Traditional RAG systems struggle bridging structured SQL databases and unstructured document collections (a challenge we call the modality gap), leading to incomplete reasoning and hallucinations.

DuckDB is an embedded database, similar to SQLite, but designed for OLAP-style analytics. It is crazy fast and allows you to read and write data stored in CSV, JSON, and Parquet files directly, ...

Ensure your local machine is authenticated to use the dask-benchmarks Coiled account and the Coiled Dask Engineering AWS S3 account. Create a new Python environment with mamba env create -n test-env ...