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Argilla

Free tier

The open-source collaboration tool for AI engineers and domain experts to build high-quality datasets

Free·All audiences·Powered by Hugging Face·API available·Open source

Key strengths

Open-source and self-hostable with full data controlIntuitive API for seamless integration into existing ML pipelinesSupports RLHF, fine-tuning, and active learning workflowsCombines AI automation with human-in-the-loop feedbackStrong community support and ecosystem via Hugging Face
Completely free
Madrid, Spain
Founded 2021
Self-hostable

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Argilla is an open-source data annotation and dataset-building platform designed for AI engineers working on NLP pipelines. It provides an API-first architecture that enables programmatic control over annotation workflows, active learning loops, and human-in-the-loop feedback cycles. With 5,173 GitHub stars and available since 2021, Argilla integrates seamlessly into existing ML pipelines, allowing engineers to push datasets, collect expert feedback, and iterate on model quality without leaving their preferred tooling. Its API makes it straightforward to automate dataset curation and connect annotation workflows to downstream training jobs.

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