Modular intent handling server based on the Hermes MQTT protocol.
The HSS Skill Server is built as platform for skills, and manages the MQTT connection to the voice assistant. Skills are running as separate processes in custody of the server, each with its own environment and configuration. Connection between skill server and skills is implemented using a simple RPC protocol, and therefore allows to run skills written in different programming languages. Currently, there are bindings for Python and Node.JS available (see below).
The server will listen for intents on the hermes intent-topic (hermes/intent/#). When intents are processed, the responses will be published to the according hermes topics (such as hermes/dialogueManager/endSession). The skill implementation can make use of several hermes topics (e.g. to answer follow up questions, or start new sessions).
When started, the server loads all available skills from the skills directory and start them as separate process. For every incoming intent which is published via MQTT, the skill-server tries to find a matching skill, and, if found, hands the intent over to the skill so it can be handled.
Skills can be managed easily using the hss-cli commandline tool (see below).
The HSS Skill Server is compatible with the Rhasspy voice assistant.
In order to ease the installation process further, a dedicated skill registry / marketplace was developed: The HSS Skill Registry. It is running as heroku app at https://hss-registry.herokuapp.com/. For details see the Registry chapter below.
(hss) hss@ceres:/srv/hss $ hss-server
INFO:hss: Hermes Skill Server v0.5.0
INFO:hss: Using config directory: '/home/hss/.config/hss_server'
INFO:hss: Using skills directory: '/home/hss/.config/hss_server/skills'
INFO:hss_server.skillserver: Sending TTS response to 'http://calypso.universe:12101/api/text-to-speech'
INFO:hss_server.skillserver: Starting RPC server ...
INFO:hss_server.skillserver: Loading skills ...
INFO:hss_server.collection: Loaded hss-python skill 'hss-skill-s710-weather' v1.0.0
INFO:hss_server.collection: Loaded hss-python skill 'hss-s710-lightsha' v1.0.0
INFO:hss_server.collection: Loaded hss-node skill 'hss-s710-nodedemo' v0.2.3
INFO:hss_server.collection: Loaded 3 skills
INFO:hss_server.skillserver: Connecting to MQTT server ...
INFO:hss_server.mqtt: Connecting to MQTT server ...
INFO:hss_server.mqtt: Connecting to mqtt://ceres.universe:1883 ...
INFO:hss_server.mqtt: Subscribing to hermes/intent/# ...
The server is preferably installed within a virtualenv, and requires python >=3.7.
/home/s710 $> mkdir hss
/home/s710 $> cd hss
/home/s710/hss $> mkdir hss
/home/s710/hss $> python3.7 -m venv /home/s710/hss/venv
/home/s710/hss $> source venv/bin/activate
(venv) /home/s710/hss $> pip install hss_server
It is also advised to have it run under a dedicated user. To do so, follow those steps, for a user named "hss" to be created and used:
pi@ceres:~ $ cd /srv
pi@ceres:/srv $ sudo useradd -rm hss
pi@ceres:/srv $ sudo mkdir hss
pi@ceres:/srv $ sudo chown hss:hss hss
pi@ceres:/srv $ sudo -u hss -H -s
hss@ceres:/srv $ cd hss
hss@ceres:/srv/hss $ python3 -m venv .
hss@ceres:/srv/hss $ source bin/activate
(venv) hss@ceres:/srv/hss $ python3 -m pip install pip --upgrade # optional: update pip
(venv) hss@ceres:/srv/hss $ pip install hss-server
After the initial start, hss-server creates its configuration file ([USER_CONFIG_DIR]/hss_server/config.ini). The config file will contain several configuration options, especially the location where skills are installed, which by default is [USER_CONFIG_DIR]/hss_server/skills.
On Linux, the USER_CONFIG_DIR will be ~/.config, on MacOS it will be ~/Library/Application Support.
Just simply use pip again to update:
pi@ceres:~ $ cd /srv/hss
pi@ceres:/srv/hss $ sudo -u hss -H -s
hss@ceres:/srv/hss $ source bin/activate
(venv) hss@ceres:/srv/hss $ pip install hss_server --upgrade
The main configuration is stored within [USER_CONFIG_DIR]/hss_server/config.ini, and might look like the following:
[server]
skill_directory = /home/hss/.config/hss_server/skills
rpc_start_port = 51000
tts_url = http://calypso.universe:12101/api/text-to-speech
node = /usr/local/bin/node
npm = /usr/local/bin/npm
[mqtt]
server = ceres.universe
port = 1883
[registry]
host = https://hss-registry.herokuapp.com/
svcroot = /services/v1/
[topics]
intents = hermes/intent/#
start_session = hermes/dialogueManager/startSession
continue_session = hermes/dialogueManager/continueSession
end_session = hermes/dialogueManager/endSession
After initial installation, hss-server will assume default values for the MQTT server. Topics should never be changed unless there is a good reason, since those are given by the hermes MQTT protocol.
Directory where skills are installed.
Starting port for RPC communication.
Default: 51000.
If the tts_url parameter is configured, replies from skills will be sent via HTTP instead of MQTT (this is for rhasspy 2.4 backwards compatibility).
Default: None,
Path to the Node.JS binary node. Needed for running skills with platform hss-node.
Default: None,
Path to the Node.JS binary npm. Needed for installing skills with platform hss-node.
Default: None,
Hostname of the MQTT server.
Default: localhost.
Hostname of the MQTT server.
Default: 1883.
Hostname of the HSS Skill Registry.
Default: https://hss-registry.herokuapp.com/.
Services root path of the HSS Skill Registry.
Default: /services/v1/.
MQTT topic on which hss-server listens for intents.
Default: hermes/intent/#.
MQTT topic where hss-server publishes start-session messages.
Default: hermes/dialogueManager/startSession.
MQTT topic where hss-server publishes continue-session messages.
Default: hermes/dialogueManager/continueSession.
MQTT topic where hss-server publishes end-session messages.
Default: hermes/dialogueManager/endSession.
In Addition, several command line switches are available:
Usage:
$ ./hss-server [-dhv][-cl arg]
Options:
-c [dir] Directory path where the server's config.ini is located (default: user config dir)
-l [file] Log file to write log entries to (default: console)
-d Enable debug log output
--help Show this help and exit
-v, --version Show version and exit
The hss-cli tool is used to:
- list all installed skills
- install a skill
- uninstall a skill
- update one or all installed skills
Usage:
$ hss-cli [options]
Skills:
-l List all installed skills.
-i ([name]) (--url [url]) Install a new skill using [name]. [name] must be a valid HSS registry skill name.
Optionally, [url] can be used to directly install a skill from a git repository.
-u ([name]) Update an already installed skill named [name].
If [name] is ommited, ALL skills will be updated.
-r [name] Uninstall an already installed skill named [name]
Registry:
--search Query HSS registry for a list of available skills
(--type [type]) Restrict registry query to the given type
(--platform [platform]) Restrict registry query to the given platform
(--lang [language]) Restrict registry query to the given language
--publish -s [dir] -t [token] Publishes a skill to the HSS registry. Required parameters are the
skill's directory [dir] (containing skill.json) and the token [token] which was obtained
when registering at the HSS registry.
--unpublish -s [name] -t [token] Removes an already published skill from the HSS registry. Required parameters are the
skill's name [name] and the token [token] which was obtained
when registering at the HSS registry.
--register Registers a new account at the HSS registry.
--unregister Deletes an existing account from the HSS registry. Will also delete all associated skills.
Help:
-h, --help Show this help and exit
-v, --version Show version and exit
For the registry related commands, see chapter Registry below.
When installing skills, the HSS Skill Registry (see chapter "Registry") is queried for details about the skill. Especially the git repo URL is determined. It is also possible to skip querying the registry and instead install directly from a git repo URL.
Installing a skill involves the following steps:
- determine repository URL by querying HSS Skill Registry
- cloning the remote repository
- creating a virtualenv
- installing dependencies given by the skill developer (
requirements.txt) - asking the user for configuration parameters, if the skill provides the
config.ini.defaultfile - (optional) register sentences at
rhasspy(if a skill provides its ownsentences.ini) - (optional) register slots at
rhasspy(if a skill provides its ownslots.json) - (optional) trigger
rhasspyfor training (if the skill provdes its own sentences/slots)
The server is automatically triggered for reload after installation, so the new skill will be instantly available.
Installing is done using the -i switch for hss-cli followed by the name of the skill as shown in the HSS Skill Registry. Optionally, instead of the skill name a direct git repo URL can be given with the --url [URL] switch.
(venv) hss@ceres:/srv/hss $ hss-cli -i hss-s710-weather
Installing 'hss-s710-weather' into '/home/hss/.config/hss_server/skills/hss-s710-weather'
Cloning repository ...
Creating venv ...
Installing dependencies ...
Collecting hss_skill>=0.4.2 (from -r requirements.txt (line 1))
Using cached https://files.pythonhosted.org/packages/
...
Initializing config.ini ...
Section 'skill'
Enter value for parameter 'api_key': xxx
Enter value for parameter 'homecity': Frankfurt am Main
Updating sentences ...
The following intents already exist: [s710:getTemperature], [s710:getForecast], [s710:hasSun], [s710:hasRain], [s710:hasSnow]
Overwrite? (YES|no)
Sentences successfully updated
Updating slots ...
The following slots already exist: relative_time
Overwrite? (YES|no)
Slots successfully updated
Triggering traing ...
Training successful
Triggering hss-server with pid 35499 for reload
Skill 'hss-s710-weather' version 1.0.0 successfully installed.
(venv) hss@ceres:/srv/hss $
Updating one or more skills is as easy as pulling changes from the remote GIT repository of the skill.
In addition, hss-cli will compare the existing config.ini (if it exists) with a new config.ini.default, to detect newly added configuration parameters, and then prompt the user for the parameters.
Updating is done using the -u switch for hss-cli followed by a skill name. If no skill name is given, all skills will be updated.
(venv) hss@ceres:/srv/hss $ hss-cli -u hss-s710-rmv
Updating skill 'hss-s710-rmv' ...
No update for skill 'hss-s710-rmv' available.
(venv) hss@ceres:/srv/hss $
Uninstalling simply leads to the deletion of the skill's subfolder within the skill-directory. In addition, if the skill provides its own sentences, they will be removed from rhasspy, and training is triggered.
Note: Currently there is no way in the rhasspy API to remove slots, therefore slots cannot be removed upon skill uninstall.
Uninstalling is done using the -r switch for hss-cli followed by a skill name.
(venv) hss@ceres:/srv/hss $ hss-cli -r hss-s710-weather
Uninstalling skill 'hss-s710-weather'
This will erase the directory '/home/hss/.config/hss_server/skills/hss-s710-weather'
WARNING: The operation cannot be undone. Continue? (yes|NO)
yes
Uninstalling ...
Removing sentences ...
The following intents will be deleted: [s710:getTemperature], [s710:getForecast], [s710:hasSun], [s710:hasRain], [s710:hasSnow]
Continue? (YES|no)
Sentences successfully updated
Trigger training? (YES|no)
Triggering training ...
Training successful
Triggering hss-server with pid 35499 for reload
Skill 'hss-s710-weather' successfully uninstalled.
(venv) hss@ceres:/srv/hss $
In order to develop your own skill in Python, check out the hss_skill package at HSS - Skill.
In order to develop your own skill with Node.JS, check out the node-hss-skill package at HSS - Skill.
In order to automatically start HSS at boot, and shut it down when the server is powering off, a systemd service could be created. It will also restart HSS in case of a failure.
Create a service file, assuming you've installed HSS under the user hss and the location of the installation is /srv/hss as described above:
pi@ceres:~ $ sudo vi /etc/systemd/system/hss.service
Put the following contents:
[Unit]
Description=Hermes Skill Server
After=network-online.target
[Service]
Type=simple
User=hss
ExecStart=/srv/hss/bin/python3 /srv/hss/bin/hss-server
Restart=always
RestartSec=60
[Install]
WantedBy=multi-user.target
Reload the daemon:
pi@ceres:~ $ sudo systemctl daemon-reload
Start the service:
pi@ceres:~ $ sudo systemctl start hss.service
The log will appear in /var/log/syslog:
pi@ceres:~ $ tail -f /var/log/syslog
May 7 08:54:22 ceres systemd[1]: Started Hermes Skill Server.
May 7 08:54:23 ceres python3[19600]: INFO:hss: Hermes Skill Server v0.4.0
May 7 08:54:23 ceres python3[19600]: INFO:hss: Using config directory: '/home/hss/.config/hss_server'
May 7 08:54:23 ceres python3[19600]: INFO:hss: Using skills directory: '/home/hss/.config/hss_server/skills'
If you need additional command line parameters, you can put them in the service file at the end of the following line:
ExecStart=/srv/hss/bin/python3 /srv/hss/bin/hss-server
Like so:
ExecStart=/srv/hss/bin/python3 /srv/hss/bin/hss-server -u http://calypso.universe:12101/api/text-to-speech
Remember, when changing the service file, the daemon must be reloaded for the changes to take effect:
Reload the daemon:
pi@ceres:~ $ sudo systemctl daemon-reload
To enable automatic startup, enable the service:
Reload the daemon:
pi@ceres:~ $ sudo systemctl enable hss.service
In order to ease the installation process further, a dedicated skill registry / marketplace was developed: The HSS Skill Registry. It is running as heroku app at https://hss-registry.herokuapp.com/.
The website is currently pretty basic, and only servers as a quick overview. The hss-cli tool is used to interact with the registry. The following actions are available:
- register a new account at the registry
- unregister an existing account
- publish a skill to the registry (needs existing account)
- unpublish a skill (needs existing account)
In addition, the registry can be browsed using the hss-cli tool or the website.
Currently, there is no interaction with the user's e-mail at all, since the registry is in the state of a proof-of-concept. Similarly, the website is pretty simple, and no user profile administration whatsoever is available.
The registry does not actually host skills. Instead the idea is that it only maintains a list of meta information about each skill, especially its name, platform and git repository. As a consequence, hss-cli can just query the registry to obtain the git repo URL, so the user does not need to know where a skill is hosted.
The command hss-cli --search can be used to search the registry. If no further parameters are given, all skills in the registry are shown. The parameters --type [type], --platform [platform] and --lang [language] can be used to filter the results.
(venv) hss@ceres:/srv/hss $ hss-cli --search --lang de_DE
----------------------------------------------------------------------------------------------------------------------------------------
Name Type Platform Author Description
----------------------------------------------------------------------------------------------------------------------------------------
hss-s710-weather weather hss-python Patrick Jane Queries weather from DarkSky.net
(venv) hss@ceres:/srv/hss $ hss-cli --search --lang en_GB
No skills found in registry
Use the command hss-cli --register to register a new account:
(venv) hss@ceres:/srv/hss $ hss-cli --register
Registering new user at HSS registry.
Username: myUser
E-Mail: [email protected]
Password:
Password (confirm):
Creating account: myUser / [email protected], continue? (YES|no)
Registration successful. Your token is: XXXXXXXX
Please SAFELY store this token, as there is no way to recover it.
The token will be needed to publish/unpublish skills to the registry.
(venv) hss@ceres:/srv/hss $
Use the command hss-cli --unregister to delete your account. This will also delete all published skills.
Use the command hss-cli --publish to publish an existing skill. As parameters the folder where the skill files are located (local filesystem) and the token which was received upon registration are required.
The skill's folder must contain the skill.json file, otherwise publishing will fail. See HSS - Skill (node) or HSS - Skill (python) for details on skill development.
(venv) hss@ceres:/srv/hss $ hss-cli --publish -s /home/user/development/hss-skills/hss-s710-weather -t XXXXXXXX
Successfully published skill.
(venv) hss@ceres:/srv/hss $
Use the command hss-cli --unpublish to remove a skill from the registry. As parameters the skill name as well as the token obtained during registration are required.
(venv) hss@ceres:/srv/hss $ hss-cli --unpublish -s hss-s710-weather -t XXXXXXXX
Successfully unpublish skill.
(venv) hss@ceres:/srv/hss $