LibreTranslate/README.md

LibreTranslate

Try it online! | API Docs | Community Forum

Free and Open Source Machine Translation API, entirely self-hosted. Unlike other APIs, it doesn't rely on proprietary providers such as Google or Azure to perform translations. Instead, its translation engine is powered by the open source Argos Translate library.

Try it online! | API Docs

API Examples

Simple

Request:

const res = await fetch("https://libretranslate.com/translate", {
	method: "POST",
	body: JSON.stringify({
		q: "Hello!",
		source: "en",
		target: "es"
	}),
	headers: { "Content-Type": "application/json" }
});

console.log(await res.json());

Response:

{
    "translatedText": "¡Hola!"
}

Auto Detect Language

Request:

const res = await fetch("https://libretranslate.com/translate", {
	method: "POST",
	body: JSON.stringify({
		q: "Ciao!",
		source: "auto",
		target: "en"
	}),
	headers: { "Content-Type": "application/json" }
});

console.log(await res.json());

Response:

{
    "detectedLanguage": {
        "confidence": 83,
        "language": "it"
    },
    "translatedText": "Bye!"
}

HTML (beta)

Request:

const res = await fetch("https://libretranslate.com/translate", {
	method: "POST",
	body: JSON.stringify({
		q: '<p class="green">Hello!</p>',
		source: "en",
		target: "es",
		format: "html"
	}),
	headers: { "Content-Type": "application/json" }
});

console.log(await res.json());

Response:

{
    "translatedText": "<p class=\"green\">¡Hola!</p>"
}

Install and Run

You can run your own API server with just a few lines of setup!

Make sure you have Python installed (3.8 or higher is recommended), then simply run:

pip install libretranslate
libretranslate [args]

Then open a web browser to http://localhost:5000

If you're on Windows, we recommend you Run with Docker instead.

On Ubuntu 20.04 you can also use the install script available at https://github.com/argosopentech/LibreTranslate-init

If you would rather run it natively, you can follow the guide here.

Build and Run

If you want to make changes to the code, you can build from source, and run the API:

git clone https://github.com/LibreTranslate/LibreTranslate
cd LibreTranslate
pip install -e .
libretranslate [args]

# Or
python main.py [args]

Then open a web browser to http://localhost:5000

Run with Docker

Simply run:

docker run -ti --rm -p 5000:5000 libretranslate/libretranslate

Then open a web browser to http://localhost:5000

Build with Docker

docker build [--build-arg with_models=true] -t libretranslate .

If you want to run the Docker image in a complete offline environment, you need to add the --build-arg with_models=true parameter. Then the language models are downloaded during the build process of the image. Otherwise these models get downloaded on the first run of the image/container.

Run the built image:

docker run -it -p 5000:5000 libretranslate [args]

Or build and run using docker-compose:

docker-compose up -d --build

Feel free to change the docker-compose.yml file to adapt it to your deployment needs, or use an extra docker-compose.prod.yml file for your deployment configuration.

The models are stored inside the container under /root/.local/share and /root/.local/cache. Feel free to use volumes if you do not want to redownload the models when the container is destroyed. Be aware that this will prevent the models from being updated!

CUDA

You can use hardware acceleration to speed up translations on a GPU machine with CUDA 11.2 and nvidia-docker installed.

Run this version with:

docker-compose -f docker-compose.cuda.yml up -d --build

Arguments

Argument	Description	Default	Env. name
--host	Set host to bind the server to	127.0.0.1	LT_HOST
--port	Set port to bind the server to	5000	LT_PORT
--char-limit	Set character limit	No limit	LT_CHAR_LIMIT
--req-limit	Set maximum number of requests per minute per client	No limit	LT_REQ_LIMIT
--batch-limit	Set maximum number of texts to translate in a batch request	No limit	LT_BATCH_LIMIT
--ga-id	Enable Google Analytics on the API client page by providing an ID	No tracking	LT_GA_ID
--debug	Enable debug environment	False	LT_DEBUG
--ssl	Whether to enable SSL	False	LT_SSL
--frontend-language-source	Set frontend default language - source	en	LT_FRONTEND_LANGUAGE_SOURCE
--frontend-language-target	Set frontend default language - target	es	LT_FRONTEND_LANGUAGE_TARGET
--frontend-timeout	Set frontend translation timeout	500	LT_FRONTEND_TIMEOUT
--api-keys	Enable API keys database for per-user rate limits lookup	Don't use API keys	LT_API_KEYS
--api-keys-db-path	Use a specific path inside the container for the local database. Can be absolute or relative	api_keys.db	LT_API_KEYS_DB_PATH
--api-keys-remote	Use this remote endpoint to query for valid API keys instead of using the local database	Use local API key database	LT_API_KEYS_REMOTE
--get-api-key-link	Show a link in the UI where to direct users to get an API key	Don't show a link	LT_GET_API_KEY_LINK
--require-api-key-origin	Require use of an API key for programmatic access to the API, unless the request origin matches this domain	No restrictions on domain origin	LT_REQUIRE_API_KEY_ORIGIN
--load-only	Set available languages	all from argostranslate	LT_LOAD_ONLY
--threads	Set number of threads	4	LT_THREADS
--suggestions	Allow user suggestions	false	LT_SUGGESTIONS
--disable-files-translation	Disable files translation	false	LT_DISABLE_FILES_TRANSLATION
--disable-web-ui	Disable web ui	false	LT_DISABLE_WEB_UI

Note that each argument has an equivalent environment variable that can be used instead. The env. variables overwrite the default values but have lower priority than the command aguments and are particularly useful if used with Docker. The environment variable names are the upper-snake-case of the equivalent command argument's name with a LT prefix.

Run with WSGI and Gunicorn

pip install gunicorn
gunicorn --bind 0.0.0.0:5000 'wsgi:app'

You can pass application arguments directly to Gunicorn via:

gunicorn --bind 0.0.0.0:5000 'wsgi:app(api_keys=True)'

Run with Kubernetes

See "LibreTranslate: your own translation service on Kubernetes" by JM Robles

Manage API Keys

LibreTranslate supports per-user limit quotas, e.g. you can issue API keys to users so that they can enjoy higher requests limits per minute (if you also set --req-limit). By default all users are rate-limited based on --req-limit, but passing an optional api_key parameter to the REST endpoints allows a user to enjoy higher request limits.

To use API keys simply start LibreTranslate with the --api-keys option. If you modified the API keys database path with the option --api-keys-db-path, you must specify the path with the same argument flag when using the ltmanage keys command.

Add New Keys

To issue a new API key with 120 requests per minute limits:

ltmanage keys add 120

If you changed the API keys database path:

ltmanage keys --api-keys-db-path path/to/db/dbName.db add 120

Remove Keys

ltmanage keys remove <api-key>

View Keys

ltmanage keys

Language Bindings

You can use the LibreTranslate API using the following bindings:

• Rust: https://github.com/DefunctLizard/libretranslate-rs
• Node.js: https://github.com/franciscop/translate
• .Net: https://github.com/sigaloid/LibreTranslate.Net
• Go: https://github.com/SnakeSel/libretranslate
• Python: https://github.com/argosopentech/LibreTranslate-py
• PHP: https://github.com/jefs42/libretranslate
• C++: https://github.com/argosopentech/LibreTranslate-cpp
• Unix: https://github.com/argosopentech/LibreTranslate-sh

Discourse Plugin

You can use this discourse translator plugin to translate Discourse topics. To install it simply modify /var/discourse/containers/app.yml:

## Plugins go here
## see https://meta.discourse.org/t/19157 for details
hooks:
  after_code:
    - exec:
        cd: $home/plugins
        cmd:
          - git clone https://github.com/discourse/docker_manager.git
          - git clone https://github.com/LibreTranslate/discourse-translator
	  ...

Then issue ./launcher rebuild app. From the Discourse's admin panel then select "LibreTranslate" as a translation provider and set the relevant endpoint configurations.

Mobile Apps

• LibreTranslater is an Android app available on the Play Store and in the F-Droid store that uses the LibreTranslate API.

Web browser

• minbrowser is a web browser with integrated LibreTranslate support.
• A LibreTranslate Firefox addon is currently a work in progress.

Mirrors

This is a list of public LibreTranslate instances, some require an API key. If you want to add a new URL, please open a pull request.

URL	API Key Required	Payment Link	Cost
libretranslate.com	✔️	Buy	$19 / month, 80 requests / minute limit
libretranslate.de	-	-
translate.argosopentech.com	-	-
translate.api.skitzen.com	-	-
translate.fortytwo-it.com	-	-
translate.terraprint.co	-	-
lt.vern.cc	-	-

Adding New Languages

To add new languages you first need to train an Argos Translate model. See this video for details.

First you need to collect data, for example from Opus, then you need to add the data to data-index.json in the Argos Train repo.

Roadmap

Help us by opening a pull request!

• A docker image (thanks @vemonet !)
• Auto-detect input language (thanks @vemonet !)
• User authentication / tokens
• Language bindings for every computer language
• Improved translations

FAQ

Can I use your API server at libretranslate.com for my application in production?

In short, no. You need to buy an API key. You can always run LibreTranslate for free on your own server of course.

Can I use LibreTranslate behind a reverse proxy, like Apache2?

Yes, here is an example Apache2 config that redirects a subdomain (with HTTPS certificate) to LibreTranslate running on a docker at localhost.

sudo docker run -ti --rm -p 127.0.0.1:5000:5000 libretranslate/libretranslate

You can remove 127.0.0.1 on the above command if you want to be able to access it from domain.tld:5000, in addition to subdomain.domain.tld (this can be helpful to determine if there is an issue with Apache2 or the docker container).

Add --restart unless-stopped if you want this docker to start on boot, unless manually stopped.

Apache config

Replace [YOUR_DOMAIN] with your full domain; for example, translate.domain.tld or libretranslate.domain.tld.

Remove # on the ErrorLog and CustomLog lines to log requests.

#Libretranslate

#Redirect http to https
<VirtualHost *:80>
    ServerName http://[YOUR_DOMAIN]
    Redirect / https://[YOUR_DOMAIN]
    # ErrorLog ${APACHE_LOG_DIR}/error.log
    # CustomLog ${APACHE_LOG_DIR}/tr-access.log combined
 </VirtualHost>

#https
<VirtualHost *:443>
    ServerName https://[YOUR_DOMAIN]
    
    ProxyPass / http://127.0.0.1:5000/
    ProxyPassReverse / http://127.0.0.1:5000/
    ProxyPreserveHost On
   
    SSLEngine on
    SSLCertificateFile /etc/letsencrypt/live/[YOUR_DOMAIN]/fullchain.pem
    SSLCertificateKeyFile /etc/letsencrypt/live/[YOUR_DOMAIN]/privkey.pem
    SSLCertificateChainFile /etc/letsencrypt/live/[YOUR_DOMAIN]/fullchain.pem
    
    # ErrorLog ${APACHE_LOG_DIR}/tr-error.log
    # CustomLog ${APACHE_LOG_DIR}/tr-access.log combined
</VirtualHost>

Add this to an existing site config, or a new file in /etc/apache2/sites-available/new-site.conf and run sudo a2ensite new-site.conf.

To get a HTTPS subdomain certificate, install certbot (snap), run sudo certbot certonly --manual --preferred-challenges dns and enter your information (with subdomain.domain.tld as the domain). Add a DNS TXT record with your domain registrar when asked. This will save your certificate and key to /etc/letsencrypt/live/{subdomain.domain.tld}/. Alternatively, comment the SSL lines out if you don't want to use HTTPS.

Credits

This work is largely possible thanks to Argos Translate, which powers the translation engine.

License

GNU Affero General Public License v3

Trademark

See Trademark Guidelines