Update readme

Signed-off-by: Rahul Krishna <[email protected]>

Author: rahlk

README.md

@@ -1,18 +1,43 @@
-# Codellm-Devkit TypeScript SDK
+<picture>
+  <source media="(prefers-color-scheme: dark)" srcset="docs/assets/cldk-dark.png">
+  <source media="(prefers-color-scheme: light)" srcset="docs/assets/cldk-light.png">
+  <img alt="Logo">
+</picture>
 
-## 🚀 Overview
-Codellm-Devkit (CLDK) is a multilingual program analysis framework that bridges the gap between traditional static analysis tools and Large Language Models (LLMs) specialized for code (CodeLLMs). Codellm-Devkit allows developers to streamline the process of transforming raw code into actionable insights by providing a unified interface for integrating outputs from various analysis tools and preparing them for effective use by CodeLLMs.
+<p align='center'>
+  <a href="https://arxiv.org/abs/2410.13007">
+    <img src="https://img.shields.io/badge/arXiv-2410.13007-b31b1b?style=for-the-badge" />
+  </a>
+  <a href="https://opensource.org/licenses/Apache-2.0">
+    <img src="https://img.shields.io/badge/License-Apache%202.0-green?style=for-the-badge" />
+  </a>
+  <a href="https://codellm-devkit.info">
+    <img src="https://img.shields.io/badge/GitHub%20Pages-Docs-blue?style=for-the-badge" />
+  </a>
+  <a href="https://www.npmjs.com/package/@cldk/cldk">
+    <img src="https://img.shields.io/npm/v/@cldk/cldk?color=crimson&logo=npm&style=for-the-badge" />
+  </a>
+  <a href="https://discord.com/channels/1333486179667935403/1334150434348208208">
+    <img src="https://dcbadge.limes.pink/api/server/https://discord.gg/zEjz9YrmqN?style=for-the-badge"/>
+  </a>
+</p>
 
-## 📦 Installation
+
+**A framework that bridges the gap between traditional program analysis tools and Large Language Models (LLMs) specialized for code (CodeLLMs).**
+
+### 🚀 Overview
+This is the TypeScript SDK for the Codellm-Devkit (CLDK). The SDK provides a unified interface for integrating outputs from various analysis tools and preparing them for effective use by CodeLLMs. It allows developers to streamline the process of transforming raw code into actionable insights.
+
+### 📦 Installation
 
 To install the Codellm-Devkit TypeScript SDK, you can use npm or yarn. Run the following command in your terminal:
 
-### Using npm
+#### Using npm
 ```bash
 npm install --save github:codellm-devkit/typescript-sdk#initial-sdk
 ```
 
-### Using yarn
+#### Using yarn
 ```bash
 yarn add github:codellm-devkit/typescript-sdk#initial-sdk
 ```
@@ -21,14 +46,14 @@ If you are on yarn v1
 yarn add codellm-devkit/typescript-sdk#initial-sdk
 ```
 
-### Using bun 
+#### Using bun 
 ```bash
 bun add github:codellm-devkit/typescript-sdk#initial-sdk
 ```
 
 Then run `npm install`, `yarn install`, or `bun install` depending on your package manager.
 
-## ⚙️ Basic Usage
+### ⚙️ Basic Usage
 
 Here’s how to use CLDK to analyze a Java project and access key analysis artifacts: