Argilla enables AI engineers and domain experts to collaboratively build high-quality datasets through text annotation, active learning, and weak supervision techniques. It integrates with ML frameworks like LangChain and supports workflows such as RLHF for training language models. The platform provides developer tooling for dataset quality assurance and human-in-the-loop pipelines.