License

Platform Code

The NAVIGATOR platform source code is Copyright © 2026 PALS Research Lab, Johns Hopkins University. Use, reproduction, or distribution outside of authorized research collaborations requires written permission from the PALS Lab.

Research Paper

The methods underlying this platform are described in:

Joshi, A., & Rudow, M. (2026). Constrained Process Maps for Multi-Agent Generative AI Workflows. arXiv preprint arXiv:2602.02034.

The paper is licensed under Creative Commons Attribution 4.0 (CC BY 4.0).

Upstream Datasets

Datasets surfaced through NAVIGATOR are sourced from HuggingFace Hub and other public repositories. Each dataset carries its own license. Common licenses include:

• CC BY 4.0 — Attribution required; commercial use permitted.
• CC BY-NC 4.0 — Non-commercial use only; attribution required.
• MIT / Apache 2.0 — Permissive; attribution required.
• Research-only / custom — Varies by dataset; review carefully before use.

A link to each dataset's HuggingFace page is displayed on its card. You are responsible for reviewing and complying with the applicable license before downloading, distributing, or building upon any dataset accessed through this platform.

Third-Party Libraries

This platform uses open-source libraries including Next.js (MIT), Supabase (Apache 2.0), and Tailwind CSS (MIT). Their respective licenses apply to those components.