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.

A state-of-the-art Text-to-SQL generation system achieving 93.7% Execution Accuracy on the Spider benchmark using a fully local LLM pipeline.

Query plans that have been forced in Query Store may end up with the forcing in a “failed” state for a variety of reasons. Sometimes this might be that a structure in the forced plan is no longer ...