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 ...

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: ...

The Linux Foundation on Monday welcomed Microsoft's DocumentDB into its stable of open source projects, waving the document ...

For leaders looking to take on this kind of change, my advice is simple. Create space for collaboration, keep the accountability clear and build with empathy.

A new SQL Server 2025 feature lets organizations run vector-based semantic searches on their own data, connecting to local or cloud-hosted AI models without relying on massive general-purpose LLMs.

1. Introduction: Two Evolutionary Paths to Data Democratization In the wave of digital transformation for enterprises, data analysis capability has become the core of competitiveness. However, ...

Introducing the Data Vending Machine, schema caching in Structural, strengthened synthesis in Textual, + Object and Array generators in Fabricate!

WinSQL Synametrics Technologies Inc. AI-Powered Chatbot Brings Smarter Querying, Faster Insights, and Simplified Database Management ...

Domo (Nasdaq: DOMO), the AI and Data Products platform, today announced enhanced cloud integration capabilities with ...

一、背景 ...