过去一年，一个模式在开发者中悄悄流行起来：用 Markdown 文件给 AI agent 建一个知识库，让 agent 自己去读、去更新。 谷歌今天发布了一个叫 Open Knowledge Format（OKF）的开放规范。 它要解决的问题，几乎每一个做 AI agent 的团队都踩过：模型本身越来越强，但它需要 ...

Google fixed a Vertex AI SDK flaw in v1.148.0 after Unit 42 showed bucket squatting could enable model hijacking and code ...

BigQuery DataFrames (also known as BigFrames) provides a Pythonic DataFrame and machine learning (ML) API powered by the BigQuery engine. It provides modules for many use cases, including: ...

在数据驱动的时代，SQL作为数据库交互的核心语言，其重要性不言而喻。然而，不同的数据库系统往往使用不同的SQL方言，给开发者带来了不小的挑战。今天，我们要介绍一个令人惊叹的工具——SQLGlot，这个由Tobias Mao开发的开源Python库，能够轻松解析、转换和 ...

The additions let data teams ask progressive, context‑aware questions in natural language while enabling developers to deploy governed analytics agents across applications via unified API endpoints.

Google is introducing powerful tech for agents and data. They are also introducing a series of data-centric agents. A new command-line AI coding tool is now available. I am no stranger to hyperbolic ...

The initial goal seemed straightforward: using a Python-based ETL pipeline, extract specific data points from the public dataset in BigQuery, located in the US, and load them into our own dataset in ...

The new toolset, though, can only be implemented in combination with Google’s Agent Development Kit and MCP Toolbox for Databases. Google has come out with a new toolset that will allow enterprises to ...

Python, R, or SQL: Which reigns supreme in 2025's data science landscape? Compare trends and use cases to choose best language for your data science projects. The data science industry is booming, ...

Google Cloud today unveiled a series of new data analytics capabilities aimed at streamlining enterprises’ use of unstructured used to train artificial intelligence models. The updates include ...

This pipeline is designed to run daily, automatically fetching new data, applying transformations, and saving results in BigQuery. Here’s the high-level workflow: In Airflow, a DAG represents the ...

Google Colaboratory (Colab for short), Google’s service designed to allow anyone to write and execute arbitrary Python code through a browser, including code to run AI apps, is gaining an enterprise ...