GitHub

GitHub - paras-the-coder/ai-sql-assistant: Autonomous Text-to-SQL AI assistant that converts natural language into secure SQLite queries with instant plain-English summaries ...

Autonomous Text-to-SQL AI assistant that converts natural language into secure SQLite queries with instant plain-English summaries. Built with LangChain, Groq (Llama-3), and Streamlit, featuring ...

Don't Show AI Raw Tables! The Mechanism Behind NVIDIA's 'Auto Ontology' That Prevents Incorrect SQL Is Fascinating

"I connected an AI agent to a database and asked it to 'get last month's net sales,' and it wrote and executed the SQL in ...
cloud

Semantic aggregation over millions of rows in BigQuery with AI.AGG

System logs generated by globally distributed microservices often hide subtle degradations (like memory thrashing or systemic ...
Virtualization Review

Rubrik Unveils Google Cloud AI and SQL Security Tools

Rubrik announced new Google Cloud integrations for AI agents and Cloud SQL. Rubrik Agent Cloud adds governance and remediation features for Gemini Enterprise Agent Platform. Rubrik Security Cloud adds ...
VentureBeat

SQL query logs hold the context AI agents need to stop hallucinating joins

When Miro’s data team pointed AI agents directly at its Snowflake environment, the agents got the wrong answer more than 65% of the time. The problem wasn’t the model — it was context. With more than ...

Decision models like Jev handle what SQL rules cannot. Here's how data teams use them

Data platforms make decisions all day. An SQL query keeps the rows over a threshold, matches a keyword, and joins two tables on a shared ID. A pipeline sends a failed job down a retry path. Rules like ...