Taipy
p/taipy
Build Python Data & AI web applications
Chris Messina
Taipy 3.0 โ€” Build powerful data and AI apps in pure Python
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Taipy is an open-source Python library for building data and AI web apps.

As an alternative to Streamlit, it's designed for data scientists and Python web developers โ€” no background in web development required!
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Maker
๐Ÿ“Œ

Hi Product Hunt!

Rym, Community Manager at Taipy here. Joined Taipy a few months ago and discovered the nice story of Taipy.

Taipy founders Vincent Gosselin and Albert Antoine, with extensive backgrounds in leading software companies (working with Samsung, TSMC, Global Foundries, Carhartt, etc.), transitioned from Java to Python, driven by Python's increasing prominence in IT.

This challenge came from frustration with the difficulty of bringing AI algorithms to the end-users. A focus was placed on Data Science Applications with insufficient consideration for end-users' needs, including customized interfaces, what-if analysis, scenario management, business KPI monitoring, and collaborative tools.

Since then, they gathered a team of experimented engineers to develop a whole new library that could meet their needs.

Taipy came to life as an open-source (and will always be) library for building data and AI web apps front-end & back-end in the Python ecosystem.

Designed for data scientists and Python web developers, it helps create interfaces such as Chatbots, LLM-based data-driven applications, dashboardsโ€ฆ etc., without requiring any background in web development such as HTML, CSS, PH, JS!

Lately, such as Goku leveling up to its Super Saiyan third stage, our application builder has improved with many new features.

โ˜ Deploy, Host, and Share your applications on our Taipy Cloud within a few clicks.

๐Ÿ—ฃ Explore your datasets using only natural languages with our LLM-based application: TalkToTaipy.

๐Ÿ“Š Create and manage configuration elements with a graphical editor: Taipy Studio, and store them in - TOML files that your Taipy Application can load at runtime.

๐Ÿ Develop entirely in Python besides Markdown with the Python Page Builder API.

๐ŸŽ› Select and interact graphically with entities such as Data Nodes, Jobs, and Scenarios using the Scenario Management Controls.

๐Ÿ“ถ Broadcast your Application variable updates to every connected user so that all of them visualize the same information. This is specifically relevant when monitoring live global data.

โŒ› Schedule all your tasks, no need to stay up all night long to run them; the Scheduler will do it for you.

๐Ÿ’„Solidify your application's general look and feel with predefined cascading stylesheets grouped in what is called the Style kit.

๐Ÿ—บ New charts have joined the long list of Plotly charts accessible from Taipy such as the TreeMap and the Waterfall chart.

๐Ÿ’ป Get started with Taipy in the best way ever by using a comfortable environment to via the CLI (Command Line Interface). You can now create, display, manage, and run scenarios from the GUI page with unparalleled ease.

๐Ÿ“š Version your applications: Create, manage, and migrate different versions of your Taipy applications effortlessly, eliminating the complexities of version control that have often posed challenges with the brand-new Application Versioning feature included in the CLI.

Weโ€™re excited to build a world where data scientists, and Python developers can focus on their data, interact with them, reveal them and be able to share their work efficiently and easily without being forced to learn new skills in web development.

๐Ÿ‘Š Learn more about Taipy, contribute, and stay tuned on our GitHub repo

๐Ÿ‘Š Join our community and engage with us on Discord

๐Ÿ‘Š Get started with our Documentation

Ghost Kitty
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@raj_singhh thank you
@shivam_tiwari24 Thank you for them. They're too busy working on the coming release to come on Product Hunt now :)
@iliyasu_idris thank you ๐Ÿ˜Š๐Ÿ™๐Ÿป
Frank Sondors
Not a developer, but my CTO said it's a great product that could be used in the future by us! We've also launched!
@franksondors Ow, thanks to your CTO, feel free to join our community on Discord and discuss with our engineers :)https://discord.com/invite/SJyz2... They may be able to help on your projects ;)
Sohidul Islam
Best open-source Python library Congrats @jean_robin_medori
Ramya Bhaskar
great product! Best wishes :) upvoted. btw we have also launched today !
Garen Orchyan
Looks so great. Big congratulations on the launch team, best of luck to you today โค๏ธ๐Ÿฆ„
@orchyan thank you, that's awesome...
Matija Sosic
congrats on the launch!
@matijash thank you :)
Nevo David
Taipy is amazing, really a gamechanger in the world of data and AI apps
Sunday Segun
So impressive!
Hai Ta
That's really helpful for those who have no experience with development! It allows everyone to be a developer. Great job guys!
@hai_ta1 Thanks, stay tuned, a great integration is planned for the coming release that would enhance even further those who haven't got experience with development. Taipy is developed for people who have no background in web development ;)
Alex Dulub
Hi Rym, It's fascinating to see how Taipy simplifies the complex process of bringing AI algorithms to end-users. The focus on user experience without needing web development expertise seems like a game-changer for data scientists and Python developers. I'm curious, what sort of feedback have you received from early adopters about the natural language feature in TalkToTaipy? It sounds incredibly intuitive! Keep up the great work; the Python community definitely needs tools like this. Cheers!
@alex_dulub Indeed we really aim to focus on end-user. We have an article written by our founder here if you want to know more about how we're working on this : https://www.taipy.io/posts/bring...
Sarani jaya
Good product thank you good luck
@sarani_jaya1 ๐Ÿ™๐Ÿปโ˜บ๏ธ
Moshiur Rahman
Thank you for sharing! I'm glad you found the idea interesting. Good luck with your endeavors!
md robel
I am not seeing my tables updating properly when i make changes to their structure but why i facing this
@md_robel1 hey, you should join us on Discord and discuss with our engineers team about your issues https://discord.com/invite/SJyz2...
md robel
Taipy Cloud has been intricately woven into the fabric of the Web3 ecosystem. Whether you are in the process of developing decentralized applications (dApps) or embarking on a journey to explore the realm of blockchain technology, Taipy Cloud's infrastructure has been meticulously crafted to cater to the distinct needs of Web3 applications.
Germรกn Merlo
Hey @jean_robin_medori, loving the sound of this product launch! You know what they say, Python makes everything better. Congrats on creating such a powerful tool! Keep slaying those codes and making our lives easier. Looking forward to trying it out soon!
@german_merlo1 thanks for your support.You're more than welcome to reach out to our team as well as the community on Discord: https://discord.com/invite/SJyz2...
Monier Chowdhury
why doesn't Taipy work the same in Notebooks?
Florian Jacta
@monier_chowdhury It does not work the same in Notebooks because Notebooks doesn't work the same as Python scripts. When a server is run in a Notebook, it is hard to close it without using the "Stop Kernel" so Taipy provides other options to stop it and to change the pages in real-time. The Data Management and pipeline execution is different because how paths are managed and because multi-process is hard within Notebook
Md Sagor
@rym_michaut @jean_robin_medori How does Taipy backend and Taipy frontend work together?
Florian Jacta
@rym_michaut @jean_robin_medori @md_sagor28 Taipy handles easily data and scenario management (scenarios are executions of pipelines kept over time). You can either handle all of this through simple Python code or use pre-built visual elements in your UI to see your data, preview it, change it, run pipelines and compare results.
Itoro Victor
Wow a big congratulations on the launching of this
@victor07 thank you :)
Nathan ๐Ÿ”ธ Tarbert
Congratulations on the launch Taipy!
@nathan_tarbert thank you ๐Ÿ™๐Ÿปโ˜บ๏ธ
Andy Davis
ngl Goku lured me in and got the upvote; i'll look at the product tonight :)