BigQuery is a monster at scale on loading big volumes of data but processing that output real-time into an AI model requires ...

To address these issues, two technological routes based on large language models (LLM) have emerged: Text2SQL and DataAgent. They represent two different approaches to data democratization. Text2SQL: ...

An MCP (Model Context Protocol) server that provides token-efficient access to OpenAPI (v3.0) and Swagger (v2.0) specifications via MCP Resources. The primary goal of this project is to allow MCP ...

作者 | 矩阵起源当 NL2SQL 从 Demo 走向生产，关键不在“更大的模型”，而是“更干净的数据底座 + 更小的专用模型 + 更可控的工程化流程”。摘要先数据、后模型：把元数据、业务语义、权限、样例 SQL 做成“AI-ready data”，是 NL2SQL 能否可靠落地的第一性问题。小模型足够用：以 3B–7B 级别的代码 /SQL ...

SQL-Database-Applications-Portfolio SQL projects for concert, parking, & flight tracking databases. Features normalized schemas, stored procedures, DML, & advanced queries (joins, aggregates).

一、背景 ...