Prodigy

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On the record

Active learning

Prodigy includes active learning models for named entity recognition, text classification, part-of-speech tagging, and dependency parsing.prodi.gy · read 30 Sep 2026

Annotation

Its customizable browser-based app supports annotation workflows for text, images, audio, video, relations, multiple choice, and more.prodi.gy · read 30 Sep 2026

Audience

Prodigy is designed as a developer tool and assumes basic familiarity with Python and the command line, while annotation tasks can be completed in its web app without programming experience.prodi.gy · read 30 Sep 2026

Built-in workflows

Built-in recipes cover tasks including named entity recognition, text classification, dependency parsing, transcription, speaker diarization, training, and evaluation.prodi.gy · read 30 Sep 2026

Computer vision

Prodigy supports image classification, segmentation, and object detection.prodi.gy · read 30 Sep 2026

Customization

Users can create custom workflows with Python recipes and build interfaces using HTML, CSS, and JavaScript.prodi.gy · read 30 Sep 2026

Data access

Data is accessible through a Python API and command-line interface and can be stored in SQLite, MySQL, or PostgreSQL or exported to JSON.prodi.gy · read 30 Sep 2026

Deployment

The standard Python web server can be deployed on any cloud provider or entirely on-premise.prodi.gy · read 30 Sep 2026

Eligibility limit

The maker says it refuses to provide Prodigy to organizations primarily engaged in military, law enforcement, intelligence, or national security work, with regulatory agencies and tax authorities exempted.prodi.gy · read 30 Sep 2026

Integrations

Prodigy has first-class support for spaCy, plugins for Hugging Face models, and integrations with major LLM API providers.prodi.gy · read 30 Sep 2026

Privacy

Prodigy runs on the user's own machines, does not connect to the maker's or third-party servers, and can operate on an air-gapped machine.prodi.gy · read 30 Sep 2026

Purpose

Prodigy is a downloadable developer tool for creating training and evaluation data for machine learning models.prodi.gy · read 30 Sep 2026

Support

The Personal license includes community forum support; Company licenses include priority forum and email support.prodi.gy · read 30 Sep 2026

Trial

The maker offers hosted virtual-machine trials to companies and organizations, and can arrange a trial license and installer for privacy-sensitive use cases; hosted trials are not offered to individuals.prodi.gy · read 30 Sep 2026

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