diff --git a/README.md b/README.md
index d15328d3..4487e522 100644
--- a/README.md
+++ b/README.md
@@ -2,20 +2,9 @@
 
 # OpenRAG
 
-</div>
-<div align="center">
-  <a href="#quick-start" style="color: #0366d6;">Quick Start</a> &nbsp;&nbsp;|&nbsp;&nbsp;
-  <a href="#tui-interface" style="color: #0366d6;">TUI Interface</a> &nbsp;&nbsp;|&nbsp;&nbsp;
-  <a href="#docker-deployment" style="color: #0366d6;">Docker Deployment</a> &nbsp;&nbsp;|&nbsp;&nbsp;
-  <a href="#development" style="color: #0366d6;">Development</a> &nbsp;&nbsp;|&nbsp;&nbsp;
-  <a href="#troubleshooting" style="color: #0366d6;">Troubleshooting</a>
-</div>
-
-
-OpenRAG is a comprehensive Retrieval-Augmented Generation platform that enables intelligent document search and AI-powered conversations. Users can upload, process, and query documents through a chat interface backed by large language models and semantic search capabilities. The system utilizes Langflow for document ingestion, retrieval workflows, and intelligent nudges, providing a seamless RAG experience. Built with Starlette, Next.js, OpenSearch, and Langflow integration. [![Ask DeepWiki](https://deepwiki.com/badge.svg)](https://deepwiki.com/phact/openrag)
-
-
 <div align="center">
+  <a href="https://github.com/langflow-ai/openrag/releases"><img src="https://img.shields.io/github/v/release/langflow-ai/openrag?style=flat" alt="Release"></a>
+  &nbsp;&nbsp;
   <a href="https://github.com/langflow-ai/langflow"><img src="https://img.shields.io/badge/Langflow-1C1C1E?style=flat&logo=langflow" alt="Langflow"></a>
   &nbsp;&nbsp;
   <a href="https://github.com/opensearch-project/OpenSearch"><img src="https://img.shields.io/badge/OpenSearch-005EB8?style=flat&logo=opensearch&logoColor=white" alt="OpenSearch"></a>
@@ -23,9 +12,21 @@ OpenRAG is a comprehensive Retrieval-Augmented Generation platform that enables
   <a href="https://github.com/encode/starlette"><img src="https://img.shields.io/badge/Starlette-009639?style=flat&logo=fastapi&logoColor=white" alt="Starlette"></a>
   &nbsp;&nbsp;
   <a href="https://github.com/vercel/next.js"><img src="https://img.shields.io/badge/Next.js-000000?style=flat&logo=next.js&logoColor=white" alt="Next.js"></a>
+  &nbsp;&nbsp;
+  <a href="https://deepwiki.com/phact/openrag"><img src="https://deepwiki.com/badge.svg" alt="Ask DeepWiki"></a>
 
 </div>
 
+OpenRAG is a comprehensive Retrieval-Augmented Generation platform that enables intelligent document search and AI-powered conversations. Users can upload, process, and query documents through a chat interface backed by large language models and semantic search capabilities. The system utilizes Langflow for document ingestion, retrieval workflows, and intelligent nudges, providing a seamless RAG experience. Built with Starlette, Next.js, OpenSearch, and Langflow integration. 
+</div>
+<div align="center">
+  <a href="#quick-start" style="color: #0366d6;">Quick Start</a> &nbsp;&nbsp;|&nbsp;&nbsp;
+  <a href="#tui-interface" style="color: #0366d6;">TUI Interface</a> &nbsp;&nbsp;|&nbsp;&nbsp;
+  <a href="#docker-deployment" style="color: #0366d6;">Docker Deployment</a> &nbsp;&nbsp;|&nbsp;&nbsp;
+  <a href="#development" style="color: #0366d6;">Development</a> &nbsp;&nbsp;|&nbsp;&nbsp;
+  <a href="#troubleshooting" style="color: #0366d6;">Troubleshooting</a>
+</div>
+
 ## Quick Start
 
 ### Prerequisites