Features
Pre-built workflows for NER, text classification, span categorization, computer vision, audio/video, and prompt
Custom recipe scripts for fully programmable data feeds and interfaces
Active learning support to prioritize the most informative examples
Integration with Large Language Models (LLMs) for assisted labeling (e.g., ner.llm.correct)
Local, self-hosted operation with no data leaving your machines
Lifetime license with free upgrades for a set period (renewable 12-month update packs)
Plugin system: Open Source Plugins, Single Sign-on (SSO), Modal, DSPy
Task routing to distribute work across annotators or recipes
Comprehensive metrics and deployment options
Support for video annotation with audio spans
Customizable themes and logo in the sidebar
Database plugins (supports MySQL, etc.)
llm plugin for LLM API integrations
Custom AI agents for crypto and stocks
Portfolio monitoring across hundreds of assets
Personalized news feed AI
NLP as a Service for custom investment tools
Highly customizable monitoring alerts
Connect your data with AI and build custom tools
Actionable insights from data
Timely updates in digital assets
API integration for consumer apps
