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
Pre-trained AI models for invoices, receipts, contracts
No-code custom field training
Real-time data validation rules
Batch processing with auto-file-upload
Multi-language document support
Handwriting extraction (limited)
Export to CSV, JSON, Excel
Role-based user permissions
Document classification by type
