<?xml version="1.0" encoding="utf-8" standalone="yes"?><rss version="2.0" xmlns:atom="http://www.w3.org/2005/Atom"><channel><title>Samples on MCP Toolbox for Databases</title><link>/integrations/bigquery/samples/</link><description>Recent content in Samples on MCP Toolbox for Databases</description><generator>Hugo</generator><language>en</language><atom:link href="/integrations/bigquery/samples/index.xml" rel="self" type="application/rss+xml"/><item><title>Quickstart (Local with BigQuery)</title><link>/integrations/bigquery/samples/local_quickstart/</link><pubDate>Mon, 01 Jan 0001 00:00:00 +0000</pubDate><guid>/integrations/bigquery/samples/local_quickstart/</guid><description>&lt;p>&lt;a href="https://colab.research.google.com/github/googleapis/genai-toolbox/blob/main/docs/en/samples/bigquery/colab_quickstart_bigquery.ipynb">&lt;img src="https://colab.research.google.com/assets/colab-badge.svg" alt="Open In
Colab">&lt;/a>&lt;/p>
&lt;h2 id="before-you-begin">Before you begin&lt;/h2>
&lt;p>This guide assumes you have already done the following:&lt;/p>
&lt;ol>
&lt;li>
&lt;p>Installed &lt;a href="https://wiki.python.org/moin/BeginnersGuide/Download">Python 3.10+&lt;/a> (including &lt;a href="https://pip.pypa.io/en/stable/installation/">pip&lt;/a> and
your preferred virtual environment tool for managing dependencies e.g.
&lt;a href="https://packaging.python.org/en/latest/tutorials/installing-packages/#creating-virtual-environments">venv&lt;/a>).&lt;/p>
&lt;/li>
&lt;li>
&lt;p>Installed and configured the &lt;a href="https://cloud.google.com/sdk/docs/install">Google Cloud SDK (gcloud CLI)&lt;/a>.&lt;/p>
&lt;/li>
&lt;li>
&lt;p>Authenticated with Google Cloud for Application Default Credentials (ADC):&lt;/p>
&lt;div class="highlight">&lt;pre tabindex="0" class="chroma">&lt;code class="language-bash" data-lang="bash">&lt;span class="line">&lt;span class="cl">gcloud auth login --update-adc
&lt;/span>&lt;/span>&lt;/code>&lt;/pre>&lt;/div>&lt;/li>
&lt;li>
&lt;p>Set your default Google Cloud project (replace &lt;code>YOUR_PROJECT_ID&lt;/code> with your
actual project ID):&lt;/p>
&lt;div class="highlight">&lt;pre tabindex="0" class="chroma">&lt;code class="language-bash" data-lang="bash">&lt;span class="line">&lt;span class="cl">gcloud config &lt;span class="nb">set&lt;/span> project YOUR_PROJECT_ID
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="cl">&lt;span class="nb">export&lt;/span> &lt;span class="nv">GOOGLE_CLOUD_PROJECT&lt;/span>&lt;span class="o">=&lt;/span>YOUR_PROJECT_ID
&lt;/span>&lt;/span>&lt;/code>&lt;/pre>&lt;/div>&lt;p>Toolbox and the client libraries will use this project for BigQuery, unless
overridden in configurations.&lt;/p></description></item></channel></rss>