Analytics Insight

Mastering LLM Text-to-SQL: Common Challenges and Expert Tips

Overview: Text-to-SQL simplifies queries but can misinterpret data structures and phrases.Ensuring up-to-date schema info and providing examples improves accura ...
Forbes

Text-To-SQL: Making Enterprise Data More Accessible To Users

While data warehouses and cloud-native architectures have grown rapidly, business users are still finding it difficult to reach enterprise data. Even as dashboards and query tools become easier to use ...

Headless vs. native semantic layer: The architectural key to unlocking 90%+ text-to-SQL accuracy

In the meantime, the big question for data leaders is where to implement this logic. The market has split into two ...
SiliconANGLE

Dremio leverages generative AI for data discovery with Text-to-SQL and more new features

Data lakehouse company Dremio Corp. is jumping on the generative artificial intelligence bandwagon, launching a new Text-to-SQL capability today and announcing additional features to come later. The ...
Business Wire

AtScale Introduces Industry-First Public Leaderboard for Text-to-SQL Solutions, Setting Transparent Standards for Natural Language Query (NLQ) Evaluation

BOSTON--(BUSINESS WIRE)--AtScale, a leader in semantic layer technology, has launched an open, public leaderboard for Text-to-SQL (T2SQL) solutions, addressing a critical need for transparency and ...