argilla-server 1.27.0

Open-source tool for exploring, labeling, and monitoring data for NLP projects.

Argilla-Server

The repository for the Python native FastAPI server for Argilla backend.

Argilla is a collaboration platform for AI engineers and domain experts that require high-quality outputs, full data ownership, and overall efficiency.

This repository only contains developer info about the backend server. If you want to get started, we recommend taking a look at our main repository or our documentation.

Are you a contributor or do you want to understand what is going on under the hood, please keep reading the documentation below.

Clone repository

argilla-server is using argilla repository as submodule to build frontend statics so when cloning use the following command:

git clone --recurse-submodules [e-mail]:argilla-io/argilla-server.git

If you already cloned the repository without using --recurse-submodules you can init and update the submodules with:

git submodule update --remote --recursive --init

[!IMPORTANT] By default argilla submodule is using develop branch so the previous command will get the latest commit from that branch.

Specify a tag for argilla submodule

When doing a release we should change argilla submodule to use an specific tag. In the following example we are setting tag v1.22.0:

cd argilla
git fetch --tags
git checkout v1.22.0

[!NOTE] You should see some changes on the argilla-server root folder where the subproject commit is now changed to the one from the tag version. Feel free to commit these changes.

Development environment

By default all commands executed with pdm run will get environment variables from .env.dev except command pdm test that will overwrite some of them using values coming from .env.test file.

These environment variables can be overrided if necessary so feel free to defined your own ones locally.

Run cli

pdm cli

Run database migrations

By default a SQLite located at ~/.argilla/argilla.db will be used. You can create the database and run migrations with the following custom PDM command:

pdm migrate

Run tests

A SQLite database located at ~/.argilla/argilla-test.db will be automatically created to run tests. You can run the entire test suite using the following custom PDM command:

pdm test

Run development server

Build frontend static files

Before running Argilla development server we need to build the frontend static files. Node version 18 is required for this action:

brew install node@18

After that you can build the frontend static files:

./scripts/build_frontend.sh

After running the previous script you should have a folder at src/argilla_server/static with all the frontend static files successfully generated.

Run uvicorn development server

pdm server