Features
Natural language AI analysis with chat and code generation
Reactive notebooks: cells auto-update on dependency changes
Built-in Python, SQL, DuckDB, Polars, pandas, numpy
One-click deploy notebooks as interactive data apps
Real-time collaborative editing and comments
Schedule notebook execution to keep data fresh
Terminal access for power users
Smart cache to reduce warehouse costs
Secrets management outside notebook code
Built-in variables key-value store
No-code machine learning for churn prediction and segmentation
Beautiful charts and visualizations
Data source connectors: PostgreSQL, Snowflake, BigQuery, ClickHouse, MotherDuck, Databricks, MySQL
File support: CSV, TSV, Parquet, JSON, Excel, SQLite, DuckDB, gzip
Share notebooks as apps without exposing code
Dreamer self-evolution framework for coding agents
Automatic capability evolution based on team interactions
Automated schema discovery (original, discontinued)
Intelligent data mapping suggestions (original, discontinued)
Data quality validation (original, discontinued)
Automated dbt code generation (original, discontinued)
Legacy ERP integration (original, discontinued)
Custom database integration (original, discontinued)
Messy schema handling (original, discontinued)
