updated demo link in the Readme file

README.md

@@ -49,12 +49,12 @@ setup.
 **Demo Video URL**: https://youtu.be/7hGmoNQlPss
 
 
-**Technologies Covered**:
-Gradio MCP Tools, AI Agents, Qdrant Vector DB, SQl database, e.t.c.
-Used all open source Large Language Models using NEBIUS platform.
-**Text Generation Model**: meta-llama/Meta-Llama-3.1-405B-Instruct
-**Code Generation and Reasoning Model**: Qwen/Qwen3-235B-A22B
-**Embedding Model**: BAAI/bge-en-icl
+**Technologies Covered**: Gradio MCP Tools, AI Agents, Qdrant Vector DB, SQL Database, etc.  
+**Model Hosting**: Used all open-source Large Language Models via NEBIUS platform.  
+**Text Generation Model**: meta-llama/Meta-Llama-3.1-405B-Instruct  
+**Code Generation & Reasoning Model**: Qwen/Qwen3-235B-A22B  
+**Embedding Model**: BAAI/bge-en-icl  
+
 
 
 ## 🚀 **Key Features**