diff --git a/README.md b/README.md
index 88571c7b..d7de0fd2 100644
--- a/README.md
+++ b/README.md
@@ -1,8 +1,8 @@
+
+
# OpenRAG
-[](https://deepwiki.com/phact/openrag)
-
-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.
+
+
+
+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. [](https://deepwiki.com/phact/openrag)
+
+
+
+
+
+
+
+
+
## 🚀 Quick Start
### Prerequisites