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AI · alternatives · 2026

24 alternatives to Taipy: Building data and AI apps, an alternative to Streamlit

Hello, HN community! This is the first time I’m doing a Show HN, and I'm excited to introduce the library I've been working and believing in for the last year, Taipy! This Python library was created to make building complete applications on data science and ML projects easier and so more accessible to end-users. Basically, it allows any data scientist to build a production-ready application and stop being stuck at the pilot stage. It’s all Python making having to do the job of creating and deploying the app a one to two person job instead of going for specialized developers that are…

Taipy is a Python library for building production-ready data science and machine learning applications. It allows data scientists to create complete web applications without specialized developers, handling deployment… Below are 24 products that do a similar job, ranked by how close each is in meaning and then by launch-day votes. Taipy: Building data and AI apps, an alternative to Streamlit launched in 2024; newer entries below may have overtaken it.

  1. 1
    Taipy 3.0▲299

    Build powerful data and AI apps in pure Python

    2024 · github.com · its alternatives →

  2. 2

    Turns Data and AI algorithms into production-ready web applications in no time. - Avaiga/taipy

    2023 · github.com · its alternatives →

  3. 3
    Taipy▲7

    Build production-ready web application in no time

    2023 · taipy.io · its alternatives →

  4. 4

    Host, manage and deploy your Taipy web application

    2023 · taipy.io · its alternatives →

  5. 5SP

    Hi HN, Over the past 6 months I've been working on a technical book focused on helping aspiring data scientists to get hands-on experience with cloud computing environments using the Python ecosystem. The book is targeted at readers already familiar with libraries such as Pandas and scikit-learn that are looking to build out a portfolio of applied projects. To author the book, I used the Leanpub platform to provide drafts of the text as I completed each chapter. To typeset the book, I used the R bookdown package by Yihui Xie to translate my markdown into a PDF format. I also used Google docs…

    2020 · its alternatives →

  6. 6

    Hey HN! I built a local Python prototyping tool that is finally the Python development environment I've always wanted. It has a Jupyter notebook for data crunching, a database of your choice (Python or MongoDB), and a Streamlit app for building a frontend visualization. You can edit the Streamlit backend via an embedded VSCode editor, or locally on your own IDE. The best part for me is that the database connectors within Jupyter and Streamlit are configured out-of-the-box, so you don't need to spend time thinking about how to tie all that together - you can just pick the database you want to…

    2023 · github.com · its alternatives →

  7. 7

    Your home for data science and AI. The world's leading publication for data science, data analytics, data engineering, machine learning, and artificial intelligence professionals.

    2019 · towardsdatascience.com · its alternatives →

  8. 8
    Magniv▲100

    One line data science infra, Open-Source Python library

    2022 · its alternatives →

  9. 9DA

    Dear HN, I am Riwaj, the cofounder of dstack.ai (https://github.com/dstackai). A few months ago, we built an online service that allows users to publish data visualizations from Python or R. The idea was to build a tool that did not require additional programming or front-end development for publishing data visualizations. Such a code can be invoked from either Jupyter notebook, RMarkdown, Python, or R scripts. Once the data is pushed, it can be accessed via a browser. Open-sourcing dstack: During our customer discovery phase, we realized that dstack.ai should integrate a lot…

    2020 · its alternatives →

  10. 10

    Streamlit — A faster way to build and share data apps. - streamlit/streamlit

    2019 · github.com · its alternatives →

  11. 11

    Today I'm open sourcing "Grid studio", a web-based spreadsheet application with full integration of the Python programming language.

    2019 · hackernoon.com · its alternatives →

  12. 12

    A Python stream processing engine modeled after Yahoo! Pipes - nerevu/riko

    2016 · github.com · its alternatives →

  13. 13

    Turn python scripts into beautiful ML tools

    2019 · streamlit.io · its alternatives →

  14. 14

    Hey HN, I’m Jimmy, co-founder of Dropbase (https://www.dropbase.io). We are an internal tools builder for Python developers. All you have to do is import any Python scripts/libraries, declare UI components, and layer app permissions so you can share them with others. We’re a middle ground between Airplane and Retool—simpler UI creation than Airplane, more code-centered than Retool. UI building is declarative and you can bind Python scripts/functions to UI components. You can write Python scripts/functions using our App Studio with support from a Python Language…

    2023 · github.com · its alternatives →

  15. 15

    Bring AI to your database

    2023 · github.com · its alternatives →

  16. 16

    A little Python library for making simple Electron-like HTML/JS GUI apps - python-eel/Eel

    2018 · github.com · its alternatives →

  17. 17

    I started building a couple of years ago because I found no easy existing solution to build Slack bots that can be composed from/organized into plugins. Existing libraries like Bolt make it pretty easy to develop Slack bots, but hard to organize and scale the code base of your bot. I was also missing some crucial features such as scheduling actions for your bot. So I wrote my own framework! I recently rewrote the complete framework to make use of asyncio and the newest Slack SDK Let me know what you think!

    2022 · github.com · its alternatives →

  18. 18

    Achieving confident refactoring through experimentation with Python 2.7 & 3.3+ - joealcorn/laboratory

    2016 · github.com · its alternatives →

  19. 19

    Python library for creating data pipelines with chain functional programming - EntilZha/PyFunctional

    2017 · github.com · its alternatives →

  20. 20HH
  21. 21

    Hey HN! We're excited to share our new open-source project, Marvin. Marvin is a high-level library for building AI-powered software. We developed it to address the challenges of integrating LLMs into more traditional applications. One of the biggest issues is the fact that LLMs only deal with strings (and conversational strings at that), so using them to process structured data is especially difficult. Marvin introduces a new concept called AI Functions. These look and feel just like regular Python functions: you provide typed inputs, outputs, and docstrings. However, instead of relying on…

    2023 · github.com · its alternatives →

  22. 22

    All-pair set similarity search on millions of sets in Python and on a laptop - GitHub - ekzhu/SetSimilaritySearch: All-pair set similarity search on millions of sets in Python and on a laptop

    2018 · github.com · its alternatives →

  23. 23

    A generative AI pair programmer optimized for data science

    2023 · its alternatives →

  24. 24

    A container for dataclasses with multi-indexing and bulk operations. - joshlk/dataclassframe

    2020 · github.com · its alternatives →

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Ranked by how close each launch is in meaning, then by votes. Prices were read from each product’s own site when checked and can change. Refine with your own description →