this post was submitted on 18 Nov 2024
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Taipy (4.0) - open-source Python framework for Data & AI Web Applications (lemmy.world)
submitted 2 weeks ago by Rym@lemmy.world to c/selfhosted@lemmy.world
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Hi all, I am new at Lemmy, πŸ‘‹πŸ»

I'm one of the contributors to Taipy, an open-source Python Data & AI web application builder.

Glad to receive feedback and even a few contributors! 😊

https://github.com/Avaiga/taipy

Taipy 4.0 just launched! It's similar to tools like Streamlit, Gradio, Dash, Reflex, etc., but with some unique twists.

Recap about Taipy

Taipy is an open-source Python framework designed to simplify the creation of data-driven web applications. It provides powerful tools for data scientists and engineers to build GUIs and manage complex scenarios without needing extensive front-end development skills. Whether you're creating dashboards, chatbots, or any other type of interactive data application, Taipy aims to make the process as intuitive as possible.

Key features in Taipy 4.0:

  • Enhanced Integrations: Improved compatibility with platforms like Databricks, Snowflake, and Dataiku, making data-driven application building smoother than ever.
  • Databricks Technology Partner: Officially validated as a Databricks Technology Partner, allowing for seamless orchestration and visualization of data.
  • UI & Scenario Management Improvements: Significant upgrades to our GUI and scenario management tools for a more intuitive experience.
  • Backend Performance Boosts: Major backend optimizations for faster, more efficient apps.

A look back at Taipy 3.0:

  • Taipy Studio: Graphical editor for managing configuration elements, stored in TOML for runtime use.
  • Python Page Builder API: Everything in Python, including Markdown support.
  • Scenario Management Controls: Graphically interact with Data Nodes, Jobs, and Scenarios.
  • Scheduler: Automate your tasks, let Scheduler handle the runs.
  • Style Kit: Customize your app's look with our cascading stylesheets.
  • Broadcast Updates: Keep every connected user in sync for live monitoring.

Fully open-source (Apache-2) and continuously evolving. Come check it out, and let us know what you think!

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[–] filister@lemmy.world 1 points 2 weeks ago

This looks pretty cool, I will give it a try. I am using Streamlit at the moment and I am quite content with it.