Update README.md

README.md

@@ -11,4 +11,68 @@ license: mit
 short_description: Multilingual AI That Turns Questions into Data-Driven Story
 ---
 
+# Your AI Agent for Multilingual Query-to-Insight Data Workflows 🚀  
+
+# Tag: **agent-demo-track**
+
+## 🧠 Overview
+
+**AI Agent for Multilingual Query-to-Insight Data Workflows** is designed to transform natural language questions into visual and tabular insights. Built for the **Track 3: Agentic Demo** of the Agents-MCP Hackathon, this Gradio-powered demo showcases:
+
+- Multilingual query input
+  
+- Natural language understanding
+  
+- Autonomous data querying
+  
+- Smart chart selection
+  
+- Automated report generation (Excel)
+
+🎥 **Video Overview**  
+
+👉 [Watch the demo video here](https://drive.google.com/file/d/1kAitF3WSh3pTP0EhL4Sm36n5CCwycCX9/view?usp=sharing)
+
+---
+
+## 🌐 Key Features
+
+- 🗣️ **Multilingual Support**: Ask data questions in English, Chinese, Japanese, and more.
+
+- 📊 **Chart Generation**: Choose chart types (bar, histogram, scatter, etc.).
+  
+- 📁 **Downloadable Reports**: Export Excel data.
+  
+- 🧠 **Output Styles**: Switch between formal, casual, and executive tones.
+
+---
+
+## 📦 App Architecture
+
+User Input (Text / Language Selection)
+
+↓
+
+LLM Agent → SQL Generator → BigQuery Data Fetcher
+
+↓
+
+Data Visualizer → Chart Generator → Excel Data Exporter
+
+↓
+
+Gradio UI Display (Multilingual Output)
+
+---
+
+## 💻 Try It Yourself
+
+1. Ask your question in natural language. Try the samples present in the app!!
+2. Select your language and preferred output tone.
+3. Choose chart types to generate.
+4. View analysis and download excel data!
+
+---
+
+
 Check out the configuration reference at https://huggingface.co/docs/hub/spaces-config-reference