iiinova — where your digital self keeps evolving

Alicia Williams

@alicia-williams.bsky.social

Google Cloud Developer Relations. Learning how to do cool things with data, Google Cloud, and GoogleWorkspace. Opinions are my own, not that of my company.

Posts Replies Media

Alicia Williams @alicia-williams.bsky.social · 15/07/2026

Want to summarize millions of reviews, logs, or images with just one line of SQL? ⚡ Check out BigQuery’s new AI.AGG function! Unlike standard row-by-row AI, it aggregates insights across entire groups of data at once. Watch the video walkthrough & grab SQL samples: goo.gle/ai-agg-video

000

Alicia Williams @alicia-williams.bsky.social · 13/07/2026

Tried BigQuery AI functions but held back due to cost/latency? Check out BQ’s new ✨optimized mode✨. Works with AI.IF & AI.CLASSIFY by training an ultra-lightweight proxy model on-the-fly. It runs directly on BQ compute, saving up to 100x cost & time! 📖: bit.ly/bq-optimized #BigQuery #GenAI

000

Alicia Williams @alicia-williams.bsky.social · 30/04/2025

🔥 BigQuery made getting structured data from LLMs way easier! Use AI.GENERATE_TABLE + Gemini, define your output_schema, and boom - instant table. Docs -> cloud.google.com/bigquery/doc...

021

Reposted by Alicia Williams

Shane Glass @shanecglass.bsky.social · 04/02/2025

Struggling to get your agents to produce valid, useful SQL? My latest blog post is here to the rescue! Learn how to get your models to generate great queries with a little help from BigQuery's information schema #LLM #SQL #Gemini #AgenticWorkflows medium.com/@shanecglass...

medium.com

Improving Agentic SQL Generation

Use your BigQuery environment to generate better SQL for agentic workflows

021