Question: How can I convert my Python functions into web-based applications without requiring extensive web development knowledge?

If you want to turn your Python functions into web apps without a lot of web programming expertise, Gradio is a great option. Gradio is a Python library that lets you rapidly develop and share machine learning apps and demos with a user-friendly interface. It converts your Python functions into interactive web-based demos with its Interface class and supports a variety of input and output formats like text, images and numbers. With more than 30 pre-built components, Gradio comes with features like queuing for multiple users, streaming outputs and inputs, and customizable styling, so it's a good option for people who know Python and want to build interactive web apps without a lot of web programming expertise.

Another option is Replit, a cloud-based environment that lets developers write, share and deploy software. Replit can deploy software written in any programming language without any setup or downloads. It comes with collaboration tools, AI code generation, code completion, debugging and deployment options, so it's good for a wide range of software, including websites and internal tools. Its instant environments for forking and running large codebases and mobile and desktop apps for coding on the go make it a good option for rapid development and deployment.

If you're looking for a more all-purpose tool that combines multiple services, you might want to check out Pipedream. Pipedream lets developers build complex apps that span their stack of services. It's got low-level code control and no-code interfaces, so you can easily integrate with more than 2,100 APIs with npm and PyPI packages. With features like instant deployment, access to a broad range of APIs and built-in services, Pipedream is a good environment for deploying your custom logic with Python, Node.js, Go or Bash.

Last, Bricabrac is a no-code system that turns text prompts into web apps with no programming knowledge. It comes with a no-code editor for customization and can host generated apps for free. Bricabrac uses the GPT-4 AI engine to build fully responsive interfaces and offers free web app hosting and code exports. This platform is great for building web-based tools, games and other projects with a minimum of effort.