A local React + FastAPI workbench for running the available SANA-Video 2B diffusers model on consumer GPUs. This repository contains only the UI and backend wrapper. It does not include model weights.

FastAPI stands out for speed, async support, and built-in validation, making it ideal for modern high-traffic APIs. Interviewers focus on concepts like ASGI, async behavior, and dependency injection, ...

Orpheus-FastAPI/ ├── app.py # FastAPI server and endpoints ├── docker-compose.yml # Docker compose configuration ├── Dockerfile.gpu # GPU-enabled Docker image ├── requirements.txt # Dependencies ├── ...

As a frontend developer, I continue working at the intersection of artificial intelligence and user interfaces. In my previous Medium article, Generative UI and CopilotKit for the Interfaces of the ...

In this guide, you will learn how to deploy a machine learning model as an API using FastAPI. We will create an API that predicts the species of a penguin based on ...

Create a simple UI for interacting with the AI model. For example, a chat interface for a chatbot. // pages/index.js import { useState } from 'react'; export default function Home() { const [input, ...

With AI Agents being the Talk of the Town, CopilotKit is an open-source framework designed to give you a holistic exposure to that experience. It facilitates the integration of AI copilots into ...

Article subjects are automatically applied from the ACS Subject Taxonomy and describe the scientific concepts and themes of the article. The “SmartGraph network-pharmacology investigation platform” (1 ...

When Python web frameworks like Flask and Django first rose to prominence, Python was a somewhat different language than it is today. Many elements of modern Python, like asynchronous execution and ...

Money may not grow on trees, but it does grow in GitHub repos. Open source projects produce the most valuable and sophisticated software on the planet, free for the taking, dramatically lowering the ...