![]() ![]() ![]() Thanks to everyone who attended the talk and asked such awesome questions! If you missed it, the video is above and all the code, links and resources can be found in the GitHub repo linked below. We also had some fun with the text-based GPT3 model to generate a poem about Python and to suggest a funny cat name token by token. It’s also integrated into your editor, and fast enough to use as you type. Because it’s been trained on languages in public repositories, it works for most popular languages, libraries and frameworks. I showed an R script to access the OpenAI API directly using the httr2 package, and also provided an R function to call an OpenAI model. GitHub Copilot works on any language, including Java, PHP, Python, JavaScript, Ruby, Go, C, or C++. With the Azure OpenAI Service, you can access the underlying OpenAI Codex model directly, and generate code suggestions via its API. JetBrains IDEs (Beta) Neovim Visual Studio Visual Studio Code GitHub Copilot can be managed through personal accounts with GitHub Copilot for Individuals or through organization or enterprise accounts with GitHub Copilot for Business. ![]() I also took a behind-the-scenes look to see how Copilot uses Generative AI to make its suggestions. GitHub Copilot is a cloud-based artificial intelligence tool developed by GitHub and OpenAI to assist users of Visual Studio Code, Visual Studio, Neovim. You can enable, configure, or disable GitHub Copilot in a supported IDE. In the presentation (video below) I showed how while I was editing in Visual Studio Code with Copilot enabled, it suggested tidyverse functions for cleaning a data set, and even the code for performing an analysis of variance: The level of intelligence among chatbots varies. We’re bringing fully integrated AI-powered Copilot chat experiences to Visual Studio. If you haven't come across Copilot before, it's like an AI-based pair programmer that suggests new lines of code, and perhaps entire functions, based on context. Copilot is currently available to select applicants as an extension in Visual Studio Code, the flagship. It was my great pleasure to present last week to the NYC Data Hackers on the topic of Copilot for R.
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