updated demo link in the Readme file

README.md

@@ -11,6 +11,7 @@ tags:
 - mcp-server-track
 - custom-component-track
 - agent-demo-track
+demo_video_URL: https://youtu.be/7hGmoNQlPss
 short_description: No code builder to customize, deploy intelligent AI Agents🤖
 ---
 
@@ -29,6 +30,7 @@ Our product seamlessly incorporates **custom-built MCP tools** — including a *
 **Python Code Generator**, and **Data Visualization Tool** — within the **Gradio app**, enhancing  
 **LLM functionality** by enabling users to perform domain-specific tasks effortlessly through a  
 **no-code interface**.
+**Demo Video URL**: https://youtu.be/7hGmoNQlPss
 
 ### 🧩 **Track 2: Custom Components for Agents**  
 We utilize and customize **Gradio components** to create an intuitive **multi-step agent configuration flow**, 
@@ -36,6 +38,7 @@ including **knowledge base upload pop-ups**, **dynamic tool toggles**, and **imm
 enhancing user experience and agent customization. Additionally, we’ve added customized **cloud deployment capabilities** 
 that allow users to deploy their configured agents directly to platforms like **GCP**, **AWS**, **Azure**, and **Gradio Cloud**, 
 enabling a seamless transition from **no-code setup** to **production-ready deployment** — all within the same interface.
+**Demo Video URL**: https://youtu.be/7hGmoNQlPss
 
 
 ### 🤖 **Track 3: Agentic Demo Showcase**  
@@ -43,6 +46,16 @@ The core of our product is a **dynamic AI agent** that combines **structured and
 reasoning**, **tool orchestration**, and **real-time visualization generation**, showcasing how  
 **conversational agents** can deliver **complex insights** across multiple industries with minimal  
 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
+
 
 ## 🚀 **Key Features**