The 3 Best Python Frameworks To Build UIs for AI Apps

AI Developer Tools Design Tools

Tailwind CSS Landing Page
1

Tailwind CSS

A utility-first CSS framework for rapidly building custom user interfaces.
Pricing:
- Open Source
FastHTML allows developers to build modern web applications entirely in Python without touching JavaScript or React. As its name implies, it is quicker to begin with FastHTML. However, it does not have pre-built UI components and styling. Getting the best out of this framework requires the knowledge of HTMX and UI styling using CSS libraries like Tailwind and Bootstrap.

#Developer Tools #Design Tools #Website Design 1012 social mentions
Ollama Landing Page
2

Ollama

The easiest way to run large language models locally
Pricing:
- Open Source
Local LLM tools like LMStudio or Ollama are excellent for offline running a model like DeepSeek R1 through an app interface and the command line. However, in most cases, you may prefer having a UI you built to interact with LLMs locally. In this circumstance, you can create a Streamlit UI and connect it with a GGUF or any Ollama-supported model.

#AI #Developer Tools #LLM 126 social mentions
lmstudio.ai

3

LM Studio

Discover, download, and run local LLMs

Local LLM tools like LMStudio or Ollama are excellent for offline running a model like DeepSeek R1 through an app interface and the command line. However, in most cases, you may prefer having a UI you built to interact with LLMs locally. In this circumstance, you can create a Streamlit UI and connect it with a GGUF or any Ollama-supported model.

#AI #AI Tools #Developer Tools 10 social mentions
Jupyter Landing Page

4

Jupyter

Project Jupyter exists to develop open-source software, open-standards, and services for interactive computing across dozens of programming languages. Ready to get started? Try it in your browser Install the Notebook.

Showcase and share: Easily embed UIs in Jupyter Notebook, Google Colab or share them on Hugging Face using a public link.

#Data Science And Machine Learning #Data Science Tools #Data Science Notebooks 216 social mentions
Hugging Face Landing Page

5

Hugging Face

The AI community building the future. The platform where the machine learning community collaborates on models, datasets, and applications.

Gradio is an open-source Python library from Hugging Face that allows developers to create UIs for LLMs, agents, and real-time AI voice and video applications. It provides a fast and easy way to test and share AI applications through a web interface. Gradio offers an easy-to-use and low-code platform for building UIs for unlimited AI use cases.

#AI #Social & Communications #Chatbots 295 social mentions
htmx Landing Page
6

htmx

high power tools for HTML
Pricing:
- Open Source
FastHTML allows developers to build modern web applications entirely in Python without touching JavaScript or React. As its name implies, it is quicker to begin with FastHTML. However, it does not have pre-built UI components and styling. Getting the best out of this framework requires the knowledge of HTMX and UI styling using CSS libraries like Tailwind and Bootstrap.

#Software Development #Javascript UI Libraries #JavaScript 117 social mentions
Chat by Stream Landing Page
7

Chat by Stream

Build and ship in app messaging in a few hours
Pricing:
- Open Source
Computer vision: In this category, you can build AI apps for text and image classification in a chat messaging app, video classification in a conferencing app like Zoom, and Text-to-video generation.

#Communication #Chat SDK #Messaging 20 social mentions
Bootstrap Landing Page
8

Bootstrap

Simple and flexible HTML, CSS, and JS for popular UI components and interactions
Pricing:
- Open Source
FastHTML allows developers to build modern web applications entirely in Python without touching JavaScript or React. As its name implies, it is quicker to begin with FastHTML. However, it does not have pre-built UI components and styling. Getting the best out of this framework requires the knowledge of HTMX and UI styling using CSS libraries like Tailwind and Bootstrap.

#Developer Tools #Design Tools #Web Frameworks 362 social mentions
Colaboratory Landing Page
9

Colaboratory

Free Jupyter notebook environment in the cloud.
Pricing:
- Open Source
Showcase and share: Easily embed UIs in Jupyter Notebook, Google Colab or share them on Hugging Face using a public link.

#Development #AI #Data Collaboration 224 social mentions