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Google upgrades Colab with an AI agent tool | TechCrunch

Mar 03, 2025 - techcrunch.com
Google Colab has integrated a new tool called Data Science Agent, designed to assist users in data cleaning, trend visualization, and gaining insights from datasets. Initially launched as a standalone project, the tool is now accessible directly from Colab notebooks. Available for free, Data Science Agent is primarily aimed at data scientists and AI applications but can also help with tasks like finding API anomalies and writing SQL code. It supports CSV, JSON, or .txt files under 1GB and can analyze up to 120,000 tokens per prompt.

The agent uses Google’s Gemini 2.0 AI model family and employs reasoning tools for feature engineering and data cleaning. Google is continuously enhancing the agent through reinforcement learning and user feedback. While currently exclusive to Colab, there are plans to integrate Data Science Agent into other Google apps and services. The tool is part of Google's broader strategy to make data science more accessible, even for those who may not be comfortable with coding.

Key takeaways:

  • Google Colab has integrated a new tool called Data Science Agent to help users clean data, visualize trends, and gain insights from their data sets.
  • Data Science Agent uses Google's Gemini 2.0 AI model family and supports CSV, JSON, or .txt files under 1GB in size.
  • The tool is available for free in Colab, but free users have limited computing resources, with paid plans starting at $9.99.
  • Data Science Agent may be integrated into other Google apps and services in the future, expanding its accessibility beyond Colab.
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