This article introduces Streamlit, a Python library for building data dashboards, as a solution for Python programmers to create graphical front-ends without needing to delve into CSS, HTML, or JavaScript. The author, a seasoned data engineer, explains how Streamlit and similar tools enable the creation of attractive dashboards, marking a shift from traditional tools like Tableau or Quicksight. This piece serves as the first in a series focusing on Streamlit, with future articles planned on Gradio and Taipy. The author aims to replicate similar layouts and functionalities across dashboards using consistent data.
An article providing a detailed guide on how to set up and build basic workflows in ComfyUI, a node-based Gradio GUI for generative models, including installation, core nodes understanding, and tips for image generation.
An open-source project offering a functional RAG UI for document QA, suitable for both end-users and developers. It supports various LLM providers, is customizable, and offers multi-modal QA, citations, and complex reasoning methods.
Hugging Face launches Gradio 5, a major update to its popular open-source tool for creating machine learning applications, aimed at making AI development more accessible and secure for enterprises.
Mesop is a Python-based UI framework that allows you to rapidly build web apps like demos and internal apps. Easy to get started, fast iteration, and flexible & composable.
open-source LLM tools offer transparency, flexibility, cost-effectiveness, and heightened data security.
Learn how to build an application that might inspire your next road trip
