AI Assistant for Jupyter Notebooks
An analytics and data orchestration agent integrated into the Dagster ecosystem. Evaluated as a foundational model and agent builder tool, Compass focuses on bridging the gap between data pipelines and data consumers. It allows users to query their data warehouse directly, leveraging the existing context and definitions within Dagster to provide reliable, accurate answers. It is designed to improve the data team UX by reducing deployment time and vendor lock-in, while offering extensible context
Last Tuesday, I watched a data scientist and a data engineer spend 45 minutes arguing over a Slack thread about why a model's training dataset was suddenly missing 30% of its rows. The data scientist was working in Jupyter, iterating on a notebook, completely unaware that an upstream Dagster asset had failed three hours earlier. The engineer had the failure logs but no visibility into which notebooks were consuming that asset.
This is t
# Getting Started with Jupyter AI: A Practical Tutorial I've been using Jupyter notebooks for years, but what really made me hit a wall was when I needed to write complex data cleaning scripts—I real
# I Spent a Week Debugging a Pandas Query, Until Jupyter AI Fixed My Workflow in 10 Minutes Here's the scenario that finally broke me: I was trying to join three DataFrames with inconsistent column n