![]() ![]() In the future, Ghostwriter will also include post-training quantization of weights, activation to int8 precision, optimized kernels for reduced latency, and, eventually, higher model accuracy. Features for learning new concepts, code analysis, and more will be available in the AI Mode. Replit aims to improve Ghostwriter’s features for better productivity and workflows. What’s next for Ghostwriter?Īt the time of writing, Ghostwriter is available for public use as part of Replit’s AI Mode, meaning you can use it in any of your REPLs regardless of the license. Depending on the license of your REPL, you retain the right of your REPLs. Replit only asks for feedback so it can improve the AI for you and for other users. Therefore, you can use the AI for critical purposes. Replit doesn’t share your code from the AI Mode features, and Ghostwriter is just a code recommendation tool. Ghostwriter’s code explanation feature boosts collaboration among teams because you can easily use it to check for code functionalities without dealing with the hassle of communication. With Ghostwriter as your pair programmer, you’ll eventually reduce your development time. Ghostwriter and the other AI Mode features are among the most significant upgrades to Replit over the years, especially for speedy development. It returns multiple results of code snippets from popular open source repositories that you can use in your project. With semantic search, you can enter a query for code and retrieve code results that match your query. Semantic search is one of the most useful features in Replit’s AI Mode. Select the code in your editor, and then choose the Explain Code feature, which presents an explanation of your specified line of code, function, or any other parts of your code. Powered by OpenAI’s codex, Replit offers an Explain Code button for code explanations: With Ghostwriter, you can describe the program’s behavior or function, and the AI returns the code for your app’s development. Replit introduced the “Generate code” feature in June 2022, featuring an AI that generates code from your word specification. With Ghostwriter, you can generate lines of code, functions, files, and programs. Ghostwriter suggests autocompletions for your code and functions for speedy development in a simple and interactive manner, similar to using a regular pair programming tool. Below are a few of the features Ghostwriter enables you to use in your code REPLs. ![]() But, it offers some improvements and features that you won’t find in other AI tools. Ghostwriter is similar to many other programming AI applications, some of which we’ll discuss later. Replit built Ghostwriter based on Salesforce’s Codegen by using Nvidia’s FasterTransformer and Triton server for highly optimized decoders, as well as the knowledge distillation process of the CodeGen model, from two billion parameters to a faster model of one billion parameters. Ghostwriter suggests your subsequent code by analyzing the previous lines you’ve written in the language and the packages you installed, among other things. Like Copilot, Ghostwriter is a paid service. As part of the Replit AI Mode, Ghostwriter was publicly released on 31 October 2022. Ghostwriter is rumored to be over twice as fast as GitHub’s Copilot AI, reducing much of the hassle of web development while increasing speed and productivity. The experience of working with Ghostwriter is similar to Replit’s Multiplayer mode, however, you collaborate with the AI as a pair programmer that recommends code to fit your use case. Ghostwriter is an AI engine for the online Replit IDE that helps with code autocompletion by recommending code based on your operations. We’ll also compare Ghostwriter to a few other code generation tools. In this article, we’ll explore Replit’s Ghostwriter, discuss its features, and learn how you can use Ghostwriter in your REPLs. Among other functions that aim to increase your productivity, AI Mode includes a machine learning-enabled pair programmer to complete your code. Replit is one of the most popular online-based IDEs, and in September 2022, it announced that it had added support for an AI Mode that incorporated modern AI into its IDE features. Since its debut, Copilot has garnered great popularity for its effectiveness. ![]() Since the advent of artificial intelligence (AI), developers in different fields have explored it for various use cases in October 2021, GitHub released the Copilot AI tool, which shipped with IDE extensions for code autocompletion. Find me on Twitter Exploring Ghostwriter, a GitHub Copilot alternative Ukeje Goodness Follow I am a data analyst who writes about cryptocurrencies and decentralized ledger technologies. ![]()
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