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 # Embedding Atlas
 
+[![NPM Version](https://img.shields.io/npm/v/embedding-atlas)](https://www.npmjs.com/package/embedding-atlas)
+[![PyPI - Version](https://img.shields.io/pypi/v/embedding-atlas)](https://pypi.org/project/embedding-atlas/)
+[![Paper](https://img.shields.io/badge/paper-arXiv:2505.06386-b31b1b.svg)](https://arxiv.org/abs/2505.06386)
+![Build](https://github.com/apple/embedding-atlas/actions/workflows/ci.yml/badge.svg)
+[![GitHub License](https://img.shields.io/github/license/apple/embedding-atlas)](./LICENSE)
+
 Embedding Atlas is a tool that provides interactive visualizations for large embeddings. It allows you to visualize, cross-filter, and search embeddings and metadata.
 
 **Features**