A newer version of the Gradio SDK is available:
6.1.0
title: Ask2insight Multilingual Track3 Agent Demo
emoji: 🔥
colorFrom: gray
colorTo: yellow
sdk: gradio
sdk_version: 5.33.0
app_file: app.py
pinned: false
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
🌐 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
- Ask your question in natural language. Try the samples present in the app!!
- Select your language and preferred output tone.
- Choose chart types to generate.
- View analysis and download excel data!
Check out the configuration reference at https://huggingface.co/docs/hub/spaces-config-reference