diff --git a/README.md b/README.md
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@@ -8,14 +8,22 @@
 Graphiti
 </h1>
 <h2 align="center"> Build Real-Time Knowledge Graphs for AI Agents</h2>
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+<div align="center">
 
-[![Discord](https://dcbadge.vercel.app/api/server/W8Kw6bsgXQ?style=flat)](https://discord.com/invite/W8Kw6bsgXQ)
-[![Lint](https://github.com/getzep/Graphiti/actions/workflows/lint.yml/badge.svg)](https://github.com/getzep/Graphiti/actions/workflows/lint.yml)
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+[![Lint](https://github.com/getzep/Graphiti/actions/workflows/lint.yml/badge.svg?style=flat)](https://github.com/getzep/Graphiti/actions/workflows/lint.yml)
 [![Unit Tests](https://github.com/getzep/Graphiti/actions/workflows/unit_tests.yml/badge.svg)](https://github.com/getzep/Graphiti/actions/workflows/unit_tests.yml)
 [![MyPy Check](https://github.com/getzep/Graphiti/actions/workflows/typecheck.yml/badge.svg)](https://github.com/getzep/Graphiti/actions/workflows/typecheck.yml)
-[![Open in GitHub Codespaces](https://github.com/codespaces/badge.svg)](https://codespaces.new/getzep/Graphiti)
 
+[![Discord](https://dcbadge.vercel.app/api/server/W8Kw6bsgXQ?style=flat)](https://discord.com/invite/W8Kw6bsgXQ)
+[![arXiv](https://img.shields.io/badge/arXiv-2501.13956-b31b1b.svg?style=flat)](https://arxiv.org/abs/2501.13956)
+[![Release](https://img.shields.io/github/v/release/getzep/graphiti?style=flat&label=Release&color=limegreen)](https://github.com/getzep/graphiti/releases)
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+</div>
+<div align="center">
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+<a href="https://trendshift.io/repositories/12986" target="_blank"><img src="https://trendshift.io/api/badge/repositories/12986" alt="getzep%2Fgraphiti | Trendshift" style="width: 250px; height: 55px;" width="250" height="55"/></a>
+</div>
 :star: _Help us reach more developers and grow the Graphiti community. Star this repo!_
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