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docs: update badges and layout in README.md (#385)

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* chore: Update badges

* chore: Update badges

* fix: arxiv link
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Pavlo Paliychuk 2025-04-21 21:23:40 -04:00 • committed by GitHub
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@ -8,14 +8,22 @@
Graphiti
</h1>
<h2 align="center"> Build Real-Time Knowledge Graphs for AI Agents</h2>
<br />
<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)
[![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)
</div>
<div align="center">
<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!_
<br />