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Category Programming

Mojo a new programming language for all AI developers

Modular, an AI infrastructure company, has unveiled a new programming language called Mojo for AI developers, combining full Python compatibility with advanced low-level programming features and the ability to harness GPUs and other AI accelerators. The language uses MLIR, the Multi-Level Intermediate Representation compiler framework, to provide low-level systems programming and advanced compilation features.

Mojo was designed to bridge the gap between research and production, leveraging Python syntax as well as systems programming and compile-time metaprogramming. Modular claims that Mojo is faster than C++, more hackable than Nvidia’s CUDA, and as safe as Rust. The language aims to offer an innovative programming model for machine learning accelerators while supporting general-purpose programming.

Mojo is intended to be a superset of Python and is fully compatible with existing Python programs. The language supports Python core features such as async/await, error handling, and variadics, with the exception of classes, which are not yet supported. The goals of the language include:

  • Full compatibility with the Python ecosystem
  • Predictable low-level performance and control
  • The ability to deploy code subsets to accelerators
  • Avoidance of ecosystem fragmentation

The Mojo standard library, compiler, and runtime are not yet available for local development. However, Modular has provided a hosted development environment called the Mojo Playground for developers to test and experiment with the language, requiring sign-up for access.

Mojo’s roadmap includes features such as tuple support, keyword arguments in functions, improved package management support, and standard library features like canonical arrays and dictionary types. Additionally, the language aims to provide full support for dynamic features in Python classes and C/C++ interoperability.

Mojo represents an exciting development for AI developers looking for a high-performance and flexible tool to accelerate their research and production, while leveraging the strengths of Python and advanced low-level programming features.

LANGUAGES TIME (S) * SPEEDUP VS PYTHON
PYTHON 3.10.9 1027 s 1x
PYPY 46.1 s 22x
SCALAR C++ 0.20 s 5000x
MOJO 🔥 0.03 s 35000x

*Algorithm – Mandelbrot | Instance – AWS r7iz.metal-16xl – Intel Xeon

Pynecone

Introducing Pynecone: The Full-Stack Python Framework for Easy Web App Development and Deployment

Are you looking for a Python framework that makes it easy to build and deploy web apps quickly? Look no further than Pynecone!

Released in December 2022, Pynecone is a full-stack Python framework that requires Python 3.7+ and Node.js 12.22.0+. But don’t worry, you’ll never have to write any JavaScript!

As of March 2023, Pynecone is in the Public Beta stage. This means that it’s stable enough for non-enterprise use-cases, but there may still be some issues. However, the team behind Pynecone is actively working to resolve any issues that arise.

In addition to the Public Beta, there’s also a Public Hosting Beta available. This means that you can deploy and host your own apps on Pynecone! And if you’re not quite ready for the Public Beta or Hosting Beta, you can still install and use Pynecone during the Public Alpha stage.

But Pynecone isn’t just stable and easy to use – it’s also constantly improving. With new releases and features coming every week, you’ll want to make sure you star and watch the repository to stay up to date.

Getting Started with Pynecone

Ready to get started with Pynecone? Here’s what you need to do:

  1. Make sure you have Python 3.7+ and Node.js 12.22.0+ installed.
  2. Install Pynecone using pip: pip install pynecone
  3. Check out the Pynecone README for information on how to use the framework.

It’s that easy! With Pynecone, you can build and deploy web apps in minutes.

Why Choose Pynecone?

So why should you choose Pynecone for your next web app project? Here are just a few reasons:

  • Easy to Use: Pynecone is designed to be easy to use, even for beginners.
  • Full-Stack Framework: With Pynecone, you get a complete set of tools for building and deploying web apps.
  • Python-Based: If you’re a Python developer, Pynecone is the perfect framework for you.
  • Active Development: Pynecone is constantly improving, with new releases and features added every week.

Ready to try Pynecone for yourself? Install the framework today and start building and deploying web apps in minutes!