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Google Colab , Google ’s cloud - establish notebook tool for coding , datum skill , and AI , is get ahead a newfangled “ AI factor ” putz , Data Science Agent , to assist Colab users quickly white data point , visualize trends , and get insights on their uploaded datum sets .
First announced at Google ’s I / O developer conference early last year , Data Science Agent was ab initio set in motion as astand - alone project . However , Google settle to integrate it into Colab with the end of helping users get at the agent directly from a Colab notebook computer , order Kathy Korevec , film director of product at Google Labs , in an interview .
Data Science Agent is available for free as of this calendar week in Colab , although Colab limits free exploiter to a relatively low amount of computing . Google offer up a chain of mountains of paid Colab plans with higher point of accumulation bulge at $ 9.99 .
Data Science Agent is primarily aimed at data scientist and AI use cases , but the agent can also help ascertain API anomalies , analyze client data point , and write SQL codification . All users need to do is upload their information and inquire the federal agent a question .
Data Science Agent use Google ’s Gemini 2.0 AI model family on the back end , along with “ abstract thought ” tools to serve with feature engineering and data - cleanup tasks . Korevec told TechCrunch that Google is constantly improving the agent and using techniques such as reinforcement learning , as well as integrate user hint , to heighten Data Science Agent ’s operation .
Data Science Agent currently only supports CSV , JSON , or .txt files under 1 GB in size . It can analyse about 120,000 tokens in a single prompt , which works out to about 480,000 words .
Korevec said that Data Science Agent may come to extra dev - pore Google apps and help in the future .
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“ We ’re scrape up the aerofoil of what the great unwashed can do here , ” she said . “ Because it ’s an federal agent , we can desegregate it into a bunch of different tools , and I do n’t necessarily require to hale masses who are shy about looking at the code to go to Colab . ”
