EntityMap: The Open Standard That Gives AI Systems A Structured View Of Your Business

A new open standard for structured knowledge is in public consultation, actively seeking implementation feedback and ...
TechBooky

DataHub Turns SQL Query History into Context Layer to Cut AI Data Errors

DataHub is introducing a new context intelligence layer that mines years of SQL query logs to help AI agents stop ...
InfoWorld

Taming the generative AI back end

Writing code that interacts with LLM services requires bridging two different worlds. Use these tips and techniques to bind ...

Architectural patterns for graph-enhanced RAG: Moving beyond vector search in production

The standard architecture — chunking documents, embedding them into a vector database, and retrieving top-k results via ...
IEEE

Relevance Summarization for Example-Guided Text-to-SQL Generation in Complex Schema Database

Abstract: Recent progress in Large Language Models has pushed Text-to-SQL systems closer to enabling natural language queries over complex relational databases. Unfortunately, the models sometimes ...
Psychology Today

Learning Schemas for Space

Navigating space effectively is crucial for survival. Our species evolved a sophisticated spatial cognitive system for this purpose. In humans, systems of language and space emerged in tandem.
IEEE

SQL-to-NoSQL Schema Denormalization and Migration: A Study on Content Management Systems

Abstract: Content management systems (CMSs) are able to let people, who have no technical skill to manage websites, rapidly create, edit, organize and publish online contents. For example, CMSs are ...
GitHub

How can I add examples of questions + expected SQL over my own schema (zero-shot style)?

Some of our user questions are a bit tricky - for example, Geo Spatial queries. I would like to provide the model with zero-shot examples of user questions and the expected SQL. I've tried adding this ...