note

Text-to-SQL Fails in Practice: Designing a 'SQL-less' Data Decision-Making Infrastructure that Integrates Semantic Layers and LLMs

Why does the 'let LLMs write SQL directly (Text-to-SQL)' approach fail in production? With the rise of Large Language Models (LLMs) like ChatGPT, attempts at 'Text-to-SQL'—automatically generating SQL ...
InfoQ

Graph RAG: Building Smarter Retrieval Workflows with Knowledge Graphs

A monthly overview of things you need to know as an architect or aspiring architect. Unlock the full InfoQ experience by logging in! Stay updated with your favorite authors and topics, engage with ...
InfoWorld

Data Management

Snowflake to acquire MCP-focused Natoma to boost governance for AI agents The acquisition could help enterprise CIOs struggling to deploy agentic workflows spanning heterogeneous systems via MCP while ...
Morningstar

Snowflake Inc Ordinary Shares

Within Snowflake, for example, we deployed skill packs that were specialized to different departments within Snowflake in a matter of like four weeks. And we've been continuously trading on them and ...