diff --git a/README.md b/README.md
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+++ b/README.md
@@ -3,12 +3,12 @@
factgenie
-![GitHub](https://img.shields.io/github/license/kasnerz/factgenie)
![Github downloads](https://img.shields.io/github/downloads/kasnerz/factgenie/total)
![PyPI](https://img.shields.io/pypi/v/factgenie)
-[![arXiv](https://img.shields.io/badge/arXiv-2407.17863-b31b1b.svg)](https://arxiv.org/abs/2407.17863)
+[![slack](https://img.shields.io/badge/slack-factgenie-0476ad.svg?logo=slack)](https://join.slack.com/t/factgenie/shared_invite/zt-2u180yy81-3zCR7mt8EOy55cxA5zhKyQ)
[![Code style: black](https://img.shields.io/badge/code%20style-black-000000.svg)](https://github.com/psf/black)
![Github stars](https://img.shields.io/github/stars/kasnerz/factgenie?style=social)
+
Annotate LLM outputs with a lightweight, self-hosted web application 🌈