product #llm 📝 BlogAnalyzed: Jan 31, 2026 03:15

Google BigQuery Simplifies Generative AI Inference with SQL Magic

Published:Jan 31, 2026 11:00

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1 min read

Analysis

Google's BigQuery is making waves by allowing data teams to directly deploy and run models from Hugging Face and Vertex AI Model Garden using simple SQL commands. This innovative feature eliminates the need for separate ML infrastructure, streamlining the process and making AI capabilities more accessible than ever before.

Key Takeaways

•BigQuery now supports direct deployment and running of Open Source models using SQL.
•Users can deploy models from Hugging Face or Vertex AI Model Garden.
•Processing 38 million rows of data using an Open Source model costs only approximately $2.

Reference / Citation

View Original

"The interface currently in the preview stage, the biggest highlight is the elimination of the need for independent machine learning (ML) infrastructure."

InfoQ中国Jan 31, 2026 11:00

* Cited for critical analysis under Article 32.

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