Codeless Options, Code Generators, Drag n' Drop
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AI options allow users to create applications without writing any code. This is often done through the use of visual programming languages, which allow users to create programs by dragging and dropping pre-built components. AI can be used to power these visual programming languages by providing features such as code completion and syntax highlighting. Some examples:
- Google AppSheet: allows users to create custom mobile apps and web apps without writing any code. AppSheet is a low-code platform that allows users to create custom mobile and web apps without writing any code. It offers a drag-and-drop interface, as well as a number of code generation features. The drag-and-drop interface allows users to create apps by simply dragging and dropping pre-built components onto a canvas. This makes it easy to create apps with a variety of features, such as lists, forms, maps, and charts. AppSheet also offers a number of code generation features. For example, users can generate code to create database tables, API endpoints, and user interfaces. This can be useful for users who want to have more control over the code that is generated for their apps.
- Microsoft Power Apps: allows users to create custom apps, portals, and workflows. a low-code platform that allows users to create custom canvas and model-driven apps without writing any code. It offers both drag-and-drop and code generation features. The drag-and-drop interface allows users to create canvas apps by simply dragging and dropping pre-built controls onto a canvas. This makes it easy to create apps with a variety of features, such as lists, forms, maps, and charts. Power Apps also offers a number of code generation features. For example, users can generate code to create database tables, API endpoints, and user interfaces. This can be useful for users who want to have more control over the code that is generated for their apps. In addition, Power Apps offers a number of features that make it easy to generate code for specific tasks, such as creating business process flows or integrating with other Microsoft products.
Code generators generate code from natural language descriptions or visual representations. This can be useful for automating tasks such as creating database tables or generating API code. AI can be used to power code generators by using natural language processing techniques to understand the user's intent. Copilot
- Copilot: is a code completion tool that uses artificial intelligence to generate code suggestions based on the context of the code that the user is writing. It is available as an extension for popular IDEs such as Visual Studio Code and Neovim. Copilot can generate code in a variety of programming languages, including Python, JavaScript, and Java. One of the unique aspects of Copilot is that it can generate code from natural language descriptions. This can be helpful for users who are not familiar with the programming language they are using, or for users who are trying to generate code for a new and unfamiliar task.
- TabNine: is another code completion tool that uses artificial intelligence to generate code suggestions. It is available as an extension for popular IDEs such as Visual Studio Code and Sublime Text. TabNine can generate code in a variety of programming languages, including Python, JavaScript, and Java. One of the unique aspects of TabNine is that it can generate code snippets and multi-line completions. This can be helpful for users who are trying to generate code for a complex task.
- Kite: is a code completion tool that uses artificial intelligence to generate code suggestions, as well as documentation and examples. It is available as an extension for popular IDEs such as Visual Studio Code and PyCharm. Kite can generate code in a variety of programming languages, including Python, JavaScript, and Java. One of the unique aspects of Kite is that it can generate documentation and examples for the code that it suggests. This can be helpful for users who are learning a new programming language or who are trying to understand how to use a particular library or framework.
- Deepcode: is a code analysis tool that uses artificial intelligence to identify potential bugs and security vulnerabilities in code. It is available as a standalone tool or as an extension for popular IDEs such as Visual Studio Code and PyCharm. Deepcode can analyze code in a variety of programming languages, including Python, JavaScript, and Java. One of the unique aspects of Deepcode is that it can identify potential bugs and security vulnerabilities that are difficult to find using traditional code analysis tools.
Drag-and-drop interfaces allow users to create applications by dragging and dropping pre-built components. This is often used to create web pages and mobile apps. AI can be used to power drag-and-drop interfaces by providing features such as intelligent component placement and automatic code generation.
- Wix: is one of the most popular drag-and-drop website builders, with over 200 million users worldwide. It offers a wide range of templates and design options, as well as a number of features that make it easy to create and manage a website, such as e-commerce, email marketing, and SEO tools. Wix also offers a robust community forum and support center, where users can get help with creating and maintaining their websites.
- Thunkable: is a drag-and-drop mobile app builder that allows users to create both iOS and Android apps without writing any code. It offers a wide range of components and features, such as geolocation, push notifications, and social media integration. Thunkable also offers a number of tutorials and resources to help users learn how to create mobile apps.
- Bubble: is a no-code development platform that allows users to create web applications without writing any code. It offers a wide range of components and features, such as databases, workflows, and user authentication. Bubble also offers a number of tutorials and resources to help users learn how to create web applications.
- Uizard: is a no-code website builder that allows users to create websites without writing any code. It offers a unique drag-and-drop interface that makes it easy to create and customize websites. Uizard also offers a number of features that make it easy to manage a website, such as SEO tools and analytics.
- Glide: is a no-code app builder that allows users to create mobile apps without writing any code. It offers a wide range of components and features, such as lists, forms, and maps. Glide also offers a number of tutorials and resources to help users learn how to create mobile apps.
Uber Ludwig - Python Library
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- Introducing Ludwig, a Code-Free Deep Learning Toolbox | Piero Molino, Yaroslav Dudin, and Sai Sumanth Miryala - Uber Engineering
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