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NL2DSL2SQL

2 articles · Page 1 of 1

Jul 5, 2026 · Big Data

DataWorks Data Agent Powers Taobao Live’s Shift from ETL to Fully Managed Data Development

The article analyzes how Taobao Live’s data team replaced traditional ETL bottlenecks with an AI‑native, three‑layer architecture built on DataWorks Data Agent, adopting NL2DSL2SQL, multi‑agent orchestration, and standardized pipelines to achieve near‑full automation and higher accuracy.

AI‑native data pipelineData AgentDataWorks

0 likes · 12 min read

DataWorks Data Agent Powers Taobao Live’s Shift from ETL to Fully Managed Data Development

Alibaba Cloud Big Data AI Platform

Jun 25, 2026 · Big Data

Taobao Live’s Shift from ETL to Managed Development with DataWorks Data Agent

The article details how Taobao Live’s data engineering team replaced traditional ETL bottlenecks with a three‑layer, AI‑native architecture built on DataWorks Data Agent, using NL2DSL2SQL, ontology‑driven knowledge bases, and multi‑agent collaboration to achieve near‑100% code generation and higher accuracy.

AI NativeBig DataData Agent

0 likes · 10 min read

Taobao Live’s Shift from ETL to Managed Development with DataWorks Data Agent