmsfyhR7+vRjI/+XbV1AaFy691iy+kGDv2Jvy0/eAh8Y1}
     depends_on:
-      - db
-      - redis
+      db:
+        condition: service_healthy
+      redis:
+        condition: service_started
     volumes:
       # Mount the storage directory to the container, for storing user files.
       - ./volumes/app/storage:/app/api/storage
@@ -51,7 +57,7 @@ services:
 
   # Frontend web application.
   web:
-    image: langgenius/dify-web:0.15.3
+    image: langgenius/dify-web:1.4.0
     restart: always
     environment:
       CONSOLE_API_URL: ${CONSOLE_API_URL:-}
@@ -60,12 +66,19 @@ services:
       NEXT_TELEMETRY_DISABLED: ${NEXT_TELEMETRY_DISABLED:-0}
       TEXT_GENERATION_TIMEOUT_MS: ${TEXT_GENERATION_TIMEOUT_MS:-60000}
       CSP_WHITELIST: ${CSP_WHITELIST:-}
+      ALLOW_EMBED: ${ALLOW_EMBED:-false}
       MARKETPLACE_API_URL: ${MARKETPLACE_API_URL:-https://marketplace.dify.ai}
       MARKETPLACE_URL: ${MARKETPLACE_URL:-https://marketplace.dify.ai}
       TOP_K_MAX_VALUE: ${TOP_K_MAX_VALUE:-}
       INDEXING_MAX_SEGMENTATION_TOKENS_LENGTH: ${INDEXING_MAX_SEGMENTATION_TOKENS_LENGTH:-}
       PM2_INSTANCES: ${PM2_INSTANCES:-2}
-
+      LOOP_NODE_MAX_COUNT: ${LOOP_NODE_MAX_COUNT:-100}
+      MAX_TOOLS_NUM: ${MAX_TOOLS_NUM:-10}
+      MAX_PARALLEL_LIMIT: ${MAX_PARALLEL_LIMIT:-10}
+      MAX_ITERATIONS_NUM: ${MAX_ITERATIONS_NUM:-5}
+      ENABLE_WEBSITE_JINAREADER: ${ENABLE_WEBSITE_JINAREADER:-true}
+      ENABLE_WEBSITE_FIRECRAWL: ${ENABLE_WEBSITE_FIRECRAWL:-true}
+      ENABLE_WEBSITE_WATERCRAWL: ${ENABLE_WEBSITE_WATERCRAWL:-true}
   # The postgres database.
   db:
     image: postgres:15-alpine
@@ -84,12 +97,10 @@ services:
     volumes:
       - ./volumes/db/data:/var/lib/postgresql/data
     healthcheck:
-      test: [ 'CMD', 'pg_isready' ]
+      test: [ 'CMD', 'pg_isready', '-h', 'db', '-U', '${PGUSER:-postgres}', '-d', '${POSTGRES_DB:-dify}' ]
       interval: 1s
       timeout: 3s
-      retries: 30
-    ports:
-      - '${EXPOSE_DB_PORT:-5432}:5432'
+      retries: 60
 
   # The redis cache.
   redis:
@@ -107,7 +118,7 @@ services:
 
   # The DifySandbox
   sandbox:
-    image: langgenius/dify-sandbox:0.2.10
+    image: langgenius/dify-sandbox:0.2.12
     restart: always
     environment:
       # The DifySandbox configurations
@@ -120,8 +131,10 @@ services:
       HTTP_PROXY: ${SANDBOX_HTTP_PROXY:-http://ssrf_proxy:3128}
       HTTPS_PROXY: ${SANDBOX_HTTPS_PROXY:-http://ssrf_proxy:3128}
       SANDBOX_PORT: ${SANDBOX_PORT:-8194}
+      PIP_MIRROR_URL: ${PIP_MIRROR_URL:-}
     volumes:
       - ./volumes/sandbox/dependencies:/dependencies
+      - ./volumes/sandbox/conf:/conf
     healthcheck:
       test: [ 'CMD', 'curl', '-f', 'http://localhost:8194/health' ]
     networks:
@@ -129,7 +142,7 @@ services:
 
   # plugin daemon
   plugin_daemon:
-    image: langgenius/dify-plugin-daemon:0.0.2-local
+    image: langgenius/dify-plugin-daemon:0.0.10-local
     restart: always
     environment:
       # Use the shared environment variables.
@@ -140,20 +153,48 @@ services:
       MAX_PLUGIN_PACKAGE_SIZE: ${PLUGIN_MAX_PACKAGE_SIZE:-52428800}
       PPROF_ENABLED: ${PLUGIN_PPROF_ENABLED:-false}
       DIFY_INNER_API_URL: ${PLUGIN_DIFY_INNER_API_URL:-http://api:5001}
-      DIFY_INNER_API_KEY: ${INNER_API_KEY_FOR_PLUGIN:-QaHbTe77CtuXmsfyhR7+vRjI/+XbV1AaFy691iy+kGDv2Jvy0/eAh8Y1}
-      PLUGIN_REMOTE_INSTALLING_HOST: ${PLUGIN_REMOTE_INSTALL_HOST:-0.0.0.0}
-      PLUGIN_REMOTE_INSTALLING_PORT: ${PLUGIN_REMOTE_INSTALL_PORT:-5003}
+      DIFY_INNER_API_KEY: ${PLUGIN_DIFY_INNER_API_KEY:-QaHbTe77CtuXmsfyhR7+vRjI/+XbV1AaFy691iy+kGDv2Jvy0/eAh8Y1}
+      PLUGIN_REMOTE_INSTALLING_HOST: ${PLUGIN_DEBUGGING_HOST:-0.0.0.0}
+      PLUGIN_REMOTE_INSTALLING_PORT: ${PLUGIN_DEBUGGING_PORT:-5003}
       PLUGIN_WORKING_PATH: ${PLUGIN_WORKING_PATH:-/app/storage/cwd}
       FORCE_VERIFYING_SIGNATURE: ${FORCE_VERIFYING_SIGNATURE:-true}
+      PYTHON_ENV_INIT_TIMEOUT: ${PLUGIN_PYTHON_ENV_INIT_TIMEOUT:-120}
+      PLUGIN_MAX_EXECUTION_TIMEOUT: ${PLUGIN_MAX_EXECUTION_TIMEOUT:-600}
+      PIP_MIRROR_URL: ${PIP_MIRROR_URL:-}
+      PLUGIN_STORAGE_TYPE: ${PLUGIN_STORAGE_TYPE:-local}
+      PLUGIN_STORAGE_LOCAL_ROOT: ${PLUGIN_STORAGE_LOCAL_ROOT:-/app/storage}
+      PLUGIN_INSTALLED_PATH: ${PLUGIN_INSTALLED_PATH:-plugin}
+      PLUGIN_PACKAGE_CACHE_PATH: ${PLUGIN_PACKAGE_CACHE_PATH:-plugin_packages}
+      PLUGIN_MEDIA_CACHE_PATH: ${PLUGIN_MEDIA_CACHE_PATH:-assets}
+      PLUGIN_STORAGE_OSS_BUCKET: ${PLUGIN_STORAGE_OSS_BUCKET:-}
+      S3_USE_AWS_MANAGED_IAM: ${PLUGIN_S3_USE_AWS_MANAGED_IAM:-false}
+      S3_ENDPOINT: ${PLUGIN_S3_ENDPOINT:-}
+      S3_USE_PATH_STYLE: ${PLUGIN_S3_USE_PATH_STYLE:-false}
+      AWS_ACCESS_KEY: ${PLUGIN_AWS_ACCESS_KEY:-}
+      AWS_SECRET_KEY: ${PLUGIN_AWS_SECRET_KEY:-}
+      AWS_REGION: ${PLUGIN_AWS_REGION:-}
+      AZURE_BLOB_STORAGE_CONNECTION_STRING: ${PLUGIN_AZURE_BLOB_STORAGE_CONNECTION_STRING:-}
+      AZURE_BLOB_STORAGE_CONTAINER_NAME: ${PLUGIN_AZURE_BLOB_STORAGE_CONTAINER_NAME:-}
+      TENCENT_COS_SECRET_KEY: ${PLUGIN_TENCENT_COS_SECRET_KEY:-}
+      TENCENT_COS_SECRET_ID: ${PLUGIN_TENCENT_COS_SECRET_ID:-}
+      TENCENT_COS_REGION: ${PLUGIN_TENCENT_COS_REGION:-}
+      ALIYUN_OSS_REGION: ${PLUGIN_ALIYUN_OSS_REGION:-}
+      ALIYUN_OSS_ENDPOINT: ${PLUGIN_ALIYUN_OSS_ENDPOINT:-}
+      ALIYUN_OSS_ACCESS_KEY_ID: ${PLUGIN_ALIYUN_OSS_ACCESS_KEY_ID:-}
+      ALIYUN_OSS_ACCESS_KEY_SECRET: ${PLUGIN_ALIYUN_OSS_ACCESS_KEY_SECRET:-}
+      ALIYUN_OSS_AUTH_VERSION: ${PLUGIN_ALIYUN_OSS_AUTH_VERSION:-v4}
+      ALIYUN_OSS_PATH: ${PLUGIN_ALIYUN_OSS_PATH:-}
     ports:
       - "${EXPOSE_PLUGIN_DEBUGGING_PORT:-5003}:${PLUGIN_DEBUGGING_PORT:-5003}"
     volumes:
       - ./volumes/plugin_daemon:/app/storage
-
+    depends_on:
+      db:
+        condition: service_healthy
 
   # ssrf_proxy server
   # for more information, please refer to
-  # https://docs.dify.ai/learn-more/faq/install-faq#id-18.-why-is-ssrf_proxy-needed
+  # https://docs.dify.ai/learn-more/faq/install-faq#18-why-is-ssrf-proxy-needed%3F
   ssrf_proxy:
     image: ubuntu/squid:latest
     restart: always
@@ -315,8 +356,37 @@ services:
       POSTGRES_DB: ${PGVECTOR_POSTGRES_DB:-dify}
       # postgres data directory
       PGDATA: ${PGVECTOR_PGDATA:-/var/lib/postgresql/data/pgdata}
+      # pg_bigm module for full text search
+      PG_BIGM: ${PGVECTOR_PG_BIGM:-false}
+      PG_BIGM_VERSION: ${PGVECTOR_PG_BIGM_VERSION:-1.2-20240606}
     volumes:
       - ./volumes/pgvector/data:/var/lib/postgresql/data
+      - ./pgvector/docker-entrypoint.sh:/docker-entrypoint.sh
+    entrypoint: [ '/docker-entrypoint.sh' ]
+    healthcheck:
+      test: [ 'CMD', 'pg_isready' ]
+      interval: 1s
+      timeout: 3s
+      retries: 30
+
+  # get image from https://www.vastdata.com.cn/
+  vastbase:
+    image: vastdata/vastbase-vector
+    profiles:
+      - vastbase
+    restart: always
+    environment:
+      - VB_DBCOMPATIBILITY=PG
+      - VB_DB=dify
+      - VB_USERNAME=dify
+      - VB_PASSWORD=Difyai123456
+    ports:
+      - '5434:5432'
+    volumes:
+      - ./vastbase/lic:/home/vastbase/vastbase/lic
+      - ./vastbase/data:/home/vastbase/data
+      - ./vastbase/backup:/home/vastbase/backup
+      - ./vastbase/backup_log:/home/vastbase/backup_log
     healthcheck:
       test: [ 'CMD', 'pg_isready' ]
       interval: 1s
@@ -360,7 +430,8 @@ services:
 
   # OceanBase vector database
   oceanbase:
-    image: quay.io/oceanbase/oceanbase-ce:4.3.3.0-100000142024101215
+    image: oceanbase/oceanbase-ce:4.3.5.1-101000042025031818
+    container_name: oceanbase
     profiles:
       - oceanbase
     restart: always
@@ -373,7 +444,9 @@ services:
       OB_SYS_PASSWORD: ${OCEANBASE_VECTOR_PASSWORD:-difyai123456}
       OB_TENANT_PASSWORD: ${OCEANBASE_VECTOR_PASSWORD:-difyai123456}
       OB_CLUSTER_NAME: ${OCEANBASE_CLUSTER_NAME:-difyai}
-      OB_SERVER_IP: '127.0.0.1'
+      MODE: MINI
+    ports:
+      - "${OCEANBASE_VECTOR_PORT:-2881}:2881"
 
   # Oracle vector database
   oracle:
@@ -495,6 +568,28 @@ services:
     depends_on:
       - opensearch
 
+  # opengauss vector database.
+  opengauss:
+    image: opengauss/opengauss:7.0.0-RC1
+    profiles:
+      - opengauss
+    privileged: true
+    restart: always
+    environment:
+      GS_USERNAME: ${OPENGAUSS_USER:-postgres}
+      GS_PASSWORD: ${OPENGAUSS_PASSWORD:-Dify@123}
+      GS_PORT: ${OPENGAUSS_PORT:-6600}
+      GS_DB: ${OPENGAUSS_DATABASE:-dify}
+    volumes:
+      - ./volumes/opengauss/data:/var/lib/opengauss/data
+    healthcheck:
+      test: [ "CMD-SHELL", "netstat -lntp | grep tcp6 > /dev/null 2>&1" ]
+      interval: 10s
+      timeout: 10s
+      retries: 10
+    ports:
+      - ${OPENGAUSS_PORT:-6600}:${OPENGAUSS_PORT:-6600}
+
   # MyScale vector database
   myscale:
     container_name: myscale
diff --git a/dify/code/docker-compose.middleware.yaml b/dify/code/docker-compose.middleware.yaml
index 961f953..8690a50 100644
--- a/dify/code/docker-compose.middleware.yaml
+++ b/dify/code/docker-compose.middleware.yaml
@@ -29,6 +29,8 @@ services:
   redis:
     image: redis:6-alpine
     restart: always
+    env_file:
+      - ./middleware.env
     environment:
       REDISCLI_AUTH: ${REDIS_PASSWORD:-difyai123456}
     volumes:
@@ -43,8 +45,10 @@ services:
 
   # The DifySandbox
   sandbox:
-    image: langgenius/dify-sandbox:0.2.10
+    image: langgenius/dify-sandbox:0.2.12
     restart: always
+    env_file:
+      - ./middleware.env
     environment:
       # The DifySandbox configurations
       # Make sure you are changing this key for your deployment with a strong key.
@@ -56,6 +60,7 @@ services:
       HTTP_PROXY: ${SANDBOX_HTTP_PROXY:-http://ssrf_proxy:3128}
       HTTPS_PROXY: ${SANDBOX_HTTPS_PROXY:-http://ssrf_proxy:3128}
       SANDBOX_PORT: ${SANDBOX_PORT:-8194}
+      PIP_MIRROR_URL: ${PIP_MIRROR_URL:-}
     volumes:
       - ./volumes/sandbox/dependencies:/dependencies
       - ./volumes/sandbox/conf:/conf
@@ -66,8 +71,10 @@ services:
 
   # plugin daemon
   plugin_daemon:
-    image: langgenius/dify-plugin-daemon:0.0.2-local
+    image: langgenius/dify-plugin-daemon:0.0.10-local
     restart: always
+    env_file:
+      - ./middleware.env
     environment:
       # Use the shared environment variables.
       DB_HOST: ${DB_HOST:-db}
@@ -88,6 +95,32 @@ services:
       PLUGIN_REMOTE_INSTALLING_PORT: ${PLUGIN_DEBUGGING_PORT:-5003}
       PLUGIN_WORKING_PATH: ${PLUGIN_WORKING_PATH:-/app/storage/cwd}
       FORCE_VERIFYING_SIGNATURE: ${FORCE_VERIFYING_SIGNATURE:-true}
+      PYTHON_ENV_INIT_TIMEOUT: ${PLUGIN_PYTHON_ENV_INIT_TIMEOUT:-120}
+      PLUGIN_MAX_EXECUTION_TIMEOUT: ${PLUGIN_MAX_EXECUTION_TIMEOUT:-600}
+      PIP_MIRROR_URL: ${PIP_MIRROR_URL:-}
+      PLUGIN_STORAGE_TYPE: ${PLUGIN_STORAGE_TYPE:-local}
+      PLUGIN_STORAGE_LOCAL_ROOT: ${PLUGIN_STORAGE_LOCAL_ROOT:-/app/storage}
+      PLUGIN_INSTALLED_PATH: ${PLUGIN_INSTALLED_PATH:-plugin}
+      PLUGIN_PACKAGE_CACHE_PATH: ${PLUGIN_PACKAGE_CACHE_PATH:-plugin_packages}
+      PLUGIN_MEDIA_CACHE_PATH: ${PLUGIN_MEDIA_CACHE_PATH:-assets}
+      PLUGIN_STORAGE_OSS_BUCKET: ${PLUGIN_STORAGE_OSS_BUCKET:-}
+      S3_USE_AWS_MANAGED_IAM: ${PLUGIN_S3_USE_AWS_MANAGED_IAM:-false}
+      S3_ENDPOINT: ${PLUGIN_S3_ENDPOINT:-}
+      S3_USE_PATH_STYLE: ${PLUGIN_S3_USE_PATH_STYLE:-false}
+      AWS_ACCESS_KEY: ${PLUGIN_AWS_ACCESS_KEY:-}
+      AWS_SECRET_KEY: ${PLUGIN_AWS_SECRET_KEY:-}
+      AWS_REGION: ${PLUGIN_AWS_REGION:-}
+      AZURE_BLOB_STORAGE_CONNECTION_STRING: ${PLUGIN_AZURE_BLOB_STORAGE_CONNECTION_STRING:-}
+      AZURE_BLOB_STORAGE_CONTAINER_NAME: ${PLUGIN_AZURE_BLOB_STORAGE_CONTAINER_NAME:-}
+      TENCENT_COS_SECRET_KEY: ${PLUGIN_TENCENT_COS_SECRET_KEY:-}
+      TENCENT_COS_SECRET_ID: ${PLUGIN_TENCENT_COS_SECRET_ID:-}
+      TENCENT_COS_REGION: ${PLUGIN_TENCENT_COS_REGION:-}
+      ALIYUN_OSS_REGION: ${PLUGIN_ALIYUN_OSS_REGION:-}
+      ALIYUN_OSS_ENDPOINT: ${PLUGIN_ALIYUN_OSS_ENDPOINT:-}
+      ALIYUN_OSS_ACCESS_KEY_ID: ${PLUGIN_ALIYUN_OSS_ACCESS_KEY_ID:-}
+      ALIYUN_OSS_ACCESS_KEY_SECRET: ${PLUGIN_ALIYUN_OSS_ACCESS_KEY_SECRET:-}
+      ALIYUN_OSS_AUTH_VERSION: ${PLUGIN_ALIYUN_OSS_AUTH_VERSION:-v4}
+      ALIYUN_OSS_PATH: ${PLUGIN_ALIYUN_OSS_PATH:-}
     ports:
       - "${EXPOSE_PLUGIN_DAEMON_PORT:-5002}:${PLUGIN_DAEMON_PORT:-5002}"
       - "${EXPOSE_PLUGIN_DEBUGGING_PORT:-5003}:${PLUGIN_DEBUGGING_PORT:-5003}"
@@ -96,7 +129,7 @@ services:
 
   # ssrf_proxy server
   # for more information, please refer to
-  # https://docs.dify.ai/learn-more/faq/install-faq#id-18.-why-is-ssrf_proxy-needed
+  # https://docs.dify.ai/learn-more/faq/install-faq#18-why-is-ssrf-proxy-needed%3F
   ssrf_proxy:
     image: ubuntu/squid:latest
     restart: always
@@ -104,6 +137,8 @@ services:
       - ./ssrf_proxy/squid.conf.template:/etc/squid/squid.conf.template
       - ./ssrf_proxy/docker-entrypoint.sh:/docker-entrypoint-mount.sh
     entrypoint: [ "sh", "-c", "cp /docker-entrypoint-mount.sh /docker-entrypoint.sh && sed -i 's/\r$$//' /docker-entrypoint.sh && chmod +x /docker-entrypoint.sh && /docker-entrypoint.sh" ]
+    env_file:
+      - ./middleware.env
     environment:
       # pls clearly modify the squid env vars to fit your network environment.
       HTTP_PORT: ${SSRF_HTTP_PORT:-3128}
diff --git a/dify/code/docker-compose.png b/dify/code/docker-compose.png
index bdac113..015d450 100644
Binary files a/dify/code/docker-compose.png and b/dify/code/docker-compose.png differ
diff --git a/dify/code/docker-compose.yaml b/dify/code/docker-compose.yaml
index 5ee9cb3..90dd29c 100644
--- a/dify/code/docker-compose.yaml
+++ b/dify/code/docker-compose.yaml
@@ -19,6 +19,7 @@ x-shared-env: &shared-api-worker-env
   LOG_TZ: ${LOG_TZ:-UTC}
   DEBUG: ${DEBUG:-false}
   FLASK_DEBUG: ${FLASK_DEBUG:-false}
+  ENABLE_REQUEST_LOGGING: ${ENABLE_REQUEST_LOGGING:-False}
   SECRET_KEY: ${SECRET_KEY:-sk-9f73s3ljTXVcMT3Blb3ljTqtsKiGHXVcMT3BlbkFJLK7U}
   INIT_PASSWORD: ${INIT_PASSWORD:-}
   DEPLOY_ENV: ${DEPLOY_ENV:-PRODUCTION}
@@ -43,6 +44,9 @@ x-shared-env: &shared-api-worker-env
   CELERY_MIN_WORKERS: ${CELERY_MIN_WORKERS:-}
   API_TOOL_DEFAULT_CONNECT_TIMEOUT: ${API_TOOL_DEFAULT_CONNECT_TIMEOUT:-10}
   API_TOOL_DEFAULT_READ_TIMEOUT: ${API_TOOL_DEFAULT_READ_TIMEOUT:-60}
+  ENABLE_WEBSITE_JINAREADER: ${ENABLE_WEBSITE_JINAREADER:-true}
+  ENABLE_WEBSITE_FIRECRAWL: ${ENABLE_WEBSITE_FIRECRAWL:-true}
+  ENABLE_WEBSITE_WATERCRAWL: ${ENABLE_WEBSITE_WATERCRAWL:-true}
   DB_USERNAME: ${DB_USERNAME:-postgres}
   DB_PASSWORD: ${DB_PASSWORD:-difyai123456}
   DB_HOST: ${DB_HOST:-db}
@@ -105,7 +109,7 @@ x-shared-env: &shared-api-worker-env
   TENCENT_COS_SECRET_ID: ${TENCENT_COS_SECRET_ID:-your-secret-id}
   TENCENT_COS_REGION: ${TENCENT_COS_REGION:-your-region}
   TENCENT_COS_SCHEME: ${TENCENT_COS_SCHEME:-your-scheme}
-  OCI_ENDPOINT: ${OCI_ENDPOINT:-https://objectstorage.us-ashburn-1.oraclecloud.com}
+  OCI_ENDPOINT: ${OCI_ENDPOINT:-https://your-object-storage-namespace.compat.objectstorage.us-ashburn-1.oraclecloud.com}
   OCI_BUCKET_NAME: ${OCI_BUCKET_NAME:-your-bucket-name}
   OCI_ACCESS_KEY: ${OCI_ACCESS_KEY:-your-access-key}
   OCI_SECRET_KEY: ${OCI_SECRET_KEY:-your-secret-key}
@@ -134,11 +138,13 @@ x-shared-env: &shared-api-worker-env
   QDRANT_CLIENT_TIMEOUT: ${QDRANT_CLIENT_TIMEOUT:-20}
   QDRANT_GRPC_ENABLED: ${QDRANT_GRPC_ENABLED:-false}
   QDRANT_GRPC_PORT: ${QDRANT_GRPC_PORT:-6334}
-  MILVUS_URI: ${MILVUS_URI:-http://127.0.0.1:19530}
+  MILVUS_URI: ${MILVUS_URI:-http://host.docker.internal:19530}
+  MILVUS_DATABASE: ${MILVUS_DATABASE:-}
   MILVUS_TOKEN: ${MILVUS_TOKEN:-}
-  MILVUS_USER: ${MILVUS_USER:-root}
-  MILVUS_PASSWORD: ${MILVUS_PASSWORD:-Milvus}
+  MILVUS_USER: ${MILVUS_USER:-}
+  MILVUS_PASSWORD: ${MILVUS_PASSWORD:-}
   MILVUS_ENABLE_HYBRID_SEARCH: ${MILVUS_ENABLE_HYBRID_SEARCH:-False}
+  MILVUS_ANALYZER_PARAMS: ${MILVUS_ANALYZER_PARAMS:-}
   MYSCALE_HOST: ${MYSCALE_HOST:-myscale}
   MYSCALE_PORT: ${MYSCALE_PORT:-8123}
   MYSCALE_USER: ${MYSCALE_USER:-default}
@@ -157,6 +163,15 @@ x-shared-env: &shared-api-worker-env
   PGVECTOR_DATABASE: ${PGVECTOR_DATABASE:-dify}
   PGVECTOR_MIN_CONNECTION: ${PGVECTOR_MIN_CONNECTION:-1}
   PGVECTOR_MAX_CONNECTION: ${PGVECTOR_MAX_CONNECTION:-5}
+  PGVECTOR_PG_BIGM: ${PGVECTOR_PG_BIGM:-false}
+  PGVECTOR_PG_BIGM_VERSION: ${PGVECTOR_PG_BIGM_VERSION:-1.2-20240606}
+  VASTBASE_HOST: ${VASTBASE_HOST:-vastbase}
+  VASTBASE_PORT: ${VASTBASE_PORT:-5432}
+  VASTBASE_USER: ${VASTBASE_USER:-dify}
+  VASTBASE_PASSWORD: ${VASTBASE_PASSWORD:-Difyai123456}
+  VASTBASE_DATABASE: ${VASTBASE_DATABASE:-dify}
+  VASTBASE_MIN_CONNECTION: ${VASTBASE_MIN_CONNECTION:-1}
+  VASTBASE_MAX_CONNECTION: ${VASTBASE_MAX_CONNECTION:-5}
   PGVECTO_RS_HOST: ${PGVECTO_RS_HOST:-pgvecto-rs}
   PGVECTO_RS_PORT: ${PGVECTO_RS_PORT:-5432}
   PGVECTO_RS_USER: ${PGVECTO_RS_USER:-postgres}
@@ -197,11 +212,13 @@ x-shared-env: &shared-api-worker-env
   CHROMA_DATABASE: ${CHROMA_DATABASE:-default_database}
   CHROMA_AUTH_PROVIDER: ${CHROMA_AUTH_PROVIDER:-chromadb.auth.token_authn.TokenAuthClientProvider}
   CHROMA_AUTH_CREDENTIALS: ${CHROMA_AUTH_CREDENTIALS:-}
-  ORACLE_HOST: ${ORACLE_HOST:-oracle}
-  ORACLE_PORT: ${ORACLE_PORT:-1521}
   ORACLE_USER: ${ORACLE_USER:-dify}
   ORACLE_PASSWORD: ${ORACLE_PASSWORD:-dify}
-  ORACLE_DATABASE: ${ORACLE_DATABASE:-FREEPDB1}
+  ORACLE_DSN: ${ORACLE_DSN:-oracle:1521/FREEPDB1}
+  ORACLE_CONFIG_DIR: ${ORACLE_CONFIG_DIR:-/app/api/storage/wallet}
+  ORACLE_WALLET_LOCATION: ${ORACLE_WALLET_LOCATION:-/app/api/storage/wallet}
+  ORACLE_WALLET_PASSWORD: ${ORACLE_WALLET_PASSWORD:-dify}
+  ORACLE_IS_AUTONOMOUS: ${ORACLE_IS_AUTONOMOUS:-false}
   RELYT_HOST: ${RELYT_HOST:-db}
   RELYT_PORT: ${RELYT_PORT:-5432}
   RELYT_USER: ${RELYT_USER:-postgres}
@@ -209,9 +226,12 @@ x-shared-env: &shared-api-worker-env
   RELYT_DATABASE: ${RELYT_DATABASE:-postgres}
   OPENSEARCH_HOST: ${OPENSEARCH_HOST:-opensearch}
   OPENSEARCH_PORT: ${OPENSEARCH_PORT:-9200}
+  OPENSEARCH_SECURE: ${OPENSEARCH_SECURE:-true}
+  OPENSEARCH_AUTH_METHOD: ${OPENSEARCH_AUTH_METHOD:-basic}
   OPENSEARCH_USER: ${OPENSEARCH_USER:-admin}
   OPENSEARCH_PASSWORD: ${OPENSEARCH_PASSWORD:-admin}
-  OPENSEARCH_SECURE: ${OPENSEARCH_SECURE:-true}
+  OPENSEARCH_AWS_REGION: ${OPENSEARCH_AWS_REGION:-ap-southeast-1}
+  OPENSEARCH_AWS_SERVICE: ${OPENSEARCH_AWS_SERVICE:-aoss}
   TENCENT_VECTOR_DB_URL: ${TENCENT_VECTOR_DB_URL:-http://127.0.0.1}
   TENCENT_VECTOR_DB_API_KEY: ${TENCENT_VECTOR_DB_API_KEY:-dify}
   TENCENT_VECTOR_DB_TIMEOUT: ${TENCENT_VECTOR_DB_TIMEOUT:-30}
@@ -219,6 +239,7 @@ x-shared-env: &shared-api-worker-env
   TENCENT_VECTOR_DB_DATABASE: ${TENCENT_VECTOR_DB_DATABASE:-dify}
   TENCENT_VECTOR_DB_SHARD: ${TENCENT_VECTOR_DB_SHARD:-1}
   TENCENT_VECTOR_DB_REPLICAS: ${TENCENT_VECTOR_DB_REPLICAS:-2}
+  TENCENT_VECTOR_DB_ENABLE_HYBRID_SEARCH: ${TENCENT_VECTOR_DB_ENABLE_HYBRID_SEARCH:-false}
   ELASTICSEARCH_HOST: ${ELASTICSEARCH_HOST:-0.0.0.0}
   ELASTICSEARCH_PORT: ${ELASTICSEARCH_PORT:-9200}
   ELASTICSEARCH_USERNAME: ${ELASTICSEARCH_USERNAME:-elastic}
@@ -241,6 +262,7 @@ x-shared-env: &shared-api-worker-env
   LINDORM_URL: ${LINDORM_URL:-http://lindorm:30070}
   LINDORM_USERNAME: ${LINDORM_USERNAME:-lindorm}
   LINDORM_PASSWORD: ${LINDORM_PASSWORD:-lindorm}
+  LINDORM_QUERY_TIMEOUT: ${LINDORM_QUERY_TIMEOUT:-1}
   OCEANBASE_VECTOR_HOST: ${OCEANBASE_VECTOR_HOST:-oceanbase}
   OCEANBASE_VECTOR_PORT: ${OCEANBASE_VECTOR_PORT:-2881}
   OCEANBASE_VECTOR_USER: ${OCEANBASE_VECTOR_USER:-root@test}
@@ -248,8 +270,24 @@ x-shared-env: &shared-api-worker-env
   OCEANBASE_VECTOR_DATABASE: ${OCEANBASE_VECTOR_DATABASE:-test}
   OCEANBASE_CLUSTER_NAME: ${OCEANBASE_CLUSTER_NAME:-difyai}
   OCEANBASE_MEMORY_LIMIT: ${OCEANBASE_MEMORY_LIMIT:-6G}
+  OCEANBASE_ENABLE_HYBRID_SEARCH: ${OCEANBASE_ENABLE_HYBRID_SEARCH:-false}
+  OPENGAUSS_HOST: ${OPENGAUSS_HOST:-opengauss}
+  OPENGAUSS_PORT: ${OPENGAUSS_PORT:-6600}
+  OPENGAUSS_USER: ${OPENGAUSS_USER:-postgres}
+  OPENGAUSS_PASSWORD: ${OPENGAUSS_PASSWORD:-Dify@123}
+  OPENGAUSS_DATABASE: ${OPENGAUSS_DATABASE:-dify}
+  OPENGAUSS_MIN_CONNECTION: ${OPENGAUSS_MIN_CONNECTION:-1}
+  OPENGAUSS_MAX_CONNECTION: ${OPENGAUSS_MAX_CONNECTION:-5}
+  OPENGAUSS_ENABLE_PQ: ${OPENGAUSS_ENABLE_PQ:-false}
+  HUAWEI_CLOUD_HOSTS: ${HUAWEI_CLOUD_HOSTS:-https://127.0.0.1:9200}
+  HUAWEI_CLOUD_USER: ${HUAWEI_CLOUD_USER:-admin}
+  HUAWEI_CLOUD_PASSWORD: ${HUAWEI_CLOUD_PASSWORD:-admin}
   UPSTASH_VECTOR_URL: ${UPSTASH_VECTOR_URL:-https://xxx-vector.upstash.io}
   UPSTASH_VECTOR_TOKEN: ${UPSTASH_VECTOR_TOKEN:-dify}
+  TABLESTORE_ENDPOINT: ${TABLESTORE_ENDPOINT:-https://instance-name.cn-hangzhou.ots.aliyuncs.com}
+  TABLESTORE_INSTANCE_NAME: ${TABLESTORE_INSTANCE_NAME:-instance-name}
+  TABLESTORE_ACCESS_KEY_ID: ${TABLESTORE_ACCESS_KEY_ID:-xxx}
+  TABLESTORE_ACCESS_KEY_SECRET: ${TABLESTORE_ACCESS_KEY_SECRET:-xxx}
   UPLOAD_FILE_SIZE_LIMIT: ${UPLOAD_FILE_SIZE_LIMIT:-15}
   UPLOAD_FILE_BATCH_LIMIT: ${UPLOAD_FILE_BATCH_LIMIT:-5}
   ETL_TYPE: ${ETL_TYPE:-dify}
@@ -258,6 +296,7 @@ x-shared-env: &shared-api-worker-env
   SCARF_NO_ANALYTICS: ${SCARF_NO_ANALYTICS:-true}
   PROMPT_GENERATION_MAX_TOKENS: ${PROMPT_GENERATION_MAX_TOKENS:-512}
   CODE_GENERATION_MAX_TOKENS: ${CODE_GENERATION_MAX_TOKENS:-1024}
+  PLUGIN_BASED_TOKEN_COUNTING_ENABLED: ${PLUGIN_BASED_TOKEN_COUNTING_ENABLED:-false}
   MULTIMODAL_SEND_FORMAT: ${MULTIMODAL_SEND_FORMAT:-base64}
   UPLOAD_IMAGE_FILE_SIZE_LIMIT: ${UPLOAD_IMAGE_FILE_SIZE_LIMIT:-10}
   UPLOAD_VIDEO_FILE_SIZE_LIMIT: ${UPLOAD_VIDEO_FILE_SIZE_LIMIT:-100}
@@ -304,10 +343,16 @@ x-shared-env: &shared-api-worker-env
   MAX_VARIABLE_SIZE: ${MAX_VARIABLE_SIZE:-204800}
   WORKFLOW_PARALLEL_DEPTH_LIMIT: ${WORKFLOW_PARALLEL_DEPTH_LIMIT:-3}
   WORKFLOW_FILE_UPLOAD_LIMIT: ${WORKFLOW_FILE_UPLOAD_LIMIT:-10}
+  WORKFLOW_NODE_EXECUTION_STORAGE: ${WORKFLOW_NODE_EXECUTION_STORAGE:-rdbms}
   HTTP_REQUEST_NODE_MAX_BINARY_SIZE: ${HTTP_REQUEST_NODE_MAX_BINARY_SIZE:-10485760}
   HTTP_REQUEST_NODE_MAX_TEXT_SIZE: ${HTTP_REQUEST_NODE_MAX_TEXT_SIZE:-1048576}
+  HTTP_REQUEST_NODE_SSL_VERIFY: ${HTTP_REQUEST_NODE_SSL_VERIFY:-True}
   SSRF_PROXY_HTTP_URL: ${SSRF_PROXY_HTTP_URL:-http://ssrf_proxy:3128}
   SSRF_PROXY_HTTPS_URL: ${SSRF_PROXY_HTTPS_URL:-http://ssrf_proxy:3128}
+  LOOP_NODE_MAX_COUNT: ${LOOP_NODE_MAX_COUNT:-100}
+  MAX_TOOLS_NUM: ${MAX_TOOLS_NUM:-10}
+  MAX_PARALLEL_LIMIT: ${MAX_PARALLEL_LIMIT:-10}
+  MAX_ITERATIONS_NUM: ${MAX_ITERATIONS_NUM:-5}
   TEXT_GENERATION_TIMEOUT_MS: ${TEXT_GENERATION_TIMEOUT_MS:-60000}
   PGUSER: ${PGUSER:-${DB_USERNAME}}
   POSTGRES_PASSWORD: ${POSTGRES_PASSWORD:-${DB_PASSWORD}}
@@ -410,11 +455,51 @@ x-shared-env: &shared-api-worker-env
   MARKETPLACE_ENABLED: ${MARKETPLACE_ENABLED:-true}
   MARKETPLACE_API_URL: ${MARKETPLACE_API_URL:-https://marketplace.dify.ai}
   FORCE_VERIFYING_SIGNATURE: ${FORCE_VERIFYING_SIGNATURE:-true}
+  PLUGIN_PYTHON_ENV_INIT_TIMEOUT: ${PLUGIN_PYTHON_ENV_INIT_TIMEOUT:-120}
+  PLUGIN_MAX_EXECUTION_TIMEOUT: ${PLUGIN_MAX_EXECUTION_TIMEOUT:-600}
+  PIP_MIRROR_URL: ${PIP_MIRROR_URL:-}
+  PLUGIN_STORAGE_TYPE: ${PLUGIN_STORAGE_TYPE:-local}
+  PLUGIN_STORAGE_LOCAL_ROOT: ${PLUGIN_STORAGE_LOCAL_ROOT:-/app/storage}
+  PLUGIN_WORKING_PATH: ${PLUGIN_WORKING_PATH:-/app/storage/cwd}
+  PLUGIN_INSTALLED_PATH: ${PLUGIN_INSTALLED_PATH:-plugin}
+  PLUGIN_PACKAGE_CACHE_PATH: ${PLUGIN_PACKAGE_CACHE_PATH:-plugin_packages}
+  PLUGIN_MEDIA_CACHE_PATH: ${PLUGIN_MEDIA_CACHE_PATH:-assets}
+  PLUGIN_STORAGE_OSS_BUCKET: ${PLUGIN_STORAGE_OSS_BUCKET:-}
+  PLUGIN_S3_USE_AWS_MANAGED_IAM: ${PLUGIN_S3_USE_AWS_MANAGED_IAM:-false}
+  PLUGIN_S3_ENDPOINT: ${PLUGIN_S3_ENDPOINT:-}
+  PLUGIN_S3_USE_PATH_STYLE: ${PLUGIN_S3_USE_PATH_STYLE:-false}
+  PLUGIN_AWS_ACCESS_KEY: ${PLUGIN_AWS_ACCESS_KEY:-}
+  PLUGIN_AWS_SECRET_KEY: ${PLUGIN_AWS_SECRET_KEY:-}
+  PLUGIN_AWS_REGION: ${PLUGIN_AWS_REGION:-}
+  PLUGIN_AZURE_BLOB_STORAGE_CONTAINER_NAME: ${PLUGIN_AZURE_BLOB_STORAGE_CONTAINER_NAME:-}
+  PLUGIN_AZURE_BLOB_STORAGE_CONNECTION_STRING: ${PLUGIN_AZURE_BLOB_STORAGE_CONNECTION_STRING:-}
+  PLUGIN_TENCENT_COS_SECRET_KEY: ${PLUGIN_TENCENT_COS_SECRET_KEY:-}
+  PLUGIN_TENCENT_COS_SECRET_ID: ${PLUGIN_TENCENT_COS_SECRET_ID:-}
+  PLUGIN_TENCENT_COS_REGION: ${PLUGIN_TENCENT_COS_REGION:-}
+  PLUGIN_ALIYUN_OSS_REGION: ${PLUGIN_ALIYUN_OSS_REGION:-}
+  PLUGIN_ALIYUN_OSS_ENDPOINT: ${PLUGIN_ALIYUN_OSS_ENDPOINT:-}
+  PLUGIN_ALIYUN_OSS_ACCESS_KEY_ID: ${PLUGIN_ALIYUN_OSS_ACCESS_KEY_ID:-}
+  PLUGIN_ALIYUN_OSS_ACCESS_KEY_SECRET: ${PLUGIN_ALIYUN_OSS_ACCESS_KEY_SECRET:-}
+  PLUGIN_ALIYUN_OSS_AUTH_VERSION: ${PLUGIN_ALIYUN_OSS_AUTH_VERSION:-v4}
+  PLUGIN_ALIYUN_OSS_PATH: ${PLUGIN_ALIYUN_OSS_PATH:-}
+  ENABLE_OTEL: ${ENABLE_OTEL:-false}
+  OTLP_BASE_ENDPOINT: ${OTLP_BASE_ENDPOINT:-http://localhost:4318}
+  OTLP_API_KEY: ${OTLP_API_KEY:-}
+  OTEL_EXPORTER_OTLP_PROTOCOL: ${OTEL_EXPORTER_OTLP_PROTOCOL:-}
+  OTEL_EXPORTER_TYPE: ${OTEL_EXPORTER_TYPE:-otlp}
+  OTEL_SAMPLING_RATE: ${OTEL_SAMPLING_RATE:-0.1}
+  OTEL_BATCH_EXPORT_SCHEDULE_DELAY: ${OTEL_BATCH_EXPORT_SCHEDULE_DELAY:-5000}
+  OTEL_MAX_QUEUE_SIZE: ${OTEL_MAX_QUEUE_SIZE:-2048}
+  OTEL_MAX_EXPORT_BATCH_SIZE: ${OTEL_MAX_EXPORT_BATCH_SIZE:-512}
+  OTEL_METRIC_EXPORT_INTERVAL: ${OTEL_METRIC_EXPORT_INTERVAL:-60000}
+  OTEL_BATCH_EXPORT_TIMEOUT: ${OTEL_BATCH_EXPORT_TIMEOUT:-10000}
+  OTEL_METRIC_EXPORT_TIMEOUT: ${OTEL_METRIC_EXPORT_TIMEOUT:-30000}
+  ALLOW_EMBED: ${ALLOW_EMBED:-false}
 
 services:
   # API service
   api:
-    image: langgenius/dify-api:0.15.3
+    image: langgenius/dify-api:1.4.0
     restart: always
     environment:
       # Use the shared environment variables.
@@ -424,11 +509,15 @@ services:
       SENTRY_DSN: ${API_SENTRY_DSN:-}
       SENTRY_TRACES_SAMPLE_RATE: ${API_SENTRY_TRACES_SAMPLE_RATE:-1.0}
       SENTRY_PROFILES_SAMPLE_RATE: ${API_SENTRY_PROFILES_SAMPLE_RATE:-1.0}
+      PLUGIN_REMOTE_INSTALL_HOST: ${EXPOSE_PLUGIN_DEBUGGING_HOST:-localhost}
+      PLUGIN_REMOTE_INSTALL_PORT: ${EXPOSE_PLUGIN_DEBUGGING_PORT:-5003}
       PLUGIN_MAX_PACKAGE_SIZE: ${PLUGIN_MAX_PACKAGE_SIZE:-52428800}
       INNER_API_KEY_FOR_PLUGIN: ${PLUGIN_DIFY_INNER_API_KEY:-QaHbTe77CtuXmsfyhR7+vRjI/+XbV1AaFy691iy+kGDv2Jvy0/eAh8Y1}
     depends_on:
-      - db
-      - redis
+      db:
+        condition: service_healthy
+      redis:
+        condition: service_started
     volumes:
       # Mount the storage directory to the container, for storing user files.
       - ./volumes/app/storage:/app/api/storage
@@ -439,7 +528,7 @@ services:
   # worker service
   # The Celery worker for processing the queue.
   worker:
-    image: langgenius/dify-api:0.15.3
+    image: langgenius/dify-api:1.4.0
     restart: always
     environment:
       # Use the shared environment variables.
@@ -452,8 +541,10 @@ services:
       PLUGIN_MAX_PACKAGE_SIZE: ${PLUGIN_MAX_PACKAGE_SIZE:-52428800}
       INNER_API_KEY_FOR_PLUGIN: ${PLUGIN_DIFY_INNER_API_KEY:-QaHbTe77CtuXmsfyhR7+vRjI/+XbV1AaFy691iy+kGDv2Jvy0/eAh8Y1}
     depends_on:
-      - db
-      - redis
+      db:
+        condition: service_healthy
+      redis:
+        condition: service_started
     volumes:
       # Mount the storage directory to the container, for storing user files.
       - ./volumes/app/storage:/app/api/storage
@@ -463,7 +554,7 @@ services:
 
   # Frontend web application.
   web:
-    image: langgenius/dify-web:0.15.3
+    image: langgenius/dify-web:1.4.0
     restart: always
     environment:
       CONSOLE_API_URL: ${CONSOLE_API_URL:-}
@@ -472,12 +563,19 @@ services:
       NEXT_TELEMETRY_DISABLED: ${NEXT_TELEMETRY_DISABLED:-0}
       TEXT_GENERATION_TIMEOUT_MS: ${TEXT_GENERATION_TIMEOUT_MS:-60000}
       CSP_WHITELIST: ${CSP_WHITELIST:-}
+      ALLOW_EMBED: ${ALLOW_EMBED:-false}
       MARKETPLACE_API_URL: ${MARKETPLACE_API_URL:-https://marketplace.dify.ai}
       MARKETPLACE_URL: ${MARKETPLACE_URL:-https://marketplace.dify.ai}
       TOP_K_MAX_VALUE: ${TOP_K_MAX_VALUE:-}
       INDEXING_MAX_SEGMENTATION_TOKENS_LENGTH: ${INDEXING_MAX_SEGMENTATION_TOKENS_LENGTH:-}
       PM2_INSTANCES: ${PM2_INSTANCES:-2}
-
+      LOOP_NODE_MAX_COUNT: ${LOOP_NODE_MAX_COUNT:-100}
+      MAX_TOOLS_NUM: ${MAX_TOOLS_NUM:-10}
+      MAX_PARALLEL_LIMIT: ${MAX_PARALLEL_LIMIT:-10}
+      MAX_ITERATIONS_NUM: ${MAX_ITERATIONS_NUM:-5}
+      ENABLE_WEBSITE_JINAREADER: ${ENABLE_WEBSITE_JINAREADER:-true}
+      ENABLE_WEBSITE_FIRECRAWL: ${ENABLE_WEBSITE_FIRECRAWL:-true}
+      ENABLE_WEBSITE_WATERCRAWL: ${ENABLE_WEBSITE_WATERCRAWL:-true}
   # The postgres database.
   db:
     image: postgres:15-alpine
@@ -496,10 +594,20 @@ services:
     volumes:
       - ./volumes/db/data:/var/lib/postgresql/data
     healthcheck:
-      test: [ 'CMD', 'pg_isready' ]
+      test:
+        [
+          'CMD',
+          'pg_isready',
+          '-h',
+          'db',
+          '-U',
+          '${PGUSER:-postgres}',
+          '-d',
+          '${POSTGRES_DB:-dify}'
+        ]
       interval: 1s
       timeout: 3s
-      retries: 30
+      retries: 60
 
   # The redis cache.
   redis:
@@ -517,7 +625,7 @@ services:
 
   # The DifySandbox
   sandbox:
-    image: langgenius/dify-sandbox:0.2.10
+    image: langgenius/dify-sandbox:0.2.12
     restart: always
     environment:
       # The DifySandbox configurations
@@ -530,8 +638,10 @@ services:
       HTTP_PROXY: ${SANDBOX_HTTP_PROXY:-http://ssrf_proxy:3128}
       HTTPS_PROXY: ${SANDBOX_HTTPS_PROXY:-http://ssrf_proxy:3128}
       SANDBOX_PORT: ${SANDBOX_PORT:-8194}
+      PIP_MIRROR_URL: ${PIP_MIRROR_URL:-}
     volumes:
       - ./volumes/sandbox/dependencies:/dependencies
+      - ./volumes/sandbox/conf:/conf
     healthcheck:
       test: [ 'CMD', 'curl', '-f', 'http://localhost:8194/health' ]
     networks:
@@ -539,7 +649,7 @@ services:
 
   # plugin daemon
   plugin_daemon:
-    image: langgenius/dify-plugin-daemon:0.0.2-local
+    image: langgenius/dify-plugin-daemon:0.0.10-local
     restart: always
     environment:
       # Use the shared environment variables.
@@ -550,17 +660,46 @@ services:
       MAX_PLUGIN_PACKAGE_SIZE: ${PLUGIN_MAX_PACKAGE_SIZE:-52428800}
       PPROF_ENABLED: ${PLUGIN_PPROF_ENABLED:-false}
       DIFY_INNER_API_URL: ${PLUGIN_DIFY_INNER_API_URL:-http://api:5001}
-      DIFY_INNER_API_KEY: ${INNER_API_KEY_FOR_PLUGIN:-QaHbTe77CtuXmsfyhR7+vRjI/+XbV1AaFy691iy+kGDv2Jvy0/eAh8Y1}
-      PLUGIN_REMOTE_INSTALLING_HOST: ${PLUGIN_REMOTE_INSTALL_HOST:-0.0.0.0}
-      PLUGIN_REMOTE_INSTALLING_PORT: ${PLUGIN_REMOTE_INSTALL_PORT:-5003}
+      DIFY_INNER_API_KEY: ${PLUGIN_DIFY_INNER_API_KEY:-QaHbTe77CtuXmsfyhR7+vRjI/+XbV1AaFy691iy+kGDv2Jvy0/eAh8Y1}
+      PLUGIN_REMOTE_INSTALLING_HOST: ${PLUGIN_DEBUGGING_HOST:-0.0.0.0}
+      PLUGIN_REMOTE_INSTALLING_PORT: ${PLUGIN_DEBUGGING_PORT:-5003}
       PLUGIN_WORKING_PATH: ${PLUGIN_WORKING_PATH:-/app/storage/cwd}
       FORCE_VERIFYING_SIGNATURE: ${FORCE_VERIFYING_SIGNATURE:-true}
+      PYTHON_ENV_INIT_TIMEOUT: ${PLUGIN_PYTHON_ENV_INIT_TIMEOUT:-120}
+      PLUGIN_MAX_EXECUTION_TIMEOUT: ${PLUGIN_MAX_EXECUTION_TIMEOUT:-600}
+      PIP_MIRROR_URL: ${PIP_MIRROR_URL:-}
+      PLUGIN_STORAGE_TYPE: ${PLUGIN_STORAGE_TYPE:-local}
+      PLUGIN_STORAGE_LOCAL_ROOT: ${PLUGIN_STORAGE_LOCAL_ROOT:-/app/storage}
+      PLUGIN_INSTALLED_PATH: ${PLUGIN_INSTALLED_PATH:-plugin}
+      PLUGIN_PACKAGE_CACHE_PATH: ${PLUGIN_PACKAGE_CACHE_PATH:-plugin_packages}
+      PLUGIN_MEDIA_CACHE_PATH: ${PLUGIN_MEDIA_CACHE_PATH:-assets}
+      PLUGIN_STORAGE_OSS_BUCKET: ${PLUGIN_STORAGE_OSS_BUCKET:-}
+      S3_USE_AWS_MANAGED_IAM: ${PLUGIN_S3_USE_AWS_MANAGED_IAM:-false}
+      S3_ENDPOINT: ${PLUGIN_S3_ENDPOINT:-}
+      S3_USE_PATH_STYLE: ${PLUGIN_S3_USE_PATH_STYLE:-false}
+      AWS_ACCESS_KEY: ${PLUGIN_AWS_ACCESS_KEY:-}
+      AWS_SECRET_KEY: ${PLUGIN_AWS_SECRET_KEY:-}
+      AWS_REGION: ${PLUGIN_AWS_REGION:-}
+      AZURE_BLOB_STORAGE_CONNECTION_STRING: ${PLUGIN_AZURE_BLOB_STORAGE_CONNECTION_STRING:-}
+      AZURE_BLOB_STORAGE_CONTAINER_NAME: ${PLUGIN_AZURE_BLOB_STORAGE_CONTAINER_NAME:-}
+      TENCENT_COS_SECRET_KEY: ${PLUGIN_TENCENT_COS_SECRET_KEY:-}
+      TENCENT_COS_SECRET_ID: ${PLUGIN_TENCENT_COS_SECRET_ID:-}
+      TENCENT_COS_REGION: ${PLUGIN_TENCENT_COS_REGION:-}
+      ALIYUN_OSS_REGION: ${PLUGIN_ALIYUN_OSS_REGION:-}
+      ALIYUN_OSS_ENDPOINT: ${PLUGIN_ALIYUN_OSS_ENDPOINT:-}
+      ALIYUN_OSS_ACCESS_KEY_ID: ${PLUGIN_ALIYUN_OSS_ACCESS_KEY_ID:-}
+      ALIYUN_OSS_ACCESS_KEY_SECRET: ${PLUGIN_ALIYUN_OSS_ACCESS_KEY_SECRET:-}
+      ALIYUN_OSS_AUTH_VERSION: ${PLUGIN_ALIYUN_OSS_AUTH_VERSION:-v4}
+      ALIYUN_OSS_PATH: ${PLUGIN_ALIYUN_OSS_PATH:-}
     volumes:
       - ./volumes/plugin_daemon:/app/storage
+    depends_on:
+      db:
+        condition: service_healthy
 
   # ssrf_proxy server
   # for more information, please refer to
-  # https://docs.dify.ai/learn-more/faq/install-faq#id-18.-why-is-ssrf_proxy-needed
+  # https://docs.dify.ai/learn-more/faq/install-faq#18-why-is-ssrf-proxy-needed%3F
   ssrf_proxy:
     image: ubuntu/squid:latest
     restart: always
@@ -738,8 +877,35 @@ services:
       POSTGRES_DB: ${PGVECTOR_POSTGRES_DB:-dify}
       # postgres data directory
       PGDATA: ${PGVECTOR_PGDATA:-/var/lib/postgresql/data/pgdata}
+      # pg_bigm module for full text search
+      PG_BIGM: ${PGVECTOR_PG_BIGM:-false}
+      PG_BIGM_VERSION: ${PGVECTOR_PG_BIGM_VERSION:-1.2-20240606}
     volumes:
       - ./volumes/pgvector/data:/var/lib/postgresql/data
+      - ./pgvector/docker-entrypoint.sh:/docker-entrypoint.sh
+    entrypoint: [ '/docker-entrypoint.sh' ]
+    healthcheck:
+      test: [ 'CMD', 'pg_isready' ]
+      interval: 1s
+      timeout: 3s
+      retries: 30
+
+  # get image from https://www.vastdata.com.cn/
+  vastbase:
+    image: vastdata/vastbase-vector
+    profiles:
+      - vastbase
+    restart: always
+    environment:
+      - VB_DBCOMPATIBILITY=PG
+      - VB_DB=dify
+      - VB_USERNAME=dify
+      - VB_PASSWORD=Difyai123456
+    volumes:
+      - ./vastbase/lic:/home/vastbase/vastbase/lic
+      - ./vastbase/data:/home/vastbase/data
+      - ./vastbase/backup:/home/vastbase/backup
+      - ./vastbase/backup_log:/home/vastbase/backup_log
     healthcheck:
       test: [ 'CMD', 'pg_isready' ]
       interval: 1s
@@ -783,7 +949,7 @@ services:
 
   # OceanBase vector database
   oceanbase:
-    image: quay.io/oceanbase/oceanbase-ce:4.3.3.0-100000142024101215
+    image: oceanbase/oceanbase-ce:4.3.5.1-101000042025031818
     profiles:
       - oceanbase
     restart: always
@@ -796,7 +962,7 @@ services:
       OB_SYS_PASSWORD: ${OCEANBASE_VECTOR_PASSWORD:-difyai123456}
       OB_TENANT_PASSWORD: ${OCEANBASE_VECTOR_PASSWORD:-difyai123456}
       OB_CLUSTER_NAME: ${OCEANBASE_CLUSTER_NAME:-difyai}
-      OB_SERVER_IP: '127.0.0.1'
+      MODE: MINI
 
   # Oracle vector database
   oracle:
@@ -912,6 +1078,26 @@ services:
     depends_on:
       - opensearch
 
+  # opengauss vector database.
+  opengauss:
+    image: opengauss/opengauss:7.0.0-RC1
+    profiles:
+      - opengauss
+    privileged: true
+    restart: always
+    environment:
+      GS_USERNAME: ${OPENGAUSS_USER:-postgres}
+      GS_PASSWORD: ${OPENGAUSS_PASSWORD:-Dify@123}
+      GS_PORT: ${OPENGAUSS_PORT:-6600}
+      GS_DB: ${OPENGAUSS_DATABASE:-dify}
+    volumes:
+      - ./volumes/opengauss/data:/var/lib/opengauss/data
+    healthcheck:
+      test: [ "CMD-SHELL", "netstat -lntp | grep tcp6 > /dev/null 2>&1" ]
+      interval: 10s
+      timeout: 10s
+      retries: 10
+
   # MyScale vector database
   myscale:
     image: myscale/myscaledb:1.6.4
diff --git a/dify/code/middleware.env.example b/dify/code/middleware.env.example
index aaecad7..2437026 100644
--- a/dify/code/middleware.env.example
+++ b/dify/code/middleware.env.example
@@ -114,4 +114,41 @@ PLUGIN_DIFY_INNER_API_URL=http://api:5001
 MARKETPLACE_ENABLED=true
 MARKETPLACE_API_URL=https://marketplace.dify.ai
 
-FORCE_VERIFYING_SIGNATURE=true
\ No newline at end of file
+FORCE_VERIFYING_SIGNATURE=true
+
+PLUGIN_PYTHON_ENV_INIT_TIMEOUT=120
+PLUGIN_MAX_EXECUTION_TIMEOUT=600
+# PIP_MIRROR_URL=https://pypi.tuna.tsinghua.edu.cn/simple
+PIP_MIRROR_URL=
+
+# https://github.com/langgenius/dify-plugin-daemon/blob/main/.env.example
+# Plugin storage type, local aws_s3 tencent_cos azure_blob
+PLUGIN_STORAGE_TYPE=local
+PLUGIN_STORAGE_LOCAL_ROOT=/app/storage
+PLUGIN_WORKING_PATH=/app/storage/cwd
+PLUGIN_INSTALLED_PATH=plugin
+PLUGIN_PACKAGE_CACHE_PATH=plugin_packages
+PLUGIN_MEDIA_CACHE_PATH=assets
+# Plugin oss bucket
+PLUGIN_STORAGE_OSS_BUCKET=
+# Plugin oss s3 credentials
+PLUGIN_S3_USE_AWS_MANAGED_IAM=false
+PLUGIN_S3_ENDPOINT=
+PLUGIN_S3_USE_PATH_STYLE=false
+PLUGIN_AWS_ACCESS_KEY=
+PLUGIN_AWS_SECRET_KEY=
+PLUGIN_AWS_REGION=
+# Plugin oss azure blob
+PLUGIN_AZURE_BLOB_STORAGE_CONTAINER_NAME=
+PLUGIN_AZURE_BLOB_STORAGE_CONNECTION_STRING=
+# Plugin oss tencent cos
+PLUGIN_TENCENT_COS_SECRET_KEY=
+PLUGIN_TENCENT_COS_SECRET_ID=
+PLUGIN_TENCENT_COS_REGION=
+# Plugin oss aliyun oss
+PLUGIN_ALIYUN_OSS_REGION=
+PLUGIN_ALIYUN_OSS_ENDPOINT=
+PLUGIN_ALIYUN_OSS_ACCESS_KEY_ID=
+PLUGIN_ALIYUN_OSS_ACCESS_KEY_SECRET=
+PLUGIN_ALIYUN_OSS_AUTH_VERSION=v4
+PLUGIN_ALIYUN_OSS_PATH=
diff --git a/dify/code/nginx/conf.d/default.conf.template b/dify/code/nginx/conf.d/default.conf.template
index a24219e..a458412 100644
--- a/dify/code/nginx/conf.d/default.conf.template
+++ b/dify/code/nginx/conf.d/default.conf.template
@@ -29,7 +29,7 @@ server {
       include proxy.conf;
     }
 
-    location /e {
+    location /e/ {
       proxy_pass http://plugin_daemon:5002;
       proxy_set_header Dify-Hook-Url $scheme://$host$request_uri;
       include proxy.conf;
diff --git a/dify/code/nginx/docker-entrypoint.sh b/dify/code/nginx/docker-entrypoint.sh
index d343cb3..763254e 100755
--- a/dify/code/nginx/docker-entrypoint.sh
+++ b/dify/code/nginx/docker-entrypoint.sh
@@ -1,5 +1,7 @@
 #!/bin/bash
 
+HTTPS_CONFIG=''
+
 if [ "${NGINX_HTTPS_ENABLED}" = "true" ]; then
     # Check if the certificate and key files for the specified domain exist
     if [ -n "${CERTBOT_DOMAIN}" ] && \
@@ -20,6 +22,7 @@ if [ "${NGINX_HTTPS_ENABLED}" = "true" ]; then
     # Substitute the HTTPS_CONFIG in the default.conf.template with content from https.conf.template
     envsubst '${HTTPS_CONFIG}' < /etc/nginx/conf.d/default.conf.template > /etc/nginx/conf.d/default.conf
 fi
+export HTTPS_CONFIG
 
 if [ "${NGINX_ENABLE_CERTBOT_CHALLENGE}" = "true" ]; then
     ACME_CHALLENGE_LOCATION='location /.well-known/acme-challenge/ { root /var/www/html; }'
@@ -33,7 +36,7 @@ env_vars=$(printenv | cut -d= -f1 | sed 's/^/$/g' | paste -sd, -)
 envsubst "$env_vars" < /etc/nginx/nginx.conf.template > /etc/nginx/nginx.conf
 envsubst "$env_vars" < /etc/nginx/proxy.conf.template > /etc/nginx/proxy.conf
 
-envsubst < /etc/nginx/conf.d/default.conf.template > /etc/nginx/conf.d/default.conf
+envsubst "$env_vars" < /etc/nginx/conf.d/default.conf.template > /etc/nginx/conf.d/default.conf
 
 # Start Nginx using the default entrypoint
-exec nginx -g 'daemon off;'
\ No newline at end of file
+exec nginx -g 'daemon off;'
diff --git a/dify/code/nginx/https.conf.template b/dify/code/nginx/https.conf.template
index 95ea36f..296908d 100644
--- a/dify/code/nginx/https.conf.template
+++ b/dify/code/nginx/https.conf.template
@@ -6,4 +6,4 @@ ssl_certificate_key ${SSL_CERTIFICATE_KEY_PATH};
 ssl_protocols ${NGINX_SSL_PROTOCOLS};
 ssl_prefer_server_ciphers on;
 ssl_session_cache shared:SSL:10m;
-ssl_session_timeout 10m;
\ No newline at end of file
+ssl_session_timeout 10m;
diff --git a/dify/code/nginx/nginx.conf.template b/dify/code/nginx/nginx.conf.template
index 32a5716..20446fa 100644
--- a/dify/code/nginx/nginx.conf.template
+++ b/dify/code/nginx/nginx.conf.template
@@ -31,4 +31,4 @@ http {
     client_max_body_size ${NGINX_CLIENT_MAX_BODY_SIZE};
 
     include /etc/nginx/conf.d/*.conf;
-}
\ No newline at end of file
+}
diff --git a/dify/code/pgvector/docker-entrypoint.sh b/dify/code/pgvector/docker-entrypoint.sh
new file mode 100755
index 0000000..262eacf
--- /dev/null
+++ b/dify/code/pgvector/docker-entrypoint.sh
@@ -0,0 +1,24 @@
+#!/bin/bash
+
+PG_MAJOR=16
+
+if [ "${PG_BIGM}" = "true" ]; then
+  # install pg_bigm
+  apt-get update
+  apt-get install -y curl make gcc postgresql-server-dev-${PG_MAJOR}
+
+  curl -LO https://github.com/pgbigm/pg_bigm/archive/refs/tags/v${PG_BIGM_VERSION}.tar.gz
+  tar xf v${PG_BIGM_VERSION}.tar.gz
+  cd pg_bigm-${PG_BIGM_VERSION} || exit 1
+  make USE_PGXS=1 PG_CONFIG=/usr/bin/pg_config
+  make USE_PGXS=1 PG_CONFIG=/usr/bin/pg_config install
+
+  cd - || exit 1
+  rm -rf v${PG_BIGM_VERSION}.tar.gz pg_bigm-${PG_BIGM_VERSION}
+
+  # enable pg_bigm
+  sed -i -e 's/^#\s*shared_preload_libraries.*/shared_preload_libraries = '\''pg_bigm'\''/' /var/lib/postgresql/data/pgdata/postgresql.conf
+fi
+
+# Run the original entrypoint script
+exec /usr/local/bin/docker-entrypoint.sh postgres
diff --git a/dify/code/ssrf_proxy/squid.conf.template b/dify/code/ssrf_proxy/squid.conf.template
index 676fe73..1775a1f 100644
--- a/dify/code/ssrf_proxy/squid.conf.template
+++ b/dify/code/ssrf_proxy/squid.conf.template
@@ -19,6 +19,8 @@ acl Safe_ports port 488		# gss-http
 acl Safe_ports port 591		# filemaker
 acl Safe_ports port 777		# multiling http
 acl CONNECT method CONNECT
+acl allowed_domains dstdomain .marketplace.dify.ai
+http_access allow allowed_domains
 http_access deny !Safe_ports
 http_access deny CONNECT !SSL_ports
 http_access allow localhost manager
@@ -42,10 +44,13 @@ refresh_pattern .		0	20%	4320
 
 # cache_dir ufs /var/spool/squid 100 16 256
 # upstream proxy, set to your own upstream proxy IP to avoid SSRF attacks
-# cache_peer 172.1.1.1 parent 3128 0 no-query no-digest no-netdb-exchange default 
+# cache_peer 172.1.1.1 parent 3128 0 no-query no-digest no-netdb-exchange default
 
 ################################## Reverse Proxy To Sandbox ################################
 http_port ${REVERSE_PROXY_PORT} accel vhost
 cache_peer ${SANDBOX_HOST} parent ${SANDBOX_PORT} 0 no-query originserver
 acl src_all src all
 http_access allow src_all
+
+# Unless the option's size is increased, an error will occur when uploading more than two files.
+client_request_buffer_max_size 100 MB
diff --git a/dify/code/startupscripts/init.sh b/dify/code/startupscripts/init.sh
index c6e6e19..dcee1e1 100755
--- a/dify/code/startupscripts/init.sh
+++ b/dify/code/startupscripts/init.sh
@@ -8,6 +8,6 @@ if [ -f ${DB_INITIALIZED} ]; then
   exit
 else
   echo 'File does not exist. Standards for first time Start up this DB'
-  "$ORACLE_HOME"/bin/sqlplus -s "/ as sysdba" @"/opt/oracle/scripts/startup/init_user.script"; 
+  "$ORACLE_HOME"/bin/sqlplus -s "/ as sysdba" @"/opt/oracle/scripts/startup/init_user.script";
   touch ${DB_INITIALIZED}
 fi
diff --git a/dify/code/startupscripts/init_user.script b/dify/code/startupscripts/init_user.script
index 7aa7c28..e710d82 100755
--- a/dify/code/startupscripts/init_user.script
+++ b/dify/code/startupscripts/init_user.script
@@ -1,10 +1,10 @@
 show pdbs;
-ALTER SYSTEM SET PROCESSES=500 SCOPE=SPFILE; 
+ALTER SYSTEM SET PROCESSES=500 SCOPE=SPFILE;
 alter session set container= freepdb1;
 create user dify identified by dify DEFAULT TABLESPACE users quota unlimited on users;
 grant DB_DEVELOPER_ROLE to dify;
 
 BEGIN
-CTX_DDL.CREATE_PREFERENCE('my_chinese_vgram_lexer','CHINESE_VGRAM_LEXER');
+CTX_DDL.CREATE_PREFERENCE('dify.world_lexer','WORLD_LEXER');
 END;
 /
diff --git a/dify/code/tidb/config/pd.toml b/dify/code/tidb/config/pd.toml
index 042b251..01e352a 100644
--- a/dify/code/tidb/config/pd.toml
+++ b/dify/code/tidb/config/pd.toml
@@ -1,4 +1,4 @@
 # PD Configuration File reference:
 # https://docs.pingcap.com/tidb/stable/pd-configuration-file#pd-configuration-file
 [replication]
-max-replicas = 1
\ No newline at end of file
+max-replicas = 1
diff --git a/dify/code/volumes/myscale/config/users.d/custom_users_config.xml b/dify/code/volumes/myscale/config/users.d/custom_users_config.xml
index 67f24b6..b46e73a 100644
--- a/dify/code/volumes/myscale/config/users.d/custom_users_config.xml
+++ b/dify/code/volumes/myscale/config/users.d/custom_users_config.xml
@@ -14,4 +14,4 @@
             <access_management>1</access_management>
         </default>
     </users>
-</clickhouse>
\ No newline at end of file
+</clickhouse>
diff --git a/dify/code/volumes/oceanbase/init.d/vec_memory.sql b/dify/code/volumes/oceanbase/init.d/vec_memory.sql
index f4c283f..0d859e5 100644
--- a/dify/code/volumes/oceanbase/init.d/vec_memory.sql
+++ b/dify/code/volumes/oceanbase/init.d/vec_memory.sql
@@ -1 +1 @@
-ALTER SYSTEM SET ob_vector_memory_limit_percentage = 30;
\ No newline at end of file
+ALTER SYSTEM SET ob_vector_memory_limit_percentage = 30;
diff --git a/plane/code/.env.example b/plane/code/.env.example
index 78914c3..78031a4 100644
--- a/plane/code/.env.example
+++ b/plane/code/.env.example
@@ -5,12 +5,13 @@ WEB_REPLICAS=1
 SPACE_REPLICAS=1
 ADMIN_REPLICAS=1
 API_REPLICAS=1
+WORKER_REPLICAS=1
+BEAT_WORKER_REPLICAS=1
+LIVE_REPLICAS=1
 
 NGINX_PORT=80
 WEB_URL=http://${APP_DOMAIN}
 DEBUG=0
-SENTRY_DSN=
-SENTRY_ENVIRONMENT=production
 CORS_ALLOWED_ORIGINS=http://${APP_DOMAIN}
 API_BASE_URL=http://api:8000
 
@@ -55,3 +56,8 @@ GUNICORN_WORKERS=1
 # UNCOMMENT `DOCKER_PLATFORM` IF YOU ARE ON `ARM64` AND DOCKER IMAGE IS NOT AVAILABLE FOR RESPECTIVE `APP_RELEASE`
 # DOCKER_PLATFORM=linux/amd64
 
+# Force HTTPS for handling SSL Termination
+MINIO_ENDPOINT_SSL=0
+
+# API key rate limit
+API_KEY_RATE_LIMIT=60/minute
diff --git a/plane/code/README.md b/plane/code/README.md
index ccd8bf3..e5a8089 100644
--- a/plane/code/README.md
+++ b/plane/code/README.md
@@ -55,18 +55,30 @@ Installing plane is a very easy and minimal step process.
 - User context used must have access to docker services. In most cases, use sudo su to switch as root user
 - Use the terminal (or gitbash) window to run all the future steps
 
-### Downloading Latest Stable Release
+### Downloading Latest Release
 
 ```
 mkdir plane-selfhost
 
 cd plane-selfhost
+```
 
+#### For *Docker Compose* based setup
+
+```
 curl -fsSL -o setup.sh https://github.com/makeplane/plane/releases/latest/download/setup.sh
 
 chmod +x setup.sh
 ```
 
+#### For *Docker Swarm* based setup
+
+```
+curl -fsSL -o setup.sh https://github.com/makeplane/plane/releases/latest/download/swarm.sh
+
+chmod +x setup.sh
+```
+
 ---
 
 ### Proceed with setup
@@ -77,8 +89,9 @@ Lets get started by running the `./setup.sh` command.
 
 This will prompt you with the below options.
 
+#### Docker Compose 
 ```bash
-Select a Action you want to perform:
+Select an Action you want to perform:
    1) Install (x86_64)
    2) Start
    3) Stop
@@ -87,17 +100,42 @@ Select a Action you want to perform:
    6) View Logs
    7) Backup Data
    8) Exit
+
 Action [2]: 1
 ```
 
 For the 1st time setup, type "1" as action input.
 
-This will create a create a folder `plane-app` or `plane-app-preview` (in case of preview deployment) and will download 2 files inside that
+This will create a folder `plane-app` and will download 2 files inside that
 
 - `docker-compose.yaml`
 - `plane.env`
 
-Again the `options [1-8]` will be popped up and this time hit `8` to exit.
+Again the `options [1-8]` will be popped up, and this time hit `8` to exit.
+
+#### Docker Swarm
+
+```bash
+Select an Action you want to perform:
+   1) Deploy Stack
+   2) Remove Stack
+   3) View Stack Status
+   4) Redeploy Stack
+   5) Upgrade
+   6) View Logs
+   7) Exit
+
+Action [3]: 1
+```
+
+For the 1st time setup, type "1" as action input.
+
+This will create a create a folder `plane-app` and will download 2 files inside that
+
+- `docker-compose.yaml`
+- `plane.env`
+
+Again the `options [1-7]` will be popped up, and this time hit `7` to exit.
 
 ---
 
@@ -116,7 +154,7 @@ There are many other settings you can play with, but we suggest you configure `E
 
 ---
 
-### Continue with setup - Start Server
+### Continue with setup - Start Server (Docker Compose)
 
 Lets again run the `./setup.sh` command. You will again be prompted with the below options. This time select `2` to start the sevices
 
@@ -147,9 +185,11 @@ You have successfully self hosted `Plane` instance. Access the application by go
 
 ---
 
-### Stopping the Server
+### Stopping the Server / Remove Stack
 
-In case you want to make changes to `.env` variables, we suggest you to stop the services before doing that.
+In case you want to make changes to `plane.env` variables, we suggest you to stop the services before doing that.
+
+#### Docker Compose 
 
 Lets again run the `./setup.sh` command. You will again be prompted with the below options. This time select `3` to stop the sevices
 
@@ -171,14 +211,34 @@ If all goes well, you must see something like this
 
 ![Stop Services](images/stopped.png)
 
+#### Docker Swarm
+
+Lets again run the `./setup.sh` command. You will again be prompted with the below options. This time select `2` to stop the sevices
+
+```bash
+Select an Action you want to perform:
+   1) Deploy Stack
+   2) Remove Stack
+   3) View Stack Status
+   4) Redeploy Stack
+   5) Upgrade
+   6) View Logs
+   7) Exit
+
+Action [3]: 2
+```
+
+If all goes well, you will see the confirmation from docker cli
+
 ---
 
-### Restarting the Server
+### Restarting the Server / Redeploy Stack
 
-In case you want to make changes to `.env` variables, without stopping the server or you noticed some abnormalies in services, you can restart the services with RESTART option.
+In case you want to make changes to `plane.env` variables, without stopping the server or you noticed some abnormalies in services, you can restart the services with `RESTART` / `REDEPLOY` option.
 
 Lets again run the `./setup.sh` command. You will again be prompted with the below options. This time select `4` to restart the sevices
 
+#### Docker Compose
 ```bash
 Select a Action you want to perform:
    1) Install (x86_64)
@@ -197,14 +257,32 @@ If all goes well, you must see something like this
 
 ![Restart Services](images/restart.png)
 
+#### Docker Swarm
+
+```bash
+   1) Deploy Stack
+   2) Remove Stack
+   3) View Stack Status
+   4) Redeploy Stack
+   5) Upgrade
+   6) View Logs
+   7) Exit
+
+Action [3]: 4
+```
+
+If all goes well, you will see the confirmation from docker cli
+
 ---
 
-### Upgrading Plane Version
+### Upgrading Plane Version 
 
 It is always advised to keep Plane up to date with the latest release.
 
 Lets again run the `./setup.sh` command. You will again be prompted with the below options. This time select `5` to upgrade the release.
 
+#### Docker Compose
+
 ```bash
 Select a Action you want to perform:
    1) Install (x86_64)
@@ -231,13 +309,41 @@ Once done, choose `8` to exit from prompt.
 
 Once done with making changes in `plane.env` file, jump on to `Start Server`
 
+#### Docker Swarm
+
+Lets again run the `./setup.sh` command. You will again be prompted with the below options. This time select `5` to upgrade the release.
+
+```bash
+   1) Deploy Stack
+   2) Remove Stack
+   3) View Stack Status
+   4) Redeploy Stack
+   5) Upgrade
+   6) View Logs
+   7) Exit
+
+Action [3]: 5
+```
+
+By choosing this, it will stop the services and then will download the latest `docker-compose.yaml` and `plane.env`.
+
+Once done, choose `7` to exit from prompt.
+
+> It is very important for you to validate the `plane.env` for the new changes.
+
+Once done with making changes in `plane.env` file, jump on to `Redeploy Stack`
+
 ---
 
 ### View Logs
 
 There would a time when you might want to check what is happening inside the API, Worker or any other container.  
 
-Lets again run the `./setup.sh` command. You will again be prompted with the below options. This time select `6` to view logs.
+Lets again run the `./setup.sh` command. You will again be prompted with the below options. 
+
+This time select `6` to view logs.
+
+#### Docker Compose
 
 ```bash
 Select a Action you want to perform:
@@ -253,7 +359,22 @@ Select a Action you want to perform:
 Action [2]: 6
 ```
 
+#### Docker Swarm
 
+
+```bash
+   1) Deploy Stack
+   2) Remove Stack
+   3) View Stack Status
+   4) Redeploy Stack
+   5) Upgrade
+   6) View Logs
+   7) Exit
+
+Action [3]: 6
+```
+
+#### Service Menu Options for Logs
 This will further open sub-menu with list of services
 ```bash
 Select a Service you want to view the logs for:
@@ -267,9 +388,10 @@ Select a Service you want to view the logs for:
    8) Redis
    9) Postgres
    10) Minio
+   11) RabbitMQ
    0) Back to Main Menu
 
-Service: 
+Service: 3
 ```
 
 Select any of the service to view the logs e.g. `3`. Expect something similar to this
@@ -323,7 +445,7 @@ Similarly, you can view the logs of other services.
 
 ---
 
-### Backup Data
+### Backup Data (Docker Compose)
 
 There would a time when you might want to backup your data from docker volumes to external storage like S3 or drives.
 
@@ -355,7 +477,7 @@ Backup completed successfully. Backup files are stored in /....../plane-app/back
 
 ---
 
-### Restore Data
+### Restore Data (Docker Compose)
 
 When you want to restore the previously backed-up data, follow the instructions below.
 
diff --git a/plane/code/docker-compose.yml b/plane/code/docker-compose.yml
index 1406aad..65fb84e 100644
--- a/plane/code/docker-compose.yml
+++ b/plane/code/docker-compose.yml
@@ -44,78 +44,70 @@ x-live-env: &live-env
 x-app-env: &app-env
   WEB_URL: ${WEB_URL:-http://localhost}
   DEBUG: ${DEBUG:-0}
-  SENTRY_DSN: ${SENTRY_DSN}
-  SENTRY_ENVIRONMENT: ${SENTRY_ENVIRONMENT:-production}
   CORS_ALLOWED_ORIGINS: ${CORS_ALLOWED_ORIGINS}
   GUNICORN_WORKERS: 1
   USE_MINIO: ${USE_MINIO:-1}
   DATABASE_URL: ${DATABASE_URL:-postgresql://plane:plane@plane-db/plane}
   SECRET_KEY: ${SECRET_KEY:-60gp0byfz2dvffa45cxl20p1scy9xbpf6d8c5y0geejgkyp1b5}
-  ADMIN_BASE_URL: ${ADMIN_BASE_URL}
-  SPACE_BASE_URL: ${SPACE_BASE_URL}
-  APP_BASE_URL: ${APP_BASE_URL}
   AMQP_URL: ${AMQP_URL:-amqp://plane:plane@plane-mq:5672/plane}
+  API_KEY_RATE_LIMIT: ${API_KEY_RATE_LIMIT:-60/minute}
+  MINIO_ENDPOINT_SSL: ${MINIO_ENDPOINT_SSL:-0}
 
 services:
   web:
-    image: ${DOCKERHUB_USER:-makeplane}/plane-frontend:${APP_RELEASE:-stable}
-    platform: ${DOCKER_PLATFORM:-}
-    pull_policy: if_not_present
-    restart: unless-stopped
+    image: artifacts.plane.so/makeplane/plane-frontend:${APP_RELEASE:-stable}
     command: node web/server.js web
     deploy:
       replicas: ${WEB_REPLICAS:-1}
+      restart_policy:
+        condition: on-failure
     depends_on:
       - api
       - worker
 
   space:
-    image: ${DOCKERHUB_USER:-makeplane}/plane-space:${APP_RELEASE:-stable}
-    platform: ${DOCKER_PLATFORM:-}
-    pull_policy: if_not_present
-    restart: unless-stopped
+    image: artifacts.plane.so/makeplane/plane-space:${APP_RELEASE:-stable}
     command: node space/server.js space
     deploy:
       replicas: ${SPACE_REPLICAS:-1}
+      restart_policy:
+        condition: on-failure
     depends_on:
       - api
       - worker
       - web
 
   admin:
-    image: ${DOCKERHUB_USER:-makeplane}/plane-admin:${APP_RELEASE:-stable}
-    platform: ${DOCKER_PLATFORM:-}
-    pull_policy: if_not_present
-    restart: unless-stopped
+    image: artifacts.plane.so/makeplane/plane-admin:${APP_RELEASE:-stable}
     command: node admin/server.js admin
     deploy:
       replicas: ${ADMIN_REPLICAS:-1}
+      restart_policy:
+        condition: on-failure
     depends_on:
       - api
       - web
 
   live:
-    image: ${DOCKERHUB_USER:-makeplane}/plane-live:${APP_RELEASE:-stable}
-    platform: ${DOCKER_PLATFORM:-}
-    pull_policy: if_not_present
-    restart: unless-stopped
+    image: artifacts.plane.so/makeplane/plane-live:${APP_RELEASE:-stable}
     command: node live/dist/server.js live
     environment:
       <<: [ *live-env ]
     deploy:
       replicas: ${LIVE_REPLICAS:-1}
+      restart_policy:
+        condition: on-failure
     depends_on:
       - api
       - web
 
   api:
-    image: ${DOCKERHUB_USER:-makeplane}/plane-backend:${APP_RELEASE:-stable}
-    platform: ${DOCKER_PLATFORM:-}
-    pull_policy: if_not_present
-    restart: unless-stopped
+    image: artifacts.plane.so/makeplane/plane-backend:${APP_RELEASE:-stable}
     command: ./bin/docker-entrypoint-api.sh
     deploy:
       replicas: ${API_REPLICAS:-1}
+      restart_policy:
+        condition: on-failure
     volumes:
       - logs_api:/code/plane/logs
     environment:
@@ -126,11 +118,12 @@ services:
       - plane-mq
 
   worker:
-    image: ${DOCKERHUB_USER:-makeplane}/plane-backend:${APP_RELEASE:-stable}
-    platform: ${DOCKER_PLATFORM:-}
-    pull_policy: if_not_present
-    restart: unless-stopped
+    image: artifacts.plane.so/makeplane/plane-backend:${APP_RELEASE:-stable}
     command: ./bin/docker-entrypoint-worker.sh
+    deploy:
+      replicas: ${WORKER_REPLICAS:-1}
+      restart_policy:
+        condition: on-failure
     volumes:
       - logs_worker:/code/plane/logs
     environment:
@@ -142,11 +135,12 @@ services:
       - plane-mq
 
   beat-worker:
-    image: ${DOCKERHUB_USER:-makeplane}/plane-backend:${APP_RELEASE:-stable}
-    platform: ${DOCKER_PLATFORM:-}
-    pull_policy: if_not_present
-    restart: unless-stopped
+    image: artifacts.plane.so/makeplane/plane-backend:${APP_RELEASE:-stable}
     command: ./bin/docker-entrypoint-beat.sh
+    deploy:
+      replicas: ${BEAT_WORKER_REPLICAS:-1}
+      restart_policy:
+        condition: on-failure
     volumes:
       - logs_beat-worker:/code/plane/logs
     environment:
@@ -158,11 +152,12 @@ services:
       - plane-mq
 
   migrator:
-    image: ${DOCKERHUB_USER:-makeplane}/plane-backend:${APP_RELEASE:-stable}
-    platform: ${DOCKER_PLATFORM:-}
-    pull_policy: if_not_present
-    restart: "no"
+    image: artifacts.plane.so/makeplane/plane-backend:${APP_RELEASE:-stable}
     command: ./bin/docker-entrypoint-migrator.sh
+    deploy:
+      replicas: 1
+      restart_policy:
+        condition: on-failure
     volumes:
       - logs_migrator:/code/plane/logs
     environment:
@@ -171,11 +166,14 @@ services:
       - plane-db
       - plane-redis
 
+  # Comment this if you already have a database running
   plane-db:
     image: postgres:15.7-alpine
-    pull_policy: if_not_present
-    restart: unless-stopped
     command: postgres -c 'max_connections=1000'
+    deploy:
+      replicas: 1
+      restart_policy:
+        condition: on-failure
     environment:
       <<: *db-env
     volumes:
@@ -183,24 +181,32 @@ services:
 
   plane-redis:
     image: valkey/valkey:7.2.5-alpine
-    pull_policy: if_not_present
-    restart: unless-stopped
+    deploy:
+      replicas: 1
+      restart_policy:
+        condition: on-failure
     volumes:
       - redisdata:/data
 
   plane-mq:
     image: rabbitmq:3.13.6-management-alpine
-    restart: always
+    deploy:
+      replicas: 1
+      restart_policy:
+        condition: on-failure
     environment:
       <<: *mq-env
     volumes:
       - rabbitmq_data:/var/lib/rabbitmq
 
+  # Comment this if you using any external s3 compatible storage
   plane-minio:
     image: minio/minio:latest
-    pull_policy: if_not_present
-    restart: unless-stopped
     command: server /export --console-address ":9090"
+    deploy:
+      replicas: 1
+      restart_policy:
+        condition: on-failure
     environment:
       <<: *minio-env
     volumes:
@@ -208,12 +214,13 @@ services:
 
   # Comment this if you already have a reverse proxy running
   proxy:
-    image: ${DOCKERHUB_USER:-makeplane}/plane-proxy:${APP_RELEASE:-stable}
-    platform: ${DOCKER_PLATFORM:-}
-    pull_policy: if_not_present
-    restart: unless-stopped
+    image: artifacts.plane.so/makeplane/plane-proxy:${APP_RELEASE:-stable}
     environment:
       <<: *proxy-env
+    deploy:
+      replicas: 1
+      restart_policy:
+        condition: on-failure
     depends_on:
       - web
       - api
@@ -222,7 +229,6 @@ services:
 volumes:
   pgdata:
   redisdata:
-
   uploads:
   logs_api:
   logs_worker:
diff --git a/plane/code/install.sh b/plane/code/install.sh
index 1c2208c..9f0065f 100755
--- a/plane/code/install.sh
+++ b/plane/code/install.sh
@@ -5,7 +5,7 @@ SCRIPT_DIR=$PWD
 SERVICE_FOLDER=plane-app
 PLANE_INSTALL_DIR=$PWD/$SERVICE_FOLDER
 export APP_RELEASE=stable
-export DOCKERHUB_USER=makeplane
+export DOCKERHUB_USER=artifacts.plane.so/makeplane
 export PULL_POLICY=${PULL_POLICY:-if_not_present}
 export GH_REPO=makeplane/plane
 export RELEASE_DOWNLOAD_URL="https://github.com/$GH_REPO/releases/download"
@@ -366,7 +366,7 @@ function startServices() {
 
     local api_container_id=$(docker container ls -q -f "name=$SERVICE_FOLDER-api")
     local idx2=0
-    while ! docker logs $api_container_id 2>&1 | grep -m 1 -i "Application startup complete" | grep -q ".";
+    while ! docker exec $api_container_id python3 -c "import urllib.request; urllib.request.urlopen('http://localhost:8000/')" > /dev/null 2>&1;
     do
         local message=">> Waiting for API Service to Start"
         local dots=$(printf '%*s' $idx2 | tr ' ' '.')    
@@ -457,12 +457,13 @@ function viewLogs(){
         echo "   8) Redis"
         echo "   9) Postgres"
         echo "   10) Minio"
+        echo "   11) RabbitMQ"
         echo "   0) Back to Main Menu"
         echo 
         read -p "Service: " DOCKER_SERVICE_NAME
 
-        until (( DOCKER_SERVICE_NAME >= 0 && DOCKER_SERVICE_NAME <= 10 )); do
-            echo "Invalid selection. Please enter a number between 1 and 11."
+        until (( DOCKER_SERVICE_NAME >= 0 && DOCKER_SERVICE_NAME <= 11 )); do
+            echo "Invalid selection. Please enter a number between 0 and 11."
             read -p "Service: " DOCKER_SERVICE_NAME
         done
 
@@ -481,6 +482,7 @@ function viewLogs(){
                 8) viewSpecificLogs "plane-redis";;
                 9) viewSpecificLogs "plane-db";;
                 10) viewSpecificLogs "plane-minio";;
+                11) viewSpecificLogs "plane-mq";;
                 0) askForAction;;
                 *) echo "INVALID SERVICE NAME SUPPLIED";;
             esac
@@ -499,49 +501,76 @@ function viewLogs(){
             redis) viewSpecificLogs "plane-redis";;
             postgres) viewSpecificLogs "plane-db";;
             minio) viewSpecificLogs "plane-minio";;
+            rabbitmq) viewSpecificLogs "plane-mq";;
             *) echo "INVALID SERVICE NAME SUPPLIED";;
         esac
     else
         echo "INVALID SERVICE NAME SUPPLIED"
     fi
 }
-function backupSingleVolume() {
-    backupFolder=$1
-    selectedVolume=$2
-    # Backup data from Docker volume to the backup folder
-    # docker run --rm -v "$selectedVolume":/source -v "$backupFolder":/backup busybox sh -c 'cp -r /source/* /backup/'
-    local tobereplaced="plane-app_"
-    local replacewith=""
+function backup_container_dir() {
+    local BACKUP_FOLDER=$1
+    local CONTAINER_NAME=$2
+    local CONTAINER_DATA_DIR=$3
+    local SERVICE_FOLDER=$4
 
-    local svcName="${selectedVolume//$tobereplaced/$replacewith}"
+    echo "Backing up $CONTAINER_NAME data..."
+    local CONTAINER_ID=$(/bin/bash -c "$COMPOSE_CMD -f $DOCKER_FILE_PATH ps -q $CONTAINER_NAME")
+    if [ -z "$CONTAINER_ID" ]; then
+        echo "Error: $CONTAINER_NAME container not found. Make sure the services are running."
+        return 1
+    fi
 
-    docker run --rm \
-        -e TAR_NAME="$svcName" \
-        -v "$selectedVolume":/"$svcName" \
-        -v "$backupFolder":/backup \
-        busybox sh -c 'tar -czf "/backup/${TAR_NAME}.tar.gz" /${TAR_NAME}'
+    # Create a temporary directory for the backup
+    mkdir -p "$BACKUP_FOLDER/$SERVICE_FOLDER"
+
+    # Copy the data directory from the running container
+    echo "Copying $CONTAINER_NAME data directory..."
+    docker cp -q "$CONTAINER_ID:$CONTAINER_DATA_DIR/." "$BACKUP_FOLDER/$SERVICE_FOLDER/"
+    local cp_status=$?
+
+    if [ $cp_status -ne 0 ]; then
+        echo "Error: Failed to copy $SERVICE_FOLDER data"
+        rm -rf $BACKUP_FOLDER/$SERVICE_FOLDER
+        return 1
+    fi
+
+    # Create tar.gz of the data
+    cd "$BACKUP_FOLDER"
+    tar -czf "${SERVICE_FOLDER}.tar.gz" "$SERVICE_FOLDER/"
+    local tar_status=$?
+    if [ $tar_status -eq 0 ]; then
+        rm -rf "$SERVICE_FOLDER/"
+    fi
+    cd - > /dev/null
+
+    if [ $tar_status -ne 0 ]; then
+        echo "Error: Failed to create tar archive"
+        return 1
+    fi
+
+    echo "Successfully backed up $SERVICE_FOLDER data"
 }
+
 function backupData() {
     local datetime=$(date +"%Y%m%d-%H%M")
     local BACKUP_FOLDER=$PLANE_INSTALL_DIR/backup/$datetime
     mkdir -p "$BACKUP_FOLDER"
 
-    volumes=$(docker volume ls -f "name=$SERVICE_FOLDER" --format "{{.Name}}" | grep -E "_pgdata|_redisdata|_uploads")
-    # Check if there are any matching volumes
-    if [ -z "$volumes" ]; then
-        echo "No volumes found starting with '$SERVICE_FOLDER'"
+    # Check if docker-compose.yml exists
+    if [ ! -f "$DOCKER_FILE_PATH" ]; then
+        echo "Error: docker-compose.yml not found at $DOCKER_FILE_PATH"
         exit 1
     fi
 
-    for vol in $volumes; do
-        echo "Backing Up $vol"
-        backupSingleVolume "$BACKUP_FOLDER" "$vol"
-    done
+    backup_container_dir "$BACKUP_FOLDER" "plane-db" "/var/lib/postgresql/data" "pgdata" || exit 1
+    backup_container_dir "$BACKUP_FOLDER" "plane-minio" "/export" "uploads" || exit 1
+    backup_container_dir "$BACKUP_FOLDER" "plane-mq" "/var/lib/rabbitmq" "rabbitmq_data" || exit 1
+    backup_container_dir "$BACKUP_FOLDER" "plane-redis" "/data" "redisdata" || exit 1
 
     echo ""
     echo "Backup completed successfully. Backup files are stored in $BACKUP_FOLDER"
     echo ""
-
 }
 function askForAction() {
     local DEFAULT_ACTION=$1
@@ -628,7 +657,7 @@ if [ -f "$DOCKER_ENV_PATH" ]; then
     CUSTOM_BUILD=$(getEnvValue "CUSTOM_BUILD" "$DOCKER_ENV_PATH")
 
     if [ -z "$DOCKERHUB_USER" ]; then
-        DOCKERHUB_USER=makeplane
+        DOCKERHUB_USER=artifacts.plane.so/makeplane
         updateEnvFile "DOCKERHUB_USER" "$DOCKERHUB_USER" "$DOCKER_ENV_PATH"
     fi
 
diff --git a/plane/code/restore.sh b/plane/code/restore.sh
index cd453b2..23b8de6 100755
--- a/plane/code/restore.sh
+++ b/plane/code/restore.sh
@@ -66,8 +66,10 @@ function restoreData() {
         exit 1
     fi
 
+    local volume_suffix
+    volume_suffix="_pgdata|_redisdata|_uploads|_rabbitmq_data"
     local volumes
-    volumes=$(docker volume ls -f "name=plane-app" --format "{{.Name}}" | grep -E "_pgdata|_redisdata|_uploads")
+    volumes=$(docker volume ls -f "name=plane-app" --format "{{.Name}}" | grep -E "$volume_suffix")
     # Check if there are any matching volumes
     if [ -z "$volumes" ]; then
         echo ".....No volumes found starting with 'plane-app'"
@@ -87,7 +89,7 @@ function restoreData() {
             echo "Found $BACKUP_FILE"
 
             local docVol
-            docVol=$(docker volume ls -f "name=$restoreVolName" --format "{{.Name}}" | grep -E "_pgdata|_redisdata|_uploads")
+            docVol=$(docker volume ls -f "name=$restoreVolName" --format "{{.Name}}" | grep -E "$volume_suffix")
 
             if [ -z "$docVol" ]; then
                 echo "Skipping: No volume found with name $restoreVolName"
diff --git a/plane/code/swarm.sh b/plane/code/swarm.sh
new file mode 100755
index 0000000..c58f05e
--- /dev/null
+++ b/plane/code/swarm.sh
@@ -0,0 +1,612 @@
+#!/bin/bash
+
+BRANCH=${BRANCH:-master}
+SERVICE_FOLDER=plane-app
+SCRIPT_DIR=$PWD
+PLANE_INSTALL_DIR=$PWD/$SERVICE_FOLDER
+export APP_RELEASE="stable"
+export DOCKERHUB_USER=artifacts.plane.so/makeplane
+
+export GH_REPO=makeplane/plane
+export RELEASE_DOWNLOAD_URL="https://github.com/$GH_REPO/releases/download"
+export FALLBACK_DOWNLOAD_URL="https://raw.githubusercontent.com/$GH_REPO/$BRANCH/deploy/selfhost"
+
+OS_NAME=$(uname)
+
+# Create necessary directories
+mkdir -p $PLANE_INSTALL_DIR/archive
+
+DOCKER_FILE_PATH=$PLANE_INSTALL_DIR/docker-compose.yml
+DOCKER_ENV_PATH=$PLANE_INSTALL_DIR/plane.env
+
+function print_header() {
+clear
+
+cat <<"EOF"
+--------------------------------------------
+ ____  _                          ///////// 
+|  _ \| | __ _ _ __   ___         ///////// 
+| |_) | |/ _` | '_ \ / _ \   /////    ///// 
+|  __/| | (_| | | | |  __/   /////    ///// 
+|_|   |_|\__,_|_| |_|\___|        ////      
+                                  ////      
+--------------------------------------------
+Project management tool from the future
+--------------------------------------------
+EOF
+}
+
+function checkLatestRelease(){
+    echo "Checking for the latest release..." >&2
+    local latest_release=$(curl -s https://api.github.com/repos/$GH_REPO/releases/latest |  grep -o '"tag_name": "[^"]*"' | sed 's/"tag_name": "//;s/"//g')
+    if [ -z "$latest_release" ]; then
+        echo "Failed to check for the latest release. Exiting..." >&2
+        exit 1
+    fi
+
+    echo $latest_release    
+}
+
+# Function to read stack name from env file
+function readStackName() {
+    if [ -f "$DOCKER_ENV_PATH" ]; then
+        local saved_stack_name=$(grep "^STACK_NAME=" "$DOCKER_ENV_PATH" | cut -d'=' -f2)
+        if [ -n "$saved_stack_name" ]; then
+            stack_name=$saved_stack_name
+            return 1
+        fi
+    fi
+    return 0
+}
+
+# Function to get stack name (either from env or user input)
+function getStackName() {
+    read -p "Enter stack name [plane]: " input_stack_name
+    if [ -z "$input_stack_name" ]; then
+        input_stack_name="plane"
+    fi
+    stack_name=$input_stack_name
+    updateEnvFile "STACK_NAME" "$stack_name" "$DOCKER_ENV_PATH"
+    echo "Using stack name: $stack_name"
+}
+
+function syncEnvFile(){
+    echo "Syncing environment variables..." >&2
+    if [ -f "$PLANE_INSTALL_DIR/plane.env.bak" ]; then        
+        # READ keys of plane.env and update the values from plane.env.bak
+        while IFS= read -r line
+        do
+            # ignore if the line is empty or starts with #
+            if [ -z "$line" ] || [[ $line == \#* ]]; then
+                continue
+            fi
+            key=$(echo "$line" | cut -d'=' -f1)
+            value=$(getEnvValue "$key" "$PLANE_INSTALL_DIR/plane.env.bak")
+            if [ -n "$value" ]; then
+                updateEnvFile "$key" "$value" "$DOCKER_ENV_PATH"
+            fi
+        done < "$DOCKER_ENV_PATH"
+
+        value=$(getEnvValue "STACK_NAME" "$PLANE_INSTALL_DIR/plane.env.bak")
+        if [ -n "$value" ]; then
+            updateEnvFile "STACK_NAME" "$value" "$DOCKER_ENV_PATH"
+        fi
+    fi
+    echo "Environment variables synced successfully" >&2
+    rm -f $PLANE_INSTALL_DIR/plane.env.bak
+}
+
+function getEnvValue() {
+    local key=$1
+    local file=$2
+
+    if [ -z "$key" ] || [ -z "$file" ]; then
+        echo "Invalid arguments supplied"
+        exit 1
+    fi
+
+    if [ -f "$file" ]; then
+        grep -q "^$key=" "$file"
+        if [ $? -eq 0 ]; then
+            local value
+            value=$(grep "^$key=" "$file" | cut -d'=' -f2)
+            echo "$value"
+        else
+            echo ""
+        fi
+    fi
+}
+
+function updateEnvFile() {
+    local key=$1
+    local value=$2
+    local file=$3
+
+    if [ -z "$key" ] || [ -z "$value" ] || [ -z "$file" ]; then
+        echo "Invalid arguments supplied"
+        exit 1
+    fi
+
+    if [ -f "$file" ]; then
+        # check if key exists in the file
+        grep -q "^$key=" "$file"
+        if [ $? -ne 0 ]; then
+            echo "$key=$value" >> "$file"
+            return
+        else 
+            if [ "$OS_NAME" == "Darwin" ]; then
+                value=$(echo "$value" | sed 's/|/\\|/g')
+                sed -i '' "s|^$key=.*|$key=$value|g" "$file"
+            else
+                sed -i "s/^$key=.*/$key=$value/g" "$file"
+            fi
+        fi
+    else
+        echo "File not found: $file"
+        exit 1
+    fi
+}
+
+function download() {
+    cd $SCRIPT_DIR || exit 1  
+    TS=$(date +%s)
+    if [ -f "$PLANE_INSTALL_DIR/docker-compose.yml" ]
+    then
+        mv $PLANE_INSTALL_DIR/docker-compose.yml $PLANE_INSTALL_DIR/archive/$TS.docker-compose.yml
+    fi
+
+    echo $RELEASE_DOWNLOAD_URL
+    echo $FALLBACK_DOWNLOAD_URL
+    echo $APP_RELEASE
+
+    RESPONSE=$(curl -H 'Cache-Control: no-cache, no-store' -s -w "HTTPSTATUS:%{http_code}" "$RELEASE_DOWNLOAD_URL/$APP_RELEASE/docker-compose.yml?$(date +%s)")
+    BODY=$(echo "$RESPONSE" | sed -e 's/HTTPSTATUS\:.*//g')
+    STATUS=$(echo "$RESPONSE" | tr -d '\n' | sed -e 's/.*HTTPSTATUS://')
+
+    if [ "$STATUS" -eq 200 ]; then
+        echo "$BODY" > $PLANE_INSTALL_DIR/docker-compose.yml
+    else
+        # Fallback to download from the raw github url
+        RESPONSE=$(curl -H 'Cache-Control: no-cache, no-store' -s -w "HTTPSTATUS:%{http_code}" "$FALLBACK_DOWNLOAD_URL/docker-compose.yml?$(date +%s)")
+        BODY=$(echo "$RESPONSE" | sed -e 's/HTTPSTATUS\:.*//g')
+        STATUS=$(echo "$RESPONSE" | tr -d '\n' | sed -e 's/.*HTTPSTATUS://')
+
+        if [ "$STATUS" -eq 200 ]; then
+            echo "$BODY" > $PLANE_INSTALL_DIR/docker-compose.yml
+        else
+            echo "Failed to download docker-compose.yml. HTTP Status: $STATUS"
+            echo "URL: $RELEASE_DOWNLOAD_URL/$APP_RELEASE/docker-compose.yml"
+            mv $PLANE_INSTALL_DIR/archive/$TS.docker-compose.yml $PLANE_INSTALL_DIR/docker-compose.yml
+            exit 1
+        fi
+    fi
+
+    RESPONSE=$(curl -H 'Cache-Control: no-cache, no-store' -s -w "HTTPSTATUS:%{http_code}" "$RELEASE_DOWNLOAD_URL/$APP_RELEASE/variables.env?$(date +%s)")
+    BODY=$(echo "$RESPONSE" | sed -e 's/HTTPSTATUS\:.*//g')
+    STATUS=$(echo "$RESPONSE" | tr -d '\n' | sed -e 's/.*HTTPSTATUS://')
+
+    if [ "$STATUS" -eq 200 ]; then
+        echo "$BODY" > $PLANE_INSTALL_DIR/variables-upgrade.env
+    else
+        # Fallback to download from the raw github url
+        RESPONSE=$(curl -H 'Cache-Control: no-cache, no-store' -s -w "HTTPSTATUS:%{http_code}" "$FALLBACK_DOWNLOAD_URL/variables.env?$(date +%s)")
+        BODY=$(echo "$RESPONSE" | sed -e 's/HTTPSTATUS\:.*//g')
+        STATUS=$(echo "$RESPONSE" | tr -d '\n' | sed -e 's/.*HTTPSTATUS://')
+
+        if [ "$STATUS" -eq 200 ]; then
+            echo "$BODY" > $PLANE_INSTALL_DIR/variables-upgrade.env
+        else
+            echo "Failed to download variables.env. HTTP Status: $STATUS"
+            echo "URL: $RELEASE_DOWNLOAD_URL/$APP_RELEASE/variables.env"
+            mv $PLANE_INSTALL_DIR/archive/$TS.docker-compose.yml $PLANE_INSTALL_DIR/docker-compose.yml
+            exit 1
+        fi
+    fi
+
+    if [ -f "$DOCKER_ENV_PATH" ];
+    then
+        cp "$DOCKER_ENV_PATH" "$PLANE_INSTALL_DIR/archive/$TS.env"
+        cp "$DOCKER_ENV_PATH" "$PLANE_INSTALL_DIR/plane.env.bak"
+    fi
+
+    mv $PLANE_INSTALL_DIR/variables-upgrade.env $DOCKER_ENV_PATH
+
+    syncEnvFile
+
+    updateEnvFile "APP_RELEASE" "$APP_RELEASE" "$DOCKER_ENV_PATH"
+
+}
+function deployStack() {   
+    # Check if docker compose file and env file exist
+    if [ ! -f "$DOCKER_FILE_PATH" ] || [ ! -f "$DOCKER_ENV_PATH" ]; then
+        echo "Configuration files not found"
+        echo "Downloading it now......"
+        APP_RELEASE=$(checkLatestRelease)
+        download
+    fi
+    if [ -z "$stack_name" ]; then
+        getStackName
+    fi
+    echo "Starting ${stack_name} stack..."
+
+    # Pull envs 
+    if [ -f "$DOCKER_ENV_PATH" ]; then
+        set -o allexport; source $DOCKER_ENV_PATH; set +o allexport;
+    else
+        echo "Environment file not found: $DOCKER_ENV_PATH"
+        exit 1
+    fi
+
+    # Deploy the stack
+    docker stack deploy -c $DOCKER_FILE_PATH $stack_name
+
+    echo "Waiting for services to be deployed..."
+    sleep 10
+
+    # Check migrator service
+    local migrator_service=$(docker service ls --filter name=${stack_name}_migrator -q)
+    if [ -n "$migrator_service" ]; then
+        echo ">> Waiting for Data Migration to finish"
+        while docker service ls --filter name=${stack_name}_migrator | grep -q "running"; do
+            echo -n "."
+            sleep 1
+        done
+        echo ""
+        
+        # Get the most recent container for the migrator service
+        local migrator_container=$(docker ps -a --filter name=${stack_name}_migrator --latest -q)
+        
+        if [ -n "$migrator_container" ]; then
+            # Get the exit code of the container
+            local exit_code=$(docker inspect --format='{{.State.ExitCode}}' $migrator_container)
+            
+            if [ "$exit_code" != "0" ]; then
+                echo "Server failed to start ❌"
+                echo "Migration failed with exit code: $exit_code"
+                echo "Please check the logs for the 'migrator' service and resolve the issue(s)."
+                echo "Stop the services by running the command: ./swarm.sh stop"
+                exit 1
+            else
+                echo "   Data Migration completed successfully ✅"
+            fi
+        else
+            echo "Warning: Could not find migrator container to check exit status"
+        fi
+    fi
+
+    # Check API service
+    local api_service=$(docker service ls --filter name=${stack_name}_api -q)
+    while docker service ls --filter name=${stack_name}_api | grep -q "running"; do
+        local running_container=$(docker ps --filter "name=${stack_name}_api" --filter "status=running" -q)
+        if [ -n "$running_container" ]; then
+            if docker container logs $running_container 2>/dev/null | grep -q "Application Startup Complete"; then
+                break
+            fi
+        fi
+        sleep 2
+    done
+
+    if [ -z "$api_service" ]; then
+        echo "Plane Server failed to start ❌"
+        echo "Please check the logs for the 'api' service and resolve the issue(s)."
+        echo "Stop the services by running the command: ./swarm.sh stop"
+        exit 1
+    fi
+    echo "   Plane Server started successfully ✅"
+    echo ""
+    echo "   You can access the application at $WEB_URL"
+    echo ""
+}
+
+function removeStack() {
+    if [ -z "$stack_name" ]; then
+        echo "Stack name not found"
+        exit 1
+    fi
+    echo "Removing ${stack_name} stack..."
+    docker stack rm "$stack_name"
+    echo "Waiting for services to be removed..."
+    while docker stack ls | grep -q "$stack_name"; do
+        sleep 1
+    done
+    sleep 20
+    echo "Services stopped successfully ✅"
+}
+
+function viewStatus() {
+    echo "Checking status of ${stack_name} stack..."
+    if [ -z "$stack_name" ]; then
+        echo "Stack name not found"
+        exit 1
+    fi
+    docker stack ps "$stack_name"
+}
+
+function redeployStack() {   
+    removeStack
+    echo "ReDeploying ${stack_name} stack..."
+    deployStack
+}
+
+function upgrade() {
+
+    echo "Checking status of ${stack_name} stack..."
+    if [ -z "$stack_name" ]; then
+        echo "Stack name not found"
+        exit 1
+    fi
+    
+    local latest_release=$(checkLatestRelease)
+
+    echo ""
+    echo "Current release: $APP_RELEASE"
+
+    if [ "$latest_release" == "$APP_RELEASE" ]; then
+        echo ""
+        echo "You are already using the latest release"
+        exit 0
+    fi
+
+    echo "Latest release: $latest_release"
+    echo ""
+
+    # Check for confirmation to upgrade
+    echo "Do you want to upgrade to the latest release ($latest_release)?"
+    read -p "Continue? [y/N]: " confirm
+
+    if [[ ! "$confirm" =~ ^[Yy]$ ]]; then
+        echo "Exiting..."
+        exit 0
+    fi
+
+    export APP_RELEASE=$latest_release
+
+    # check if stack exists
+    echo "Upgrading ${stack_name} stack..."
+
+    # check env file and take backup
+    if [ -f "$DOCKER_ENV_PATH" ]; then
+        cp "$DOCKER_ENV_PATH" "${DOCKER_ENV_PATH}.bak"
+    fi
+
+    download
+    redeployStack
+}
+
+function viewSpecificLogs() {
+    local service=$1
+    
+    # Input validation
+    if [ -z "$service" ]; then
+        echo "Error: Please specify a service name"
+        return 1
+    fi
+
+    # Main loop for service logs
+    while true; do
+        # Get all running containers for the service
+        local running_containers=$(docker ps --filter "name=${stack_name}_${service}" --filter "status=running" -q)
+
+        # If no running containers found, try service logs
+        if [ -z "$running_containers" ]; then
+            echo "No running containers found for ${stack_name}_${service}, checking service logs..."
+            if docker service inspect ${stack_name}_${service} >/dev/null 2>&1; then
+                echo "Press Ctrl+C or 'q' to exit logs"
+                docker service logs ${stack_name}_${service} -f
+                break
+            else
+                echo "Error: No running containers or services found for ${stack_name}_${service}"
+                return 1
+            fi
+            return
+        fi
+
+        # If multiple containers are running, let user choose
+        if [ $(echo "$running_containers" | grep -v '^$' | wc -l) -gt 1 ]; then
+            clear
+            echo "Multiple containers found for ${stack_name}_${service}:"
+            local i=1
+            # Use regular arrays instead of associative arrays
+            container_ids=()
+            container_names=()
+            
+            while read -r container_id; do
+                if [ -n "$container_id" ]; then
+                    local container_name=$(docker inspect --format '{{.Name}}' "$container_id" | sed 's/\///')
+                    container_ids[$i]=$container_id
+                    container_names[$i]=$container_name
+                    echo "[$i] ${container_names[$i]} (${container_ids[$i]})"
+                    i=$((i+1))
+                fi
+            done <<< "$running_containers"
+            
+            echo -e "\nPlease select a container number:"
+            read -r selection
+
+            if [[ "$selection" =~ ^[0-9]+$ ]] && [ -n "${container_ids[$selection]}" ]; then
+                local selected_container=${container_ids[$selection]}
+                clear
+                echo "Showing logs for container: ${container_names[$selection]}"
+                echo "Press Ctrl+C or 'q' to return to container selection"
+                
+                # Start watching logs in the background
+                docker container logs -f "$selected_container" &
+                local log_pid=$!
+                
+                while true; do
+                    read -r -n 1 input
+                    if [[ $input == "q" ]]; then
+                        kill $log_pid 2>/dev/null
+                        wait $log_pid 2>/dev/null
+                        break
+                    fi
+                done
+                clear
+            else
+                echo "Error: Invalid selection"
+                sleep 2
+            fi
+        else
+            # Single container case
+            local container_name=$(docker inspect --format '{{.Name}}' "$running_containers" | sed 's/\///')
+            echo "Showing logs for container: $container_name"
+            echo "Press Ctrl+C or 'q' to exit logs"
+            docker container logs -f "$running_containers" &
+            local log_pid=$!
+            
+            while true; do
+                read -r -n 1 input
+                if [[ $input == "q" ]]; then
+                    kill $log_pid 2>/dev/null
+                    wait $log_pid 2>/dev/null
+                    break
+                fi
+            done
+            break
+        fi
+    done
+}
+
+function viewLogs(){
+    
+    ARG_SERVICE_NAME=$2
+    if [ -z "$ARG_SERVICE_NAME" ];
+    then
+        echo
+        echo "Select a Service you want to view the logs for:"
+        echo "   1) Web"
+        echo "   2) Space"
+        echo "   3) API"
+        echo "   4) Worker"
+        echo "   5) Beat-Worker"
+        echo "   6) Migrator"
+        echo "   7) Proxy"
+        echo "   8) Redis"
+        echo "   9) Postgres"
+        echo "   10) Minio"
+        echo "   11) RabbitMQ"
+        echo "   0) Back to Main Menu"
+        echo 
+        read -p "Service: " DOCKER_SERVICE_NAME 
+
+        until (( DOCKER_SERVICE_NAME >= 0 && DOCKER_SERVICE_NAME <= 11 )); do
+            echo "Invalid selection. Please enter a number between 0 and 11."
+            read -p "Service: " DOCKER_SERVICE_NAME
+        done
+
+        if [ -z "$DOCKER_SERVICE_NAME" ];
+        then
+            echo "INVALID SERVICE NAME SUPPLIED"
+        else
+            case $DOCKER_SERVICE_NAME in
+                1) viewSpecificLogs "web";;
+                2) viewSpecificLogs "space";;
+                3) viewSpecificLogs "api";;
+                4) viewSpecificLogs "worker";;
+                5) viewSpecificLogs "beat-worker";;
+                6) viewSpecificLogs "migrator";;
+                7) viewSpecificLogs "proxy";;
+                8) viewSpecificLogs "plane-redis";;
+                9) viewSpecificLogs "plane-db";;
+                10) viewSpecificLogs "plane-minio";;
+                11) viewSpecificLogs "plane-mq";;
+                0) askForAction;;
+                *) echo "INVALID SERVICE NAME SUPPLIED";;
+            esac
+        fi
+    elif [ -n "$ARG_SERVICE_NAME" ];
+    then
+        ARG_SERVICE_NAME=$(echo "$ARG_SERVICE_NAME" | tr '[:upper:]' '[:lower:]')
+        case $ARG_SERVICE_NAME in
+            web) viewSpecificLogs "web";;
+            space) viewSpecificLogs "space";;
+            api) viewSpecificLogs "api";;
+            worker) viewSpecificLogs "worker";;
+            beat-worker) viewSpecificLogs "beat-worker";;
+            migrator) viewSpecificLogs "migrator";;
+            proxy) viewSpecificLogs "proxy";;
+            redis) viewSpecificLogs "plane-redis";;
+            postgres) viewSpecificLogs "plane-db";;
+            minio) viewSpecificLogs "plane-minio";;
+            rabbitmq) viewSpecificLogs "plane-mq";;
+            *) echo "INVALID SERVICE NAME SUPPLIED";;
+        esac
+    else
+        echo "INVALID SERVICE NAME SUPPLIED"
+    fi
+}
+
+
+
+function askForAction() {
+    # Rest of askForAction remains the same but use $stack_name instead of $STACK_NAME
+    local DEFAULT_ACTION=$1
+
+    if [ -z "$DEFAULT_ACTION" ]; then
+        echo
+        echo "Select an Action you want to perform:"
+        echo "   1) Deploy Stack"
+        echo "   2) Remove Stack"
+        echo "   3) View Stack Status"
+        echo "   4) Redeploy Stack"
+        echo "   5) Upgrade"
+        echo "   6) View Logs"
+        echo "   7) Exit"
+        echo 
+        read -p "Action [3]: " ACTION
+        until [[ -z "$ACTION" || "$ACTION" =~ ^[1-6]$ ]]; do
+            echo "$ACTION: invalid selection."
+            read -p "Action [3]: " ACTION
+        done
+
+        if [ -z "$ACTION" ]; then
+            ACTION=3
+        fi
+        echo
+    fi
+
+    if [ "$ACTION" == "1" ] || [ "$DEFAULT_ACTION" == "deploy" ]; then
+        deployStack
+    elif [ "$ACTION" == "2" ] || [ "$DEFAULT_ACTION" == "remove" ]; then
+        removeStack
+    elif [ "$ACTION" == "3" ] || [ "$DEFAULT_ACTION" == "status" ]; then
+        viewStatus
+    elif [ "$ACTION" == "4" ] || [ "$DEFAULT_ACTION" == "redeploy" ]; then
+        redeployStack
+    elif [ "$ACTION" == "5" ] || [ "$DEFAULT_ACTION" == "upgrade" ]; then
+        upgrade
+    elif [ "$ACTION" == "6" ] || [ "$DEFAULT_ACTION" == "logs" ]; then
+        viewLogs "$@"
+    elif [ "$ACTION" == "7" ] || [ "$DEFAULT_ACTION" == "exit" ]; then
+        exit 0
+    else
+        echo "INVALID ACTION SUPPLIED"
+    fi
+}
+
+# Initialize stack name at script start
+
+if [ -z "$stack_name" ]; then
+    readStackName
+fi
+
+# Sync environment variables
+if [ -f "$DOCKER_ENV_PATH" ]; then
+    DOCKERHUB_USER=$(getEnvValue "DOCKERHUB_USER" "$DOCKER_ENV_PATH")
+    APP_RELEASE=$(getEnvValue "APP_RELEASE" "$DOCKER_ENV_PATH")
+
+    if [ -z "$DOCKERHUB_USER" ]; then
+        DOCKERHUB_USER=artifacts.plane.so/makeplane
+        updateEnvFile "DOCKERHUB_USER" "$DOCKERHUB_USER" "$DOCKER_ENV_PATH"
+    fi
+
+    if [ -z "$APP_RELEASE" ]; then
+        APP_RELEASE=stable
+        updateEnvFile "APP_RELEASE" "$APP_RELEASE" "$DOCKER_ENV_PATH"
+    fi
+fi
+
+
+# Main execution
+print_header
+askForAction "$@"
diff --git a/supabase/code/docker-compose.yml b/supabase/code/docker-compose.yml
index 9f98f0a..a8d8584 100644
--- a/supabase/code/docker-compose.yml
+++ b/supabase/code/docker-compose.yml
@@ -10,7 +10,7 @@ name: supabase
 services:
 
   studio:
-    image: supabase/studio:20250113-83c9420
+    image: supabase/studio:2025.05.19-sha-3487831
     restart: unless-stopped
     healthcheck:
       test:
@@ -18,8 +18,8 @@ services:
           "CMD",
           "node",
           "-e",
-          "fetch('http://studio:3000/api/profile').then((r) => {if (r.status
-            !== 200) throw new Error(r.status)})"
+          "fetch('http://studio:3000/api/platform/profile').then((r) => {if
+            (r.status !== 200) throw new Error(r.status)})"
         ]
       timeout: 10s
       interval: 5s
@@ -54,7 +54,7 @@ services:
     restart: unless-stopped
     volumes:
       # https://github.com/supabase/supabase/issues/12661
-      - ./volumes/api/kong.yml:/home/kong/temp.yml:ro
+      - ./volumes/api/kong.yml:/home/kong/temp.yml:ro,z
     depends_on:
       analytics:
         condition: service_healthy
@@ -75,7 +75,7 @@ services:
       /docker-entrypoint.sh kong docker-start'
 
   auth:
-    image: supabase/gotrue:v2.167.0
+    image: supabase/gotrue:v2.172.1
     restart: unless-stopped
     healthcheck:
       test:
@@ -157,7 +157,7 @@ services:
       # GOTRUE_HOOK_SEND_EMAIL_SECRETS: "v1,whsec_VGhpcyBpcyBhbiBleGFtcGxlIG9mIGEgc2hvcnRlciBCYXNlNjQgc3RyaW5n"
 
   rest:
-    image: postgrest/postgrest:v12.2.0
+    image: postgrest/postgrest:v12.2.12
     restart: unless-stopped
     depends_on:
       db:
@@ -177,7 +177,7 @@ services:
 
   realtime:
     # This container name looks inconsistent but is correct because realtime constructs tenant id by parsing the subdomain
-    image: supabase/realtime:v2.34.7
+    image: supabase/realtime:v2.34.47
     restart: unless-stopped
     depends_on:
       db:
@@ -221,7 +221,7 @@ services:
 
   # To use S3 backed storage: docker compose -f docker-compose.yml -f docker-compose.s3.yml up
   storage:
-    image: supabase/storage-api:v1.14.5
+    image: supabase/storage-api:v1.22.17
     restart: unless-stopped
     volumes:
       - ./volumes/storage:/var/lib/storage:z
@@ -279,7 +279,7 @@ services:
       IMGPROXY_ENABLE_WEBP_DETECTION: ${IMGPROXY_ENABLE_WEBP_DETECTION}
 
   meta:
-    image: supabase/postgres-meta:v0.84.2
+    image: supabase/postgres-meta:v0.89.0
     restart: unless-stopped
     depends_on:
       db:
@@ -296,7 +296,7 @@ services:
       PG_META_DB_PASSWORD: ${POSTGRES_PASSWORD}
 
   functions:
-    image: supabase/edge-runtime:v1.67.0
+    image: supabase/edge-runtime:v1.67.4
     restart: unless-stopped
     volumes:
       - ./volumes/functions:/home/deno/functions:Z
@@ -314,7 +314,7 @@ services:
     command: [ "start", "--main-service", "/home/deno/functions/main" ]
 
   analytics:
-    image: supabase/logflare:1.4.0
+    image: supabase/logflare:1.12.0
     restart: unless-stopped
     # Uncomment to use Big Query backend for analytics
     # volumes:
@@ -354,7 +354,7 @@ services:
 
       # Comment out everything below this point if you are using an external Postgres database
   db:
-    image: supabase/postgres:15.8.1.020
+    image: supabase/postgres:15.8.1.060
     restart: unless-stopped
     volumes:
       - ./volumes/db/realtime.sql:/docker-entrypoint-initdb.d/migrations/99-realtime.sql:Z
@@ -405,8 +405,8 @@ services:
     image: timberio/vector:0.28.1-alpine
     restart: unless-stopped
     volumes:
-      - ./volumes/logs/vector.yml:/etc/vector/vector.yml:ro
-      - ${DOCKER_SOCKET_LOCATION}:/var/run/docker.sock:ro
+      - ./volumes/logs/vector.yml:/etc/vector/vector.yml:ro,z
+      - ${DOCKER_SOCKET_LOCATION}:/var/run/docker.sock:ro,z
     healthcheck:
       test:
         [
@@ -423,13 +423,15 @@ services:
     environment:
       LOGFLARE_API_KEY: ${LOGFLARE_API_KEY}
     command: [ "--config", "/etc/vector/vector.yml" ]
+    security_opt:
+      - "label=disable"
 
   # Update the DATABASE_URL if you are using an external Postgres database
   supavisor:
-    image: supabase/supavisor:1.1.56
+    image: supabase/supavisor:2.5.1
     restart: unless-stopped
     volumes:
-      - ./volumes/pooler/pooler.exs:/etc/pooler/pooler.exs:ro
+      - ./volumes/pooler/pooler.exs:/etc/pooler/pooler.exs:ro,z
     healthcheck:
       test:
         [
diff --git a/twenty/code/Makefile b/twenty/code/Makefile
index 2d89c4c..bdda023 100644
--- a/twenty/code/Makefile
+++ b/twenty/code/Makefile
@@ -1,14 +1,27 @@
+# Makefile for building Twenty CRM docker images.
+# Set the tag and/or target build platform using make command-line variables assignments.
+#
+# Optional make variables:
+# PLATFORM - defaults to 'linux/amd64'
+# TAG      - defaults to 'latest'
+#
+# Example: make
+# Example: make PLATFORM=linux/aarch64 TAG=my-tag
+
+PLATFORM ?= linux/amd64
+TAG ?= latest
+
 prod-build:
-	@cd ../.. && docker build -f ./packages/twenty-docker/twenty/Dockerfile --tag twenty . && cd -
+	@cd ../.. && docker build -f ./packages/twenty-docker/twenty/Dockerfile --platform $(PLATFORM) --tag twenty:$(TAG) . && cd -
 
 prod-run:
-	@docker run -d -p 3000:3000 --name twenty twenty
+	@docker run -d -p 3000:3000 --name twenty twenty:$(TAG)
 
 prod-postgres-run:
-	@docker run -d -p 5432:5432 -e POSTGRES_USER=postgres -e POSTGRES_PASSWORD=postgres --name twenty-postgres twenty-postgres
+	@docker run -d -p 5432:5432 -e POSTGRES_USER=postgres -e POSTGRES_PASSWORD=postgres --name twenty-postgres twenty-postgres:$(TAG)
 
 prod-website-build:
-	@cd ../.. && docker build -f ./packages/twenty-docker/twenty-website/Dockerfile --tag twenty-website . && cd -
+	@cd ../.. && docker build -f ./packages/twenty-docker/twenty-website/Dockerfile --platform $(PLATFORM) --tag twenty-website:$(TAG) . && cd -
 
 prod-website-run:
-	@docker run -d -p 3000:3000 --name twenty-website twenty-website
+	@docker run -d -p 3000:3000 --name twenty-website twenty-website:$(TAG)
diff --git a/twenty/code/docker-compose.yml b/twenty/code/docker-compose.yml
index 7ea2bd6..2c0e188 100644
--- a/twenty/code/docker-compose.yml
+++ b/twenty/code/docker-compose.yml
@@ -1,21 +1,10 @@
 name: twenty
 
 services:
-  change-vol-ownership:
-    image: ubuntu
-    user: root
-    volumes:
-      - server-local-data:/tmp/server-local-data
-      - docker-data:/tmp/docker-data
-    command: >
-      bash -c " chown -R 1000:1000 /tmp/server-local-data && chown -R 1000:1000
-      /tmp/docker-data"
-
   server:
     image: twentycrm/twenty:${TAG:-latest}
     volumes:
-      - server-local-data:/app/packages/twenty-server/${STORAGE_LOCAL_PATH:-.local-storage}
-      - docker-data:/app/docker-data
+      - server-local-data:/app/packages/twenty-server/.local-storage
     environment:
       NODE_PORT: 3000
       PG_DATABASE_URL: postgres://${PG_DATABASE_USER:-postgres}:${PG_DATABASE_PASSWORD:-postgres}@${PG_DATABASE_HOST:-db}:${PG_DATABASE_PORT:-5432}/default
@@ -27,21 +16,45 @@ services:
       STORAGE_S3_NAME: ${STORAGE_S3_NAME}
       STORAGE_S3_ENDPOINT: ${STORAGE_S3_ENDPOINT}
 
-      APP_SECRET: ${APP_SECRET}
+      APP_SECRET: ${APP_SECRET:-replace_me_with_a_random_string}
+      # MESSAGING_PROVIDER_GMAIL_ENABLED: ${MESSAGING_PROVIDER_GMAIL_ENABLED}
+      # CALENDAR_PROVIDER_GOOGLE_ENABLED: ${CALENDAR_PROVIDER_GOOGLE_ENABLED}
+      # AUTH_GOOGLE_CLIENT_ID: ${AUTH_GOOGLE_CLIENT_ID}
+      # AUTH_GOOGLE_CLIENT_SECRET: ${AUTH_GOOGLE_CLIENT_SECRET}
+      # AUTH_GOOGLE_CALLBACK_URL: ${AUTH_GOOGLE_CALLBACK_URL}
+      # AUTH_GOOGLE_APIS_CALLBACK_URL: ${AUTH_GOOGLE_APIS_CALLBACK_URL}
+
+      # CALENDAR_PROVIDER_MICROSOFT_ENABLED: ${CALENDAR_PROVIDER_MICROSOFT_ENABLED}
+      # MESSAGING_PROVIDER_MICROSOFT_ENABLED: ${MESSAGING_PROVIDER_MICROSOFT_ENABLED}
+      # AUTH_MICROSOFT_ENABLED: ${AUTH_MICROSOFT_ENABLED}
+      # AUTH_MICROSOFT_CLIENT_ID: ${AUTH_MICROSOFT_CLIENT_ID}
+      # AUTH_MICROSOFT_CLIENT_SECRET: ${AUTH_MICROSOFT_CLIENT_SECRET}
+      # AUTH_MICROSOFT_CALLBACK_URL: ${AUTH_MICROSOFT_CALLBACK_URL}
+      # AUTH_MICROSOFT_APIS_CALLBACK_URL: ${AUTH_MICROSOFT_APIS_CALLBACK_URL}
+
+      # EMAIL_FROM_ADDRESS: ${EMAIL_FROM_ADDRESS:-contact@yourdomain.com}
+      # EMAIL_FROM_NAME: ${EMAIL_FROM_NAME:-"John from YourDomain"}
+      # EMAIL_SYSTEM_ADDRESS: ${EMAIL_SYSTEM_ADDRESS:-system@yourdomain.com}
+      # EMAIL_DRIVER: ${EMAIL_DRIVER:-smtp}
+      # EMAIL_SMTP_HOST: ${EMAIL_SMTP_HOST:-smtp.gmail.com}
+      # EMAIL_SMTP_PORT: ${EMAIL_SMTP_PORT:-465}
+      # EMAIL_SMTP_USER: ${EMAIL_SMTP_USER:-}
+      # EMAIL_SMTP_PASSWORD: ${EMAIL_SMTP_PASSWORD:-}
+
     depends_on:
-      change-vol-ownership:
-        condition: service_completed_successfully
       db:
         condition: service_healthy
     healthcheck:
       test: curl --fail http://localhost:3000/healthz
       interval: 5s
       timeout: 5s
-      retries: 10
+      retries: 20
     restart: always
 
   worker:
     image: twentycrm/twenty:${TAG:-latest}
+    volumes:
+      - server-local-data:/app/packages/twenty-server/${STORAGE_LOCAL_PATH:-.local-storage}
     command: [ "yarn", "worker:prod" ]
     environment:
       PG_DATABASE_URL: postgres://${PG_DATABASE_USER:-postgres}:${PG_DATABASE_PASSWORD:-postgres}@${PG_DATABASE_HOST:-db}:${PG_DATABASE_PORT:-5432}/default
@@ -54,7 +67,31 @@ services:
       STORAGE_S3_NAME: ${STORAGE_S3_NAME}
       STORAGE_S3_ENDPOINT: ${STORAGE_S3_ENDPOINT}
 
-      APP_SECRET: ${APP_SECRET}
+      APP_SECRET: ${APP_SECRET:-replace_me_with_a_random_string}
+      # MESSAGING_PROVIDER_GMAIL_ENABLED: ${MESSAGING_PROVIDER_GMAIL_ENABLED}
+      # CALENDAR_PROVIDER_GOOGLE_ENABLED: ${CALENDAR_PROVIDER_GOOGLE_ENABLED}
+      # AUTH_GOOGLE_CLIENT_ID: ${AUTH_GOOGLE_CLIENT_ID}
+      # AUTH_GOOGLE_CLIENT_SECRET: ${AUTH_GOOGLE_CLIENT_SECRET}
+      # AUTH_GOOGLE_CALLBACK_URL: ${AUTH_GOOGLE_CALLBACK_URL}
+      # AUTH_GOOGLE_APIS_CALLBACK_URL: ${AUTH_GOOGLE_APIS_CALLBACK_URL}
+
+      # CALENDAR_PROVIDER_MICROSOFT_ENABLED: ${CALENDAR_PROVIDER_MICROSOFT_ENABLED}
+      # MESSAGING_PROVIDER_MICROSOFT_ENABLED: ${MESSAGING_PROVIDER_MICROSOFT_ENABLED}
+      # AUTH_MICROSOFT_ENABLED: ${AUTH_MICROSOFT_ENABLED}
+      # AUTH_MICROSOFT_CLIENT_ID: ${AUTH_MICROSOFT_CLIENT_ID}
+      # AUTH_MICROSOFT_CLIENT_SECRET: ${AUTH_MICROSOFT_CLIENT_SECRET}
+      # AUTH_MICROSOFT_CALLBACK_URL: ${AUTH_MICROSOFT_CALLBACK_URL}
+      # AUTH_MICROSOFT_APIS_CALLBACK_URL: ${AUTH_MICROSOFT_APIS_CALLBACK_URL}
+
+      # EMAIL_FROM_ADDRESS: ${EMAIL_FROM_ADDRESS:-contact@yourdomain.com}
+      # EMAIL_FROM_NAME: ${EMAIL_FROM_NAME:-"John from YourDomain"}
+      # EMAIL_SYSTEM_ADDRESS: ${EMAIL_SYSTEM_ADDRESS:-system@yourdomain.com}
+      # EMAIL_DRIVER: ${EMAIL_DRIVER:-smtp}
+      # EMAIL_SMTP_HOST: ${EMAIL_SMTP_HOST:-smtp.gmail.com}
+      # EMAIL_SMTP_PORT: ${EMAIL_SMTP_PORT:-465}
+      # EMAIL_SMTP_USER: ${EMAIL_SMTP_USER:-}
+      # EMAIL_SMTP_PASSWORD: ${EMAIL_SMTP_PASSWORD:-}
+
     depends_on:
       db:
         condition: service_healthy
@@ -63,14 +100,12 @@ services:
     restart: always
 
   db:
-    image: twentycrm/twenty-postgres-spilo:${TAG:-latest}
+    image: postgres:16
     volumes:
-      - db-data:/home/postgres/pgdata
+      - db-data:/var/lib/postgresql/data
     environment:
-      PGUSER_SUPERUSER: ${PG_DATABASE_USER:-postgres}
-      PGPASSWORD_SUPERUSER: ${PG_DATABASE_PASSWORD:-postgres}
-      ALLOW_NOSSL: "true"
-      SPILO_PROVIDER: "local"
+      POSTGRES_USER: ${PG_DATABASE_USER:-postgres}
+      POSTGRES_PASSWORD: ${PG_DATABASE_PASSWORD:-postgres}
     healthcheck:
       test: pg_isready -U ${PG_DATABASE_USER:-postgres} -h localhost -d postgres
       interval: 5s
@@ -81,8 +116,8 @@ services:
   redis:
     image: redis
     restart: always
+    command: [ "--maxmemory-policy", "noeviction" ]
 
 volumes:
-  docker-data:
   db-data:
   server-local-data:
diff --git a/twenty/code/k8s/README.md b/twenty/code/k8s/README.md
index df1cde7..d538d21 100644
--- a/twenty/code/k8s/README.md
+++ b/twenty/code/k8s/README.md
@@ -1,4 +1,7 @@
 # README
+DISCLAIMER: The k8s and podman deployments are not maintained by the core team.
+These files are provided and maintained by the community. Twenty core team
+maintains support for docker deployment.
 
 ## Overview
 
diff --git a/twenty/code/k8s/manifests/deployment-redis.yaml b/twenty/code/k8s/manifests/deployment-redis.yaml
index e09874a..bd7aaa3 100644
--- a/twenty/code/k8s/manifests/deployment-redis.yaml
+++ b/twenty/code/k8s/manifests/deployment-redis.yaml
@@ -25,9 +25,10 @@ spec:
         - name: redis
           image: redis/redis-stack-server:latest
           imagePullPolicy: Always
+          args: ["--maxmemory-policy", "noeviction"]
           env:
             - name: PORT
-              value: 6379
+              value: "6379"
           ports:
             - containerPort: 6379
               name: redis
diff --git a/twenty/code/podman/README.md b/twenty/code/podman/README.md
new file mode 100644
index 0000000..91aa202
--- /dev/null
+++ b/twenty/code/podman/README.md
@@ -0,0 +1,48 @@
+# How to deploy twenty on podman
+
+DISCLAIMER: The k8s and podman deployments are not maintained by the core team.
+These files are provided and maintained by the community. Twenty core team
+maintains support for docker deployment.
+
+
+## How to use
+
+1. Edit `.env` file. At the minimum set `POSTGRES_PASSWORD`, `SERVER_URL`, and `APP_SECRET`.
+2. Start twenty by running `podman-compose up -d`.
+
+If you need to stop twenty, you can do so by running `podman-compose down`.
+
+
+### Install systemd service (optional)
+
+If you want to install a systemd service to run twenty, you can use the provided systemd service. 
+
+Edit `twentycrm.service` and change these two variables:
+
+
+	WorkingDirectory=/opt/apps/twenty
+	EnvironmentFile=/opt/apps/twenty/.env
+
+`WorkingDirectory` should be changed to the path in which `podman-compose.yml` is located.
+
+`EnvironmentFile` should be changed to the path in which your `.env`file is located.
+
+You can run the script `install-systemd-user-service` to install the systemd service under the current user.
+
+
+	./install-systemd-user-service
+
+Note: this script will enable the service and also start it. So it will assume that twenty is not currently running.
+If you started it previously, bring it down using:
+
+	podman-compose down
+
+
+
+## Compatibility
+
+These files should be compatible with podman 4.3+.
+
+I have tested this on Debian GNU/Linux 12 (bookworm) and with the podman that is distributed with the official Debian stable mirrors (podman v4.3.1+ds1-8+deb12u1, podman-compose v1.0.3-3).
+
+
diff --git a/twenty/code/podman/install-systemd-user-service b/twenty/code/podman/install-systemd-user-service
new file mode 100755
index 0000000..4e10ba1
--- /dev/null
+++ b/twenty/code/podman/install-systemd-user-service
@@ -0,0 +1,11 @@
+#!/bin/bash
+set -e
+
+mkdir -p ~/.config/systemd/user
+[ -f twentycrm.service ] || { echo "Error: twentycrm.service not found"; exit 1; }
+cp twentycrm.service ~/.config/systemd/user
+
+
+systemctl --user daemon-reload
+systemctl --user enable twentycrm.service
+systemctl --user start twentycrm.service
diff --git a/twenty/code/podman/manual-steps-to-deploy-twenty-on-podman b/twenty/code/podman/manual-steps-to-deploy-twenty-on-podman
new file mode 100644
index 0000000..beb9797
--- /dev/null
+++ b/twenty/code/podman/manual-steps-to-deploy-twenty-on-podman
@@ -0,0 +1,71 @@
+#!/bin/bash
+set -e
+if [ ! -f "$(dirname "$0")/.env" ]; then
+    echo "Error: .env file not found"
+    exit 1
+fi
+source "$(dirname "$0")/.env"
+
+## steps to cleanup and start over from scratch - useful when testing
+#podman pod stop twenty-pod
+#podman pod rm twenty-pod
+#podman volume rm twenty-db-data twenty-server-data twenty-redis-data
+# end of cleanup
+
+podman volume create twenty-db-data
+podman volume create twenty-server-data
+podman volume create twenty-redis-data
+
+podman pod create --name twenty-pod -p 127.0.0.1:8080:3000
+
+podman run -d --pod twenty-pod --name twenty-db \
+  -e POSTGRES_DB=twenty \
+  -e POSTGRES_USER=twenty \
+  -e POSTGRES_PASSWORD="$POSTGRES_PASSWORD" \
+  -v twenty-db-data:/var/lib/postgresql/data:Z \
+  docker.io/library/postgres:16
+
+podman run -d --pod twenty-pod --name twenty-redis \
+  -v twenty-redis-data:/data:Z \
+  docker.io/library/redis:latest
+
+podman run -d --pod twenty-pod --name twenty-server \
+  -e NODE_PORT=3000 \
+  -e SERVER_URL="$SERVER_URL" \
+  -e PG_DATABASE_URL="postgresql://twenty:$POSTGRES_PASSWORD@twenty-db:5432/twenty" \
+  -e REDIS_URL="redis://twenty-redis:6379" \
+  -e APP_SECRET="$APP_SECRET" \
+  -e NODE_ENV=production \
+  -e LOG_LEVEL=info \
+  -v twenty-server-data:/app/docker-data:Z \
+  docker.io/twentycrm/twenty:latest
+
+podman run -d --pod twenty-pod --name twenty-worker \
+  --init \
+  -e SERVER_URL="$SERVER_URL" \
+  -e PG_DATABASE_URL="postgresql://twenty:$POSTGRES_PASSWORD@twenty-db:5432/twenty" \
+  -e REDIS_URL="redis://twenty-redis:6379" \
+  -e APP_SECRET="$APP_SECRET" \
+  -e DISABLE_DB_MIGRATIONS=true \
+  -e NODE_ENV=production \
+  -e LOG_LEVEL=info \
+  -v twenty-server-data:/app/docker-data:Z \
+  docker.io/twentycrm/twenty:latest \
+  yarn worker:prod
+
+# wait some time, check status
+sleep 30
+podman ps --pod -f name=twenty-pod
+
+
+mkdir -p ~/.config/systemd/user
+if [ ! -f "twentycrm.service" ]; then
+    echo "Error: twentycrm.service file not found"
+    exit 1
+fi
+cp twentycrm.service ~/.config/systemd/user
+
+systemctl --user daemon-reload
+systemctl --user enable twentycrm.service
+systemctl --user start twentycrm.service
+
diff --git a/twenty/code/podman/podman-compose.yml b/twenty/code/podman/podman-compose.yml
new file mode 100644
index 0000000..fa0ecae
--- /dev/null
+++ b/twenty/code/podman/podman-compose.yml
@@ -0,0 +1,56 @@
+version: "3.8"
+
+services:
+  db:
+    container_name: twenty-db
+    image: postgres:16
+    environment:
+      POSTGRES_DB: twenty
+      POSTGRES_USER: twenty
+      POSTGRES_PASSWORD: ${PG_DATABASE_PASSWORD}
+    volumes:
+      - twenty-db-data:/var/lib/postgresql/data:Z
+
+  redis:
+    container_name: twenty-redis
+    image: redis:latest
+    command: ["--maxmemory-policy", "noeviction"]
+    volumes:
+      - twenty-redis-data:/data:Z
+
+  server:
+    container_name: twenty-server
+    image: twentycrm/twenty:latest
+    environment:
+      NODE_PORT: "3000"
+      SERVER_URL: ${SERVER_URL}
+      PG_DATABASE_URL: "postgresql://twenty:${PG_DATABASE_PASSWORD}@twenty-db:5432/twenty"
+      REDIS_URL: "redis://twenty-redis:6379"
+      APP_SECRET: ${APP_SECRET}
+      NODE_ENV: production
+      LOG_LEVEL: info
+    volumes:
+      - twenty-server-data:/app/docker-data:Z
+    ports:
+      - 127.0.0.1:8080:3000
+
+  worker:
+    container_name: twenty-worker
+    image: twentycrm/twenty:latest
+    command: yarn worker:prod
+    environment:
+      SERVER_URL: ${SERVER_URL}
+      PG_DATABASE_URL: "postgresql://twenty:${PG_DATABASE_PASSWORD}@twenty-db:5432/twenty"
+      REDIS_URL: "redis://twenty-redis:6379"
+      APP_SECRET: ${APP_SECRET}
+      DISABLE_DB_MIGRATIONS: "true"
+      NODE_ENV: production
+      LOG_LEVEL: info
+    volumes:
+      - twenty-server-data:/app/docker-data:Z
+    init: true
+
+volumes:
+  twenty-db-data:
+  twenty-server-data:
+  twenty-redis-data:
diff --git a/twenty/code/podman/twentycrm.service b/twenty/code/podman/twentycrm.service
new file mode 100644
index 0000000..5364993
--- /dev/null
+++ b/twenty/code/podman/twentycrm.service
@@ -0,0 +1,15 @@
+[Unit]
+Description=TwentyCRM Container Stack via Podman-Compose
+After=network.target
+
+[Service]
+Type=simple
+WorkingDirectory=/opt/apps/twenty
+EnvironmentFile=/opt/apps/twenty/.env
+ExecStart=/usr/bin/podman-compose -f podman-compose.yml up -d
+ExecStop=/usr/bin/podman-compose -f podman-compose.yml down
+RemainAfterExit=yes
+
+[Install]
+WantedBy=default.target
+
diff --git a/twenty/code/twenty-website/Dockerfile b/twenty/code/twenty-website/Dockerfile
index e3b7420..3f64a07 100644
--- a/twenty/code/twenty-website/Dockerfile
+++ b/twenty/code/twenty-website/Dockerfile
@@ -8,10 +8,18 @@ COPY ./yarn.lock .
 COPY ./.yarnrc.yml .
 COPY ./.yarn/releases /app/.yarn/releases
 COPY ./tools/eslint-rules /app/tools/eslint-rules
+COPY ./packages/twenty-ui/package.json /app/packages/twenty-ui/
+COPY ./packages/twenty-shared/package.json /app/packages/twenty-shared/
 COPY ./packages/twenty-website/package.json /app/packages/twenty-website/package.json
 
 RUN yarn
 
+ENV KEYSTATIC_GITHUB_CLIENT_ID="<fake build value>"
+ENV KEYSTATIC_GITHUB_CLIENT_SECRET="<fake build value>"
+ENV KEYSTATIC_SECRET="<fake build value>"
+ENV NEXT_PUBLIC_KEYSTATIC_GITHUB_APP_SLUG="<fake build value>"
+
+COPY ./packages/twenty-ui /app/packages/twenty-ui
 COPY ./packages/twenty-website /app/packages/twenty-website
 RUN npx nx build twenty-website
 
@@ -26,4 +34,9 @@ WORKDIR /app/packages/twenty-website
 LABEL org.opencontainers.image.source=https://github.com/twentyhq/twenty
 LABEL org.opencontainers.image.description="This image provides a consistent and reproducible environment for the website."
 
+RUN chown -R 1000 /app
+
+# Use non root user with uid 1000
+USER 1000
+
 CMD ["/bin/sh", "-c", "npx nx start"]
\ No newline at end of file
diff --git a/twenty/code/twenty/Dockerfile b/twenty/code/twenty/Dockerfile
index d171683..4100694 100644
--- a/twenty/code/twenty/Dockerfile
+++ b/twenty/code/twenty/Dockerfile
@@ -7,6 +7,7 @@ WORKDIR /app
 COPY ./package.json ./yarn.lock ./.yarnrc.yml ./tsconfig.base.json ./nx.json /app/
 COPY ./.yarn/releases /app/.yarn/releases
 
+COPY ./.prettierrc /app/
 COPY ./packages/twenty-emails/package.json /app/packages/twenty-emails/
 COPY ./packages/twenty-server/package.json /app/packages/twenty-server/
 COPY ./packages/twenty-server/patches /app/packages/twenty-server/patches
@@ -63,8 +64,9 @@ WORKDIR /app/packages/twenty-server
 
 ARG REACT_APP_SERVER_BASE_URL
 ENV REACT_APP_SERVER_BASE_URL $REACT_APP_SERVER_BASE_URL
-ARG SENTRY_RELEASE
-ENV SENTRY_RELEASE $SENTRY_RELEASE
+
+ARG APP_VERSION
+ENV APP_VERSION $APP_VERSION
 
 # Copy built applications from previous stages
 COPY --chown=1000 --from=twenty-server-build /app /app
@@ -75,8 +77,8 @@ COPY --chown=1000 --from=twenty-front-build /app/packages/twenty-front/build /ap
 LABEL org.opencontainers.image.source=https://github.com/twentyhq/twenty
 LABEL org.opencontainers.image.description="This image provides a consistent and reproducible environment for the backend and frontend, ensuring it deploys faster and runs the same way regardless of the deployment environment."
 
-RUN mkdir /app/.local-storage
-RUN chown -R 1000 /app
+RUN mkdir -p /app/.local-storage /app/packages/twenty-server/.local-storage && \
+    chown -R 1000:1000 /app
 
 # Use non root user with uid 1000
 USER 1000
diff --git a/twenty/code/twenty/entrypoint.sh b/twenty/code/twenty/entrypoint.sh
index 2b6985a..a7de30a 100755
--- a/twenty/code/twenty/entrypoint.sh
+++ b/twenty/code/twenty/entrypoint.sh
@@ -1,26 +1,33 @@
 #!/bin/sh
 set -e
 
-# Check if the initialization has already been done and that we enabled automatic migration
-if [ "${DISABLE_DB_MIGRATIONS}" != "true" ] && [ ! -f /app/docker-data/db_status ]; then
-    echo "Running database setup and migrations..."
+setup_and_migrate_db() {
+    if [ "${DISABLE_DB_MIGRATIONS}" = "true" ]; then
+        echo "Database setup and migrations are disabled, skipping..."
+        return
+    fi
 
-    # Creating the database if it doesn't exist
+    echo "Running database setup and migrations..."
     PGUSER=$(echo $PG_DATABASE_URL | awk -F '//' '{print $2}' | awk -F ':' '{print $1}')
     PGPASS=$(echo $PG_DATABASE_URL | awk -F ':' '{print $3}' | awk -F '@' '{print $1}')
     PGHOST=$(echo $PG_DATABASE_URL | awk -F '@' '{print $2}' | awk -F ':' '{print $1}')
     PGPORT=$(echo $PG_DATABASE_URL | awk -F ':' '{print $4}' | awk -F '/' '{print $1}')
-    PGPASSWORD=${PGPASS} psql -h ${PGHOST} -p ${PGPORT} -U ${PGUSER} -d postgres -tc "SELECT 1 FROM pg_database WHERE datname = 'default'" | grep -q 1 || \
-    PGPASSWORD=${PGPASS} psql -h ${PGHOST} -p ${PGPORT} -U ${PGUSER} -d postgres -c "CREATE DATABASE \"default\""
+    PGDATABASE=$(echo $PG_DATABASE_URL | awk -F ':' '{print $4}' | awk -F '/' '{print $2}')
 
-    # Run setup and migration scripts
-    NODE_OPTIONS="--max-old-space-size=1500" tsx ./scripts/setup-db.ts
-    yarn database:migrate:prod
+    # Creating the database if it doesn't exist
+    db_count=$(PGPASSWORD=${PGPASS} psql -h ${PGHOST} -p ${PGPORT} -U ${PGUSER} -d postgres -tAc "SELECT COUNT(*) FROM pg_database WHERE datname = '${PGDATABASE}'")
+    if [ "$db_count" = "0" ]; then
+        echo "Database ${PGDATABASE} does not exist, creating..."
+        PGPASSWORD=${PGPASS} psql -h ${PGHOST} -p ${PGPORT} -U ${PGUSER} -d postgres -c "CREATE DATABASE \"${PGDATABASE}\""
 
-    # Mark initialization as done
-    echo "Successfuly migrated DB!"
-    touch /app/docker-data/db_status
-fi
+        # Run setup and migration scripts
+        NODE_OPTIONS="--max-old-space-size=1500" tsx ./scripts/setup-db.ts
+    fi
+    
+    yarn command:prod upgrade
+    echo "Successfully migrated DB!"
+}
+setup_and_migrate_db
 
 # Continue with the original Docker command
 exec "$@"