Vanna 2.0

DATA-FIRST AGENTS

User-scoped execution, rich UI components, and production features built-in—not bolted on.

Vanna 2.0 puts user identity at the center. Every request carries permissions, every tool checks access, and every response is optimized for both LLMs (token efficiency) and humans (rich displays). From prototype to production without the rewrite.

Get Started Free Install Open Source

Context-Aware

User & workspace permissions

Rich Updates

Structured UI components

Dual Output

Optimized for LLM & display

How It Works

Simple, secure, and user-aware from the first request

🌐

Your App

<vanna-chat>

Drop-in webcomponent

🤖

User-Aware Agent

✓ Knows who's asking
✓ Checks permissions
✓ Rate limits

🛠️

Your Tools

• Database queries
• API calls
• File operations

✨

Rich UI

• Interactive charts
• Data tables
• Live components

Interactive results streamed back to your users

Production-ready from line one

Built for production, not just demos

User-scoped execution, stateful components, and intelligent outputs. No rewrites required when you scale.

🔐

User identity drives execution

Every request carries user ID, permissions, and workspace context. Tools check permissions automatically, conversations stay isolated, and quota limits enforce themselves.

🎨

Components update, not just append

Status cards transition from "running" to "success". Progress bars fill from 0% to 100%. Log viewers add entries. Unlike chat that appends text, Vanna components maintain state.

⚡

Dual outputs save tokens

Query 1,247 database rows? LLM sees "Query returned 1,247 rows" (5 tokens). User sees a full sortable data table (0 tokens to LLM). Both get exactly what they need.

🗄️

Built for data analysis

Execute SQL queries, return interactive data tables with pagination, sort, filter, and CSV export. No more dumping massive datasets into chat context.

📊

Interactive artifacts

Agents generate Plotly visualizations, HTML dashboards, or custom widgets that render externally—like Claude's Artifacts, but for your product.

🛡️

Production-ready features

Per-user quota management, usage tracking, conversation persistence, and automatic permission enforcement. Built for real products, not just demos.

Why use AI to chat with your database in the first place? To start, it allows you to spend less time writing SQL and more time generating insights on your data. With Vanna, you can empower users across your organization—regardless of their SQL expertise—to interact with your database using natural language, making data more accessible to everyone.