Shulou(Shulou.com)11/24 Report--

Original title: "AI automatic coding will be online!" Google Colab hard Github Copilot, programming efficiency is going to be amazing. "

Google Colab is about to launch big model-assisted programming, code generation, code completion, and chatbots.

Here comes the Google version of Github Copilot!

On May 17, Google announced that Google Colaboratory (Colab) is about to add a new AI coding feature--

Code generation, code completion, code chat bots, everything you can think of.

Coupled with Colab's previously provided all-cloud Jupyter laptop environment, developers can easily use frameworks such as Keras,TensorFlow,PyTorch,OpenCV to develop deep learning applications on GPU resources provided by Google.

And it's all free! (currently, paying users can experience it first)

At the just-concluded 2023 I / O conference, Google unveiled PaLM 2, the basic model that can challenge GPT-4.

On the basis of PaLM 2, after fine-tuning with a large amount of high-quality code data, a new "Vincent code" model Codey was born.

And these new functions of Colab are blessed by Codey.

The Codey code generation model supports more than 20 coding languages, including Go, Google standard SQL, Java, Javascript, Python and Typescript.

Through real-time code completion and generation, Codey can help users complete development work faster and improve the quality of code at the same time.

Most importantly, the model is also specifically optimized for the various functions of Python and Colab.

It can be seen that Google is really careful in order to learn deeply about the experience of developers of applications and Python.

GitHub Copilot Github released a preview of Copilot, an AI code generation tool, as early as 2021.

In March this year, Copilot Chat, supported by GPT-4, was launched, which can help developers write code in chat mode, debug.

For example, a developer can highlight a piece of code in an editor and then have Copilot Chat ReFactor or debug it.

Code generation Google said that Colab after AI endorsement can reduce the burden on developers to write repetitive code, so that developers can focus on more valuable programming content and data science content.

Among them, the highest priority is code generation.

A brand new "generate" button appears in the upgraded Colab notebook.

There, users can type whatever they want in natural language, and AI will generate the code based on this text prompt.

Code completion as you enter the code, Colab will provide advice for the following code based on the context.

Code chat in addition, Google will add programming-specific chat bots to Colab.

Users can talk directly to AI for help on debugging, documentation, learning new concepts, and other issues.

For example, "how do I import data from Google forms?" "

Or, "how do I filter Pandas DataFrame? "

Everyone can use Google to say that anyone who wants to learn or use Python can use Colab with zero threshold and get the blessing of this high-performance GPU-driven machine learning application.

And more new features are on the way, making it easier for developers to work in the field of machine learning.

It is understood that Colab now has millions of monthly active users among student users alone.

So the question is, when can I use Colab with these features?

According to Google, access to these features will be rolled out gradually in the coming months, and paying users in the United States will be able to experience it first, and then free users will be able to use it.

Users in other regions will soon be able to experience these features.

Reference:

Https://blog.google/technology/developers/google-colab-ai-coding-features/

This article comes from the official account of Wechat: Xin Zhiyuan (ID:AI_era)

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