Adnan Masood, PhD.·3d agoNVIDIA Auto Ontology Explained: Text-to-SQL, MCP, and Certified Business DefinitionsNVIDIA Auto Ontology drafts a semantic layer so AI agents stop guessing what revenue means. What it does, what’s unproven, and what to test
InOpen IntelligencebyDr. Fadi Shaar·3d agoNVIDIA Auto Ontology: Giving AI Agents a Business Understanding of Your DataA practical look at the open context layer that helps agents discover trusted metrics, understand relationships, generate reliable SQL, and…
Pankaj Goswami·6d agoOpen-Source and Source-Available Text-to-SQL Tools in 2026: License and Self-Hosting ScorecardPicture a product team two sprints away from shipping a “just ask your data” box inside their SaaS app. The prototype runs on a text-to-SQL…A response icon1A response icon1
Nitin Prodduturi·6d agoHow Ontology Makes Natural Language to SQL Smarter: Bridging Business Language and Database QueriesImagine asking your business intelligence system, “Which vendors have the highest risk and outstanding payments this quarter?”
ThinkingInTech·Nov 4Beyond The Pipeline →We Gave AI Our Database. We Forgot to Explain the Business.Giving AI access to your data is easy. Teaching it how your business actually works is an entirely different engineering challenge.
InJIN System ArchitectbyJIN·Nov 3The Agent Can Write the SQL. Who Decides What “Revenue” Means?Anthropic’s account of self-service analytics shows that text-to-SQL is the cheapest part of the system. The expensive part is deciding…
Andolasoft·Oct 28Natural-Language Querying on Apache Superset: Build Text-to-SQL Yourself or Use a Managed AI LayerThe question usually arrives in a steering meeting, phrased as if it were small: now that everyone has used a chatbot, can people not just…
Erwin Hermanto·Oct 26Text-to-SQL is Harder Than It Looks: Lessons from 6 Months of Production UseHandling ambiguous queries, joins, and schema changes — with guardrails
Pratham Sharma·Oct 24Guardrails for Text-to-SQL: How to Let an LLM Query Your Data Without Letting It Go WrongNatural language to SQL is one of the most useful things you can build with an LLM. It’s also one of the easiest to get wrong. Here’s how…A response icon2A response icon2
InOpen IntelligencebyDr. Fadi Shaar·Oct 21Text-to-SQL Needs an Authorization Layer, Not Just a Better PromptSchemagate is an open-source Python library that filters database schemas by user permissions before they reach the LLM, adding an…
