Home Projects 4D-ARE
4D-ARE

4D-ARE

by ybeven · GitHub

Build LLM agents that explain why, not just what. Attribution-driven agent requirements engineering framework. Based on the 4D-ARE Paper - https://arxiv.org/abs/2601.04556

# agents# causal-reasoning# llm# mcp
View on GitHub
⭐ Stars
181
🍴 Forks
19
📜 License
MIT
Commercial use OK
📅 Created
2026
🔄 Last commit
6 mo ago
🏷️ Category
agents
💻 Language
You maintain this project?

Claim its page: indexed whatever its rank, translated into six languages, and enriched with what you write yourself.

Claim this page →
4D-ARE — GitHub preview card
📈 Star history
182181
2026-07-202026-07-21
📄 About

Build LLM agents that explain why, not just what. Attribution-driven agent requirements engineering framework. Based on the 4D-ARE Paper - https://arxiv.org/abs/2601.04556

Frequently asked questions

What is 4D-ARE?

Build LLM agents that explain why, not just what. Attribution-driven agent requirements engineering framework. Based on the 4D-ARE Paper - https://arxiv.org/abs/2601.04556

Is 4D-ARE open source?

4D-ARE is an open-source project. It is released under the MIT license.

Is 4D-ARE free?

Yes. 4D-ARE is free and open source — you can use, modify and self-host it.

🏅 Maintainer of this project?
OpenSourceAI badge — 4D-ARE

Add this live badge to your README — your GitHub stars and directory rank, refreshed daily.

[![OpenSourceAI](https://opensourceai.tech/badge.php?tool=ybeven-4d-are)](https://opensourceai.tech/project/ybeven-4d-are.html)
More badge options →
🧬 Related projects🧬 View the DNA map →