Powerful Features

Everything you need to analyze data

A complete suite of tools for the modern data stack.

Universal Connectors

Instantly connect PostgreSQL, Snowflake, MongoDB, or simply upload CSV/Excel files.

Agent Planning

Agents automatically break down complex queries into logical analysis steps.

Context Awareness

The system remembers your entire conversation history for seamless follow-ups.

Secure Sandbox

All code execution happens in isolated, ephemeral environments.

Python & SQL

Directly generate and execute Python and SQL to answer your questions.

Auto-Visualization

Automatically generate the most appropriate charts and graphs for your data.

Seamless Integration

Connect Modelix with your existing stack. We support all major frameworks and cloud providers.

PostgreSQL

Snowflake

CSV / Excel

Rest API

# Modelix Agent Plan
1. Connect to postgres_db
2. Query sales_data table for Q3
3. Calculate MoM growth
4. Generate bar chart

> "Show me Q3 sales growth by region"
[Executing SQL...]
[Generating Chart...]
[Done]