This repository contains the code and data for the paper "CHESS: Contextual Harnessing for Efficient SQL Synthesis." Translating natural language questions into SQL queries, known as text-to-SQL, is a ...
NUS researchers' MRAgent framework reduces LLM agent memory retrieval to 118K tokens per query — vs. 3.26M for LangMem — ...
Open-Source AI Tools while not widely publicized, are highly regarded within the developer community for their ability to simplify complex tasks ...
DSpark can make decoding faster, but acceptance quality still determines how much speed the system actually realizes.
My Proxmox node now powers my entire smart home without touching a single cloud service ...
Illustration of the Text2VectorSQL task, with scenarios below showing how integrating SQL queries with vector search unlocks semantic filtering, multi-modal matching and retrieval acceleration. These ...