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Blog Articles

BigQuery Advanced Runtime and Enhanced Vectorization

BigQuery Advanced Runtime's Enhanced Vectorization expands on vectorized query execution by applying it to key aspects of query processing, such as filter evaluation in BigQuery storage, support for parallel execution of query algorithms, and through specialized data encodings and optimization techniques.

From data to metadata: Unlocking insights with Gen AI in BigQuery

Metadata is essential for various data initiatives, from deploying NLP solutions and chat with your data applications to enabling semantic search and establishing a business glossary. However, the manual effort of documenting every data attribute within a platform can be time-consuming and error-prone. At Google Cloud Next, we announced BigQuery Data Insights and Automated Metadata Generation, two powerful capabilities that simplify this process using Gen AI.

Empowering DFCX Chatbots with BigQuery Analytics

In our previous blog posts (1, 2, 3 and 4), we explored how Agent Builder can intelligently answer questions from BigQuery and unstructured data stores via chat or search bot. However, things get trickier when we need to address analytical queries that involve aggregations, comparisons, and more complex conditions.