Fast Libraries

FastAPI is a modern, fast (high-performance), web framework for building APIs with Python 3.8+ based on standard Python type hints. The key features are: * estimation based on tests on an internal de…

Iris is a fast, simple yet fully featured and very efficient web framework for Go. It provides a beautifully expressive and easy to use foundation for your next website or API. Some of the features I…

✨ It just works. ✨ If you want to have a private repository, GitHub won't allow you to simply fork it as it doesn't allow changing the visibility of forks. But you can do the following: After cloning…

Jina provides a smooth Pythonic experience for serving ML models transitioning from local deployment to advanced orchestration frameworks like Docker-Compose, Kubernetes, or Jina AI Cloud. Jina makes…

This project is currently being restructured, don't use it right now, hold for a bit. In the next couple of months it will be ready. 😎 🚀 Some of the future new features and changes: Generate a backen…

Albumentations is a Python library for image augmentation. Image augmentation is used in deep learning and computer vision tasks to increase the quality of trained models. The purpose of image augmen…

SQLModel is a library for interacting with SQL databases from Python code, with Python objects. It is designed to be intuitive, easy to use, highly compatible, and robust. The key features are: Here'…

🎥 Demo: 🐳 Docker: 🐙 Docker Compose: Ensure you have Docker Desktop installed, WSL2 configured, and enough free RAM to run models. LLaMA will crash if you don't have enough available memory for the mo…

Setting up Serge is very easy. Starting it up can be done in a single command: Make sure you have docker desktop installed, WSL2 configured and enough free RAM to run models. (see below) Currently th…

Atri is a general purpose framework that can be used to build everything from e-commerce websites to internal apps. The static instances of the web apps created using Atri have been deployed at the b…

State-of-the-art Deep Learning library for Time Series and Sequences. If you plan to develop tsai yourself, or want to be on the cutting edge, you can use an editable install. First install PyTorch, …

You can run all the tests with: Execute the following command to apply linting and check typing: You can serve the documentation locally with the following command: This project is licensed under the…

适用于个人、组织或团队的 ChatGPT 共享方案。共享一个 ChatGPT Plus 账号给多人使用，提供完善的管理和限制功能。 本项目仅供学习和研究使用，不鼓励用于商业用途。您应当知悉使用本项目可能会违反相关用户协议，并了解相关的风险。我们不对任何因使用本项目而导致的任何损失负责。 如果觉得本项目对您有帮助，欢迎通过扫描下方赞赏码捐助项目 :)

Python GraphQL library based on dataclasses The quick start method provides a server and CLI to get going quickly. Install with: To run the debug server run the following command: This will open Grap…

This repo contains the following main components: The following are cases of community use: 🎈 Thanks for your help improving the project! We are so happy to have you! Licensed under either of Unless …

Instantly turn your Python functions into production-ready microservices. Deploy and access your services via HTTP API or interactive UI. Seamlessly export your services into portable, shareable, and…

To install DocArray from the CLI, run the following command: New to DocArray? Depending on your use case and background, there are multiple ways to learn about DocArray: This is particularly benefici…

To run the web application in debug use: If you run into the following error in your docker container: Ensure the DATABASE_URL variable is set correctly in the .env file. It is most likely caused by …

In addition to cross-language serialization, Fury also features at: Different scenarios have different serialization requirements. Fury designed and implemented multiple binary protocols for those re…

Optionally you can now use environment variables to override values per execution or per environment.

🚨 These tags are no longer supported or maintained, they are removed from the GitHub repository, but the last versions pushed might still be available in Docker Hub if anyone has been pulling them: T…

You can generate models from a local file. These OSS projects use datamodel-code-generator to generate many models. See the following linked projects for real world examples and inspiration. You can …

Contributions are encouraged and always welcome! If you like to add or update projects, choose one of the following ways:

In their own words: 💬 Rasa is an open source (Python) machine learning framework to automate text- and voice-based conversations: NLU, dialogue management, connect to Slack, Facebook, and more - Crea…

In addition to cross-language serialization, Fury also features at: Different scenarios have different serialization requirements. Fury designed and implemented multiple binary protocols for those re…

A cookiecutter template for bootstrapping a FastAPI and React project using a modern stack. It is often laborsome to start a new project. 90% of the time you have to decide how to handle authenticati…

Build apps —effortlessly and quickly ⚡. It simplifies Pythonic development for everything from backends to frontends (yes, visually 🦚stunning frontends in Python!), AI integrations, APIs, and beyond—…