diff --git a/.env b/.env
index a539a3f..befe5bd 100644
--- a/.env
+++ b/.env
@@ -1,14 +1,14 @@
 # By default listen on https://localhost
 # To change this:
-# * uncomment SEARX_HOSTNAME, and replace <host> by the searx hostname
+# * uncomment SEARXNG_HOSTNAME, and replace <host> by the SearXNG hostname
 # * uncomment LETSENCRYPT_EMAIL, and replace <email> by your email (require to create a Let's Encrypt certificate)
 
-# SEARX_HOSTNAME=<host>
+# SEARXNG_HOSTNAME=<host>
 # LETSENCRYPT_EMAIL=<email>
 
 # automatically update settings to the new version
 # comment this line if you made / will make some modifications to the settings
-SEARX_COMMAND=-f
+SEARXNG_COMMAND=-f
 
 # use openssl rand -base64 33
 MORTY_KEY=ReplaceWithARealKey!
diff --git a/.gitignore b/.gitignore
index 7210ad4..f72896e 100644
--- a/.gitignore
+++ b/.gitignore
@@ -1,6 +1,6 @@
 *~
 
-searx-docker.service
+searxng-docker.service
 caddy
 srv
 searx
diff --git a/Caddyfile b/Caddyfile
index c84ce74..299e769 100644
--- a/Caddyfile
+++ b/Caddyfile
@@ -2,12 +2,12 @@
   admin off
 }
 
-{$SEARX_HOSTNAME} {
+{$SEARXNG_HOSTNAME} {
   log {
         output discard
   }
 
-  tls {$SEARX_TLS}
+  tls {$SEARXNG_TLS}
 
   @api {
         path /config
diff --git a/README.md b/README.md
index 2ad8df5..b735e29 100644
--- a/README.md
+++ b/README.md
@@ -1,54 +1,54 @@
-# searx-docker
+# searxng-docker
 
-Create a new searx instance in five minutes using Docker (see https://github.com/asciimoo/searx/issues/1561 )
+Create a new SearXNG  instance in five minutes using Docker
 
 ## What is included ?
 
 | Name | Description | Docker image | Dockerfile |
 | -- | -- | -- | -- |
 | [Caddy](https://github.com/caddyserver/caddy) | Reverse proxy (create a LetsEncrypt certificate automatically) | [caddy/caddy:2-alpine](https://hub.docker.com/_/caddy) | [Dockerfile](https://github.com/caddyserver/caddy-docker) |
-| [Filtron](https://github.com/asciimoo/filtron) |  Filtering reverse HTTP proxy, bot and abuse protection | [dalf/filtron:latest](https://hub.docker.com/r/dalf/filtron) | See [asciimoo/filtron#4](https://github.com/asciimoo/filtron/pull/4) |
-| [Searx](https://github.com/asciimoo/searx) | searx by itself | [searx/searx:latest](https://hub.docker.com/r/searx/searx) | [Dockerfile](https://github.com/searx/searx/blob/master/Dockerfile) |
-| [Morty](https://github.com/asciimoo/morty) | Privacy aware web content sanitizer proxy as a service. | [dalf/morty:latest](https://hub.docker.com/r/dalf/morty) | [Dockerfile](https://github.com/dalf/morty/blob/master/Dockerfile) |
+| [Filtron](https://github.com/dalf/filtron) |  Filtering reverse HTTP proxy, bot and abuse protection | [dalf/filtron:latest](https://hub.docker.com/r/dalf/filtron) | See [asciimoo/filtron#4](https://github.com/asciimoo/filtron/pull/4) |
+| [SearXNG](https://github.com/searxng/searxng) | SearXNG by itself | [searxng/searxng:latest](https://hub.docker.com/r/searxng/searxng) | [Dockerfile](https://github.com/searxng/searxng/blob/master/Dockerfile) |
+| [Morty](https://github.com/dalf/morty) | Privacy aware web content sanitizer proxy as a service. | [dalf/morty:latest](https://hub.docker.com/r/dalf/morty) | [Dockerfile](https://github.com/dalf/morty/blob/master/Dockerfile) |
 
 ## How to use it
 - [Install docker](https://docs.docker.com/install/)
 - [Install docker-compose](https://docs.docker.com/compose/install/) (be sure that docker-compose version is at least 1.9.0).
 - only on MacOSX: ```brew install coreutils``` to install ```greadlink```
-- Get searx-docker
+- Get searxng-docker
 ```sh
 cd /usr/local
-git clone https://github.com/searx/searx-docker.git
-cd searx-docker
+git clone https://github.com/searxng/searxng-docker.git
+cd searxng-docker
 ```
 - Generate MORTY_KEY ```sed -i "s|ReplaceWithARealKey\!|$(openssl rand -base64 33)|g" .env```
-- Edit the other settings in [.env](https://github.com/searx/searx-docker/blob/master/.env) file according to your need
+- Edit the other settings in [.env](https://github.com/searxng/searxng-docker/blob/master/.env) file according to your need
 - Check everything is working: ```./start.sh```,
-- ```cp searx-docker.service.template searx-docker.service```
-- edit the content of ```WorkingDirectory``` in the ```searx-docker.service``` file (only if the installation path is different from /usr/local/searx-docker)
+- ```cp searxng-docker.service.template searxng-docker.service```
+- edit the content of ```WorkingDirectory``` in the ```searxng-docker.service``` file (only if the installation path is different from /usr/local/searxng-docker)
 - Install the systemd unit :
 ```sh
-systemctl enable $(pwd)/searx-docker.service
-systemctl start searx-docker.service
+systemctl enable $(pwd)/searxng-docker.service
+systemctl start searxng-docker.service
 ```
 
 ## Note on the image proxy feature
 
-The searx image proxy is activated by default using [Morty](https://github.com/asciimoo/morty).
+The SearXNG image proxy is activated by default using [Morty](https://github.com/dalf/morty).
 
-The default [Content-Security-Policy](https://developer.mozilla.org/en-US/docs/Web/HTTP/Headers/Content-Security-Policy) allow the browser to access to {SEARX_HOSTNAME} and ```https://*.tile.openstreetmap.org;```.
+The default [Content-Security-Policy](https://developer.mozilla.org/en-US/docs/Web/HTTP/Headers/Content-Security-Policy) allow the browser to access to {SEARXNG_HOSTNAME} and ```https://*.tile.openstreetmap.org;```.
 
-If some users wants to disable the image proxy, you have to modify [./Caddyfile](https://github.com/searx/searx-docker/blob/master/Caddyfile). Replace the ```img-src 'self' data: https://*.tile.openstreetmap.org;``` by ```img-src * data:;```
+If some users wants to disable the image proxy, you have to modify [./Caddyfile](https://github.com/searxng/searxng-docker/blob/master/Caddyfile). Replace the ```img-src 'self' data: https://*.tile.openstreetmap.org;``` by ```img-src * data:;```
 
 ## Custom docker-compose.yaml
 
 Do not modify docker-compose.yaml otherwise you won't be able to update easily from the git repository.
 
 It is possible to the [extend feature](https://docs.docker.com/compose/extends/) of docker-compose :
-- stop the service : ```systemctl stop searx-docker.service```
+- stop the service : ```systemctl stop searxng-docker.service```
 - create a new docker-compose-extend.yaml, check with ```start.sh```
-- update searx-docker.service (see SEARX_DOCKERCOMPOSEFILE)
-- restart the servie  : ```systemctl restart searx-docker.service```
+- update searxng-docker.service (see SEARXNG_DOCKERCOMPOSEFILE)
+- restart the servie  : ```systemctl restart searxng-docker.service```
 
 ## Multi Architecture Docker images
 
@@ -56,11 +56,11 @@ For now only the amd64 platform is supported.
 
 ## How to update ?
 
-Check the content of [```update.sh```](https://github.com/searx/searx-docker/blob/master/update.sh)
+Check the content of [```update.sh```](https://github.com/searxng/searxng-docker/blob/master/update.sh)
 
 ## Access to the Filtron API
 
-The [Filtron API](https://github.com/asciimoo/filtron#api) is available on ```http://localhost:4041```
+The [Filtron API](https://github.com/dalf/filtron#api) is available on ```http://localhost:4041```
 
 For example, to display the loaded rules:
 ```
diff --git a/docker-compose.yaml b/docker-compose.yaml
index 1b375a5..b2c683f 100644
--- a/docker-compose.yaml
+++ b/docker-compose.yaml
@@ -12,8 +12,8 @@ services:
       - caddy-data:/data:rw
       - caddy-config:/config:rw
     environment:
-      - SEARX_HOSTNAME=${SEARX_HOSTNAME:-localhost}
-      - SEARX_TLS=${LETSENCRYPT_EMAIL:-internal}
+      - SEARXNG_HOSTNAME=${SEARXNG_HOSTNAME:-localhost}
+      - SEARXNG_TLS=${LETSENCRYPT_EMAIL:-internal}
     cap_drop:
       - ALL
     cap_add:
@@ -28,27 +28,27 @@ services:
       - "127.0.0.1:4040:4040"
       - "127.0.0.1:4041:4041"
     networks:
-      - searx
-    command: -listen 0.0.0.0:4040 -api 0.0.0.0:4041 -target searx:8080
+      - searxng
+    command: -listen 0.0.0.0:4040 -api 0.0.0.0:4041 -target searxng:8080
     volumes:
       - ./rules.json:/etc/filtron/rules.json:rw
     read_only: true
     cap_drop:
       - ALL
 
-  searx:
-    container_name: searx
-    image: searx/searx:latest
+  searxng:
+    container_name: searxng
+    image: searxng/searxng:latest
     restart: always
     networks:
-      - searx
-    command: ${SEARX_COMMAND:-}
+      - searxng
+    command: ${SEARXNG_COMMAND:-}
     volumes:
       - ./searx:/etc/searx:rw
     environment:
       - BIND_ADDRESS=0.0.0.0:8080
-      - BASE_URL=https://${SEARX_HOSTNAME:-localhost}/
-      - MORTY_URL=https://${SEARX_HOSTNAME:-localhost}/morty/
+      - BASE_URL=https://${SEARXNG_HOSTNAME:-localhost}/
+      - MORTY_URL=https://${SEARXNG_HOSTNAME:-localhost}/morty/
       - MORTY_KEY=${MORTY_KEY}
     cap_drop:
       - ALL
@@ -65,7 +65,7 @@ services:
     ports:
       - "127.0.0.1:3000:3000"
     networks:
-      - searx
+      - searxng
     command: -timeout 6 -ipv6
     environment:
       - MORTY_KEY=${MORTY_KEY}
@@ -77,7 +77,7 @@ services:
       - ALL
 
 networks:
-  searx:
+  searxng:
     ipam:
       driver: default
 
diff --git a/searx-docker.service.template b/searx-docker.service.template
deleted file mode 100644
index 1107ed3..0000000
--- a/searx-docker.service.template
+++ /dev/null
@@ -1,16 +0,0 @@
-[Unit]
-Description=searx service
-Requires=docker.service
-After=docker.service
-
-[Service]
-Restart=always
-
-Environment=SEARX_DIR=/usr/local/searx-docker
-Environment=SEARX_DOCKERCOMPOSEFILE=docker-compose.yaml
-
-ExecStart=/bin/sh -c "${SEARX_DIR}/start.sh"
-ExecStop=/bin/sh -c "${SEARX_DIR}/stop.sh"
-
-[Install]
-WantedBy=multi-user.target
diff --git a/searxng-docker.service.template b/searxng-docker.service.template
new file mode 100644
index 0000000..6744b01
--- /dev/null
+++ b/searxng-docker.service.template
@@ -0,0 +1,16 @@
+[Unit]
+Description=SearXNG service
+Requires=docker.service
+After=docker.service
+
+[Service]
+Restart=always
+
+Environment=SEARXNG_DIR=/usr/local/searxng-docker
+Environment=SEARXNG_DOCKERCOMPOSEFILE=docker-compose.yaml
+
+ExecStart=/bin/sh -c "${SEARXNG_DIR}/start.sh"
+ExecStop=/bin/sh -c "${SEARXNG_DIR}/stop.sh"
+
+[Install]
+WantedBy=multi-user.target
diff --git a/update.sh b/update.sh
index 9b8f75c..b85eba6 100755
--- a/update.sh
+++ b/update.sh
@@ -4,7 +4,7 @@
 #
 
 # change if require
-SERVICE_NAME="searx-docker.service"
+SERVICE_NAME="searxng-docker.service"
 
 # change if require :
 # fastforward : only fast-forward
@@ -46,7 +46,7 @@ if [ "$current_commit" = "$origin_master_commit" ]; then
 fi
 
 # docker stuff
-SEARX_DOCKERCOMPOSE=$(grep "Environment=SEARX_DOCKERCOMPOSEFILE=" "$SERVICE_NAME" | awk -F\= '{ print $3 }')
+SEARXNG_DOCKERCOMPOSE=$(grep "Environment=SEARXNG_DOCKERCOMPOSEFILE=" "$SERVICE_NAME" | awk -F\= '{ print $3 }')
 . ./util.sh
 
 if [ ! -x "$(which systemctl)" ]; then
@@ -78,16 +78,16 @@ else
     # remove dangling images
     docker rmi $(docker images -f "dangling=true" -q)
 
-    # display searx version
-    SEARX_IMAGE=$(cat $DOCKERCOMPOSEFILE | grep "searx/searx" | grep -v "searx-checker" | awk '{ print $2 }')
-    SEARX_VERSION=$(docker inspect -f '{{index .Config.Labels "org.label-schema.version"}}' $SEARX_IMAGE)
-    echo "Searx version: $SEARX_VERSION"
-    docker images --digests "searx/*:latest"
+    # display SearxNG version
+    SEARXNG_IMAGE=$(cat $DOCKERCOMPOSEFILE | grep "searxng/searxng" | awk '{ print $2 }')
+    SEARXNG_VERSION=$(docker inspect -f '{{index .Config.Labels "org.label-schema.version"}}' $SEARXNG_IMAGE)
+    echo "SearXNG version: $SEARXNG_VERSION"
+    docker images --digests "searxng/*:latest"
 
-    # update searx configuration
+    # update SearxNG configuration
     source ./.env
-    docker-compose -f $DOCKERCOMPOSEFILE run searx ${SEARX_COMMAND} -d
+    docker-compose -f $DOCKERCOMPOSEFILE run searxng ${SEARXNG_COMMAND} -d
 
     # let the user see
-    echo "Use\nsystemctl start \"${SERVICE_NAME}\"\nto restart searx"
+    echo "Use\nsystemctl start \"${SERVICE_NAME}\"\nto restart SearXNG"
 fi