diff --git a/source/_components/snips.markdown b/source/_components/snips.markdown
index 622bfa904e0..642faabf93d 100644
--- a/source/_components/snips.markdown
+++ b/source/_components/snips.markdown
@@ -12,40 +12,40 @@ ha_category: Voice
ha_release: 0.48
---
-The [Snips Voice Platform](https://www.snips.ai) allows users to add powerful voice assistants to their Raspberry Pi devices without compromising on Privacy. It runs 100% on-device, and does not require an Internet connection. It features Hotword Detection, Automatic Speech Recognition (ASR), Natural Language Understanding (NLU) and Dialog Management.
+The [Snips Voice Platform](https://www.snips.ai) allows users to add powerful voice assistants to their Raspberry Pi devices without compromising on privacy. It runs 100% on-device, and does not require an internet connection. It features Hotword Detection, Automatic Speech Recognition (ASR), Natural Language Understanding (NLU) and Dialog Management.
The latest documentation can be found here: [Snips Platform Documentation](https://github.com/snipsco/snips-platform-documentation/wiki).

-Snips takes voice or text as input, and produces *intents* as output, which are explicit representations of an intention behind an utterance, and which can subsequently be used by Home Assistant to perform appropriate actions.
+Snips takes voice or text as input and produces *intents* as output, which are explicit representations of an intention behind an utterance and which can subsequently be used by Home Assistant to perform appropriate actions.

## {% linkable_title The Snips Voice Platform %}
-### Installation
+### {% linkable_title Installation %}
-The Snips Voice Platform is installed as a docker image on Raspberry Pi with the following command:
+The Snips Voice Platform is installed as a Docker image on Raspberry Pi with the following command:
-```sh
+```bash
(pi) $ curl https://install.snips.ai -sSf | sh
```
Snips can also be installed on a Debian/Ubuntu machine as well:
-```sh
-sudo apt-get update
-sudo apt-get install -y dirmngr
-sudo bash -c 'echo "deb https://debian.snips.ai/$(lsb_release -cs) stable main" > /etc/apt/sources.list.d/snips.list'
-sudo apt-key adv --keyserver pgp.mit.edu --recv-keys F727C778CCB0A455
+```bash
+$ sudo apt-get update
+$ sudo apt-get install -y dirmngr
+$ sudo bash -c 'echo "deb https://debian.snips.ai/$(lsb_release -cs) stable main" > /etc/apt/sources.list.d/snips.list'
+$ sudo apt-key adv --keyserver pgp.mit.edu --recv-keys F727C778CCB0A455
-sudo apt-get update
-sudo apt-get install -y snips-platform-voice
+$ sudo apt-get update
+$ sudo apt-get install -y snips-platform-voice
```
-### Creating an assistant
+### {% linkable_title Creating an assistant %}
@@ -53,29 +53,32 @@ sudo apt-get install -y snips-platform-voice
Snips assistants are created via the [Snips Console](https://console.snips.ai). Once trained, the assistant should be downloaded and copied to the Raspberry Pi:
-```sh
+```bash
$ scp assistantproj_XXX.zip pi@pi_hostname:/home/pi/assistant.zip
```
and installed locally via the `snips-install-assistant` helper script:
-```sh
+```bash
(pi) $ sudo snips-install-assistant assistant.zip
```
-### Running Snips
+### {% linkable_title Running Snips %}
Make sure that a microphone is plugged to the Raspberry Pi. If you are having trouble setting up audio, we have written a guide on [Raspberry Pi Audio Configuration](https://github.com/snipsco/snips-platform-documentation/wiki/1.-Setup-the-Snips-Voice-Platform-on-your-Raspberry-Pi#configuring-the-audio).
Start the Snips Voice Platform using the `snips` command:
Raspberry Pi:
-```sh
+
+```bash
(pi) $ snips
```
+
Debian/Ubuntu:
-```sh
-sudo systemctl start "snips-*"
+
+```bash
+$ sudo systemctl start "snips-*"
```
Snips is now ready to take voice commands from the microphone. To trigger the listening, simply say
@@ -88,26 +91,30 @@ followed by a command, e.g.
We should see the transcribed phrase in the logs, as well as a properly parsed intent. The intent is published on MQTT, on the `hermes/intent/` topic. The Snips Home Assistant component subscribes to this topic, and handles the intent according to the rules defined in `configuration.yaml`, as explained below.
-#### Optional: specifying an external MQTT broker
+#### {% linkable_title Optional: specifying an external MQTT broker %}
By default, Snips runs its own MQTT broker. But we can also tell Snips to use an external broker by specifying this when launching Snips. In this case, instead of running the `snips` command above (which assumes we are using the internal MQTT broker), we use the full launch command with explicitly specified parameters (replace `MQTT_BROKER_IP` and `MQTT_BROKER_PORT` with appropriate values):
Raspberry Pi:
```sh
-$ docker run -t --rm --name snips --log-driver none -v /home/pi/.asoundrc:/root/.asoundrc -v /opt/snips/config:/opt/snips/config --privileged -v /dev/snd:/dev/snd snipsdocker/platform --mqtt MQTT_BROKER_IP:MQTT_BROKER_PORT
+$ docker run -t --rm --name snips --log-driver none \
+ -v /home/pi/.asoundrc:/root/.asoundrc \
+ -v /opt/snips/config:/opt/snips/config \
+ --privileged -v /dev/snd:/dev/snd snipsdocker/platform \
+ --mqtt MQTT_BROKER_IP:MQTT_BROKER_PORT
```
Debian/Ubuntu:
-Edit the /etc/snips.toml file. See snips documentation for more information on configuring this
+Edit the `/etc/snips.toml` file. See snips documentation for more information on configuring this
For more details on launch options, check the documentation on [Snips Platform Commands](https://github.com/snipsco/snips-platform-documentation/wiki/6.--Learn-more:-Platform-Commands#using-a-custom-mqtt-bus).
-## Home Assistant configuration
+## {% linkable_title Home Assistant configuration %}
-### Specifying the MQTT broker
+### {% linkable_title Specifying the MQTT broker %}
-Messages between Snips and Home Assistant are passed via MQTT. We must tell Home Assistant which MQTT broker to use by adding the following entry to `configuration.yaml`:
+Messages between Snips and Home Assistant are passed via MQTT. We must tell Home Assistant which [MQTT broker](/docs/mqtt/) to use by adding the following entry to the `configuration.yaml` file:
```yaml
mqtt:
@@ -123,9 +130,9 @@ mqtt:
port: 9898
```
-Alternatively, MQTT can be configured to bridge messages between servers if using a custom mqtt broker such as mosquitto.
+Alternatively, MQTT can be configured to bridge messages between servers if using a custom MQTT broker such as `mosquitto`.
-### Triggering actions
+### {% linkable_title Triggering actions %}
In Home Assistant, we trigger actions based on intents produced by Snips using the [`intent_script`](/components/intent_script) component. For instance, the following block handles `ActivateLightColors` intents (included in the Snips IoT intent bundle) to change light colors: