Taipy
reflex
Taipy | reflex | |
---|---|---|
16 | 76 | |
8,812 | 16,909 | |
11.8% | 8.2% | |
9.9 | 9.9 | |
about 3 hours ago | 7 days ago | |
Python | Python | |
Apache License 2.0 | Apache License 2.0 |
Stars - the number of stars that a project has on GitHub. Growth - month over month growth in stars.
Activity is a relative number indicating how actively a project is being developed. Recent commits have higher weight than older ones.
For example, an activity of 9.0 indicates that a project is amongst the top 10% of the most actively developed projects that we are tracking.
Taipy
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Python Day 9: Building Interactive Web Apps without HTML/CSS and JavaScript
Taipy is an open-source Python library that enables data scientists and developers to build robust end-to-end data pipelines.
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+10 Resources to Empower Women in Technology
Iβve been working in tech for more than five years. I started as a Data Scientist, and now Iβm exploring and loving the DevRel π₯ role for Taipy. Needless to say, evolving in the tech scene has been a ride full of ups, downs, and everything in between.
- Show HN: Building data and AI apps, an alternative to Streamlit
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Our open-source project for building AI / Data full-stack apps got funded! π π
In 2022, we first launched Taipy as an open-source project (do check out our GitHub Page), followed by the Enterprise version later that year.
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Plotting 1,000,000 points on a webpage using only Python
Hey guys! I work at Taipy; we are a Python library designed to create web applications using only Python. Some users had problems displaying charts based on big data, e.g., line charts with 100,000 points. We worked on a feature to reduce the number of displayed points while retaining the shape of the curve as much as possible and wanted to share how we did it. Feel free to take a look here:
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Show HN: Taipy β Turns Data and AI algorithms into full web applications
What is the business model for https://www.taipy.io/, https://streamlit.io/, or https://www.gradio.app/? These are nice tools - but how will the sponsoring businesses support themselves? I didn't see any mention of enterprise plans, etc. Is the answer simply that "we've not announced our revenue model yet"? What should one expect?
- Taipy for Data and AI algos web apps building
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TaiPy - Some quirks
I am not going to have a tutorial on how to use it, their website has a decent documentation on how to get started. I will be documenting the difficulties and little quirks that I had to figure out about TaiPy when applying it to a bigger project.
- Taipy, your web application builder. Pure Python
- A quick tutorial on how to easily create Web Apps using only Python
reflex
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Designing a Pure Python Web Framework
Hey thanks for the feedback. We're working on relaxing our dependencies [1] to make reflex more compatible. Do you remember what libraries you had the conflict with?
[1] https://github.com/reflex-dev/reflex/pull/2796
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Show HN: Hyperdiv β Reactive, immediate-mode web UI framework for Python
Thanks! Pue looks cool, thanks for sharing. I see some similarities to https://reflex.dev in terms of providing a declarative dom expression language with built-in conditionals and loop primitives.
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Embracing Modern Python for Web Development
In the dynamic world of web development, Python has emerged as a dominant force, especially in backend development β the primary focus of this blog post. Although it's worth mentioning that there are ongoing efforts to use Python for the frontend as well, like Reflex (previously known as Pynecone, they presumably had to change their name because of Pinecone vector database), which even garnered support from Y Combinator. Samuel Colvin (creator of Pydantic) is also working on FastUI (he literally just released the first version in December 2023).
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Show HN: Taipy β Turns Data and AI algorithms into full web applications
They have a ready to use LLM chat App, which makes it more likely I will check it out.
https://github.com/reflex-dev/reflex
- Reflex v0.3.2 is released
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Build a chatbot to interact with your Pandas DataFrame using Reflex
We will use Reflex to build this chatbot.
- Reflex: Web Apps in Pure Python
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Build an OCR app using fullstack Python Framework Reflex
To learn more about Reflex, you can read here: https://reflex.dev/
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Build a Text Summarization app using Reflex (Pure Python)
Reflex is an open-source, full-stack Python framework that makes it easy to build and deploy web apps in minutes. You have most of the features of a frontend library like Reactjs and a backend framework like Django in one with ease in development and deployment. All while developing in a single language PYTHON.
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ππ 23 issues to grow yourself as an exceptional open-source Python expert π§βπ» π₯
Repo : https://github.com/reflex-dev/reflex
What are some alternatives?
Prefect - The easiest way to build, run, and monitor data pipelines at scale.
flet - Flet enables developers to easily build realtime web, mobile and desktop apps in Python. No frontend experience required.
dagster - An orchestration platform for the development, production, and observation of data assets.
nicegui - Create web-based user interfaces with Python. The nice way.
prefect-deployment-patterns - Code examples showing flow deployment to various types of infrastructure
streamlit - Streamlit β A faster way to build and share data apps.
gradio - Build and share delightful machine learning apps, all in Python. π Star to support our work!
django-unicorn - The magical reactive component framework for Django β¨
Taipy-GPT4-Demo - GPT-4 Chat Web App created in 80 lines of Python using Taipy
dash - Data Apps & Dashboards for Python. No JavaScript Required.
Mage - π§ The modern replacement for Airflow. Mage is an open-source data pipeline tool for transforming and integrating data. https://github.com/mage-ai/mage-ai
air - βοΈ Live reload for Go apps