Information Extraction

Extracting structured data like names, key phrases or
relations is a crucial task for many business applications.
Prodigy helps you solve it with ease.

prodigyner.llm.correctnews_articles./config.cfg./news.jsonl
In a March 2014 DATE×interview , Apple ORG×designer Jonathan Ive PERSON×used the iPhone PRODUCT×as an example of Apple ORG×'s ethos of creating high - quality , life - changing products .

Build AI systems that do exactly what you want

Prodigy offers a new way to build custom AI systems for your business problems by focusing on real-world examples to describe what your application needs. Use the latest state-of-the-art models to automate your data development process, and quickly and collaboratively build new solutions that bring structure to your data, no expert machine learning experience required.

Multivariate METHOD×analysis revealed that septic FACTOR×CONDITION×shock and bacteremia FACTOR×CONDITION×originating from lower CONDITION×respiratory tract infection were two independent risk factors for 30 EFFECT×- day mortality .

Collaborative data collection with your domain experts in the loop

Prodigy’s browser-based annotation app has been carefully designed to be as efficient as possible, making it easy to include your domain experts in the data collection process and transfer their knowledge into your AI systems.

prodigytrain./information_extraction--ner news_ner--textcat news_textcat=========== Training pipeline ===========48% | ████████████████

Build better, faster and fully private pipelines

Prodigy makes expert workflows and the latest best practices available to everyone. Build transparent AI systems by distilling domain-specific knowledge from larger models and human experts into fully private pipelines that you can run cheaply and efficiently in-house.

Real-world case studies

Documentation

Overview
  • Downloadable developer tool and library
  • Create, review and train from your annotations
  • Runs entirely on your own machines
  • Powerful built-in workflows

Pricing

Overview
  • Lifetime license, pay once, use forever
  • Flexible options for individuals and teams
  • Full privacy, no data leaves your servers
  • Download and install like any other library