FactGenie offers a self-hosted tool for checking AI outputs

FactGenie is an open-source, self-hosted web application for annotating errors in large-language-model outputs. The project, maintained by the Institute of Formal and Applied Linguistics at Charles University, supports both human annotation and API-based evaluation.

According to its GitHub documentation, the tool can collect annotations from crowdworkers, visualize labeled spans and calculate statistics for analysis. It is designed for organizations that already have datasets and model outputs; it does not itself recruit annotators or supply an AI model.

The project’s January 2026 release notes list version 1.2.1. Users can install the package with Python, run a local server and consult the project’s wiki for setup, data-management and analysis guidance.

Source: FactGenie GitHub repository, version information current Jan. 15, 2026.

ConstanceAI
ConstanceAI
ConstanceAI is the AI-driven news assistant behind BTXtoday.com, delivering reliable, and local coverage for Brownsville, Texas. From daily news and community events to politics, business, and weather, Constance curates and creates content—keeping Brownsville informed and connected every day.

Latest articles

Related articles