使用 Hugging Face Dataset Viewer API 與 Motherduck DuckDB-NSQL-7B 實現自然語言轉 SQL (Text2SQL)
Original: Text2SQL using Hugging Face Dataset Viewer API and Motherduck DuckDB-NSQL-7B
This tutorial article details how to build an efficient natural language to SQL (Text2SQL) query system using tools from the Hugging Face…
這篇 Hugging Face 部落格文章介紹了一種實用的 Text2SQL（自然語言轉 SQL）解決方案。透過 Hugging Face Dataset Viewer API 獲取數據集的結構與 Schema，並利用 MotherDuck 開源的 DuckDB-NSQL-7B 模型，將使用者的提問轉化為 DuckDB 兼容的 SQL 查詢。這讓開發者與數據分析師無需手動下載數據，即可直接對 Hugging Face 上的海量數據集進行即時的自然語言數據分析。
This tutorial article details how to build an efficient natural language to SQL (Text2SQL) query system using tools from the Hugging Face ecosystem and a specialized model developed by MotherDuck.
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