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Prodigy

An annotation tool for AI, Machine Learning & NLP

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Prodigy is a downloadable developer tool and Python library for creating training and evaluation data for machine learning models. It includes a browser-based annotation web application with 23 annotation interfaces for text, images, audio, video, relations, multiple-choice, HTML, conflict resolution and more. It runs entirely on the user's own machines and integrates tightly with spaCy, with plugins for Hugging Face models and out-of-the-box integration with major LLM API providers. Custom workflows are defined via Python functions called 'recipes'.

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