Databricks research shows multi-step agents consistently outperform single-turn RAG when answers span databases and documents

Data teams building AI agents keep running into the same failure mode. Questions that require joining structured data with ...
IEEE

Prism-SQL: A Self-Judging Dual-Path Refraction Framework for Multi-Turn Text-to-SQL

Abstract: In-context learning methods for multi-turn text-to-SQL tasks often suffer from instability due to error propagation, and their performance falls short of ...
GitHub

Viewer for JSON files that can be GBs large.

Inspired by a Question on Software Recommendations, I wrote this viewer for very large JSON files. It can open files of 1.4 GB in size or even larger, as long as you have ~7 times the amount of RAM on ...
IEEE

Neural RRT*: Learning-Based Optimal Path Planning

Abstract: Rapidly random-exploring tree (RRT) and its variants are very popular due to their ability to quickly and efficiently explore the state space. However, they suffer sensitivity to the initial ...
GitHub

srsly: Modern high-performance serialization utilities for Python

Additionally, it includes a heavily customized fork of msgpack-numpy, with corrected round-trip behaviour for np.float64 objects. This will automatically install/upgrade all dependencies. numpy and ...