autolabel

What it does

Applies your labels to free-text data at volume — support tickets, survey responses, anything that would otherwise mean a person tagging rows for a week — guided by a few examples of the taxonomy you want. Reports confidence per row, which is the feature that makes it safe to use: route the low-confidence cases to a human instead of trusting the batch. Text goes to your chosen provider, which matters for customer data. MIT.

Summary based on the project's own description. The Japanese page has a fuller beginner guide: setup difficulty, what to prepare, and a step-by-step start.

Screenshots & visuals

Before you start

• Setup difficultyFor advanced users
• Command lineRequired
• API keyRequired
• Sends data onlineYes

Judged automatically from the project's own metadata. Always confirm on the official page.

autolabel FAQ

Is autolabel free?

autolabel itself is free, but it needs an API key for an external AI service. That service charges separately, though some have a free tier.

Do I need to install anything or write code to use autolabel?

It needs the command line. If you are not comfortable typing commands, expect to get stuck during setup.

Does autolabel work on a phone?

No. It needs a computer.

Can I use autolabel commercially?

The licence is MIT, which permits commercial use. Conditions such as keeping the copyright notice still apply, so read the licence text before shipping it inside something.

How it compares

The conditions that decide whether you can actually use it, side by side.

"Sends data out" means your input is uploaded to someone's server. Pick "No" when the material cannot leave your organisation.

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