VentureBeat

Table-augmented generation shows promise for complex dataset querying, outperforms text-to-SQL

AI has transformed the way companies work and interact with data. A few years ago, teams had to write SQL queries and code to extract useful information from large swathes of data. Today, all they ...
Nature

Redefining text-to-SQL metrics by incorporating semantic and structural similarity

The rapid advancements in text-to-SQL systems have driven the scientific community to create increasingly complex benchmarks for this task. However, evaluation metrics often rely on simplistic or ...
Search Engine Land

Google Search to route complex queries to Gemini 3

Plus, Google's Jonathon Heard said Google is thinking about breaking AI Mode and AI Overview details in Search Console in the future. Google will soon use Gemini 3 for more complex queries within ...