GitHub Trends

#python#api#async#asyncio#fastapi#framework#json#json_schema#openapi#openapi3#pydantic#python#python_types#python3#redoc#rest#starlette#swagger#swagger_ui#uvicorn#web FastAPI is a modern Python web framework for building fast, reliable APIs that is easy to learn and quick to code, making it ready for production use right away. It uses standard Python type hints, which means you get automatic data validation, fewer bugs, and great editor support with code completion and type checks. FastAPI also generates interactive documentation automatically, so you and your team can understand and test your API easily. The main benefit is that you can develop robust, high-performance APIs much faster and with less effort, while reducing errors and making your code easier to maintain[1][2][3]. https://github.com/fastapi/fastapi

#python#face_animation#image_animation#video_editing#video_generation LivePortrait is a tool that uses AI to animate still photos, making them look like videos. It works by identifying key facial features and adding realistic movements. This technology helps create lifelike videos that can be used for personalized communication. The benefit to users is that they can easily create engaging animated portraits from static images, which can be fun and useful for various applications like social media or storytelling. https://github.com/KwaiVGI/LivePortrait

#typescript#data_layer#local_first#signals#sqlite#state_management#sync_engine LiveStore is a powerful data layer for apps that uses a reactive SQLite database to manage and sync data instantly across devices, even offline. It replaces traditional state management tools like Redux by allowing you to query and update data reactively with real-time syncing via event-sourcing. It supports many platforms and UI frameworks, offers flexible data modeling, and handles merge conflicts automatically. This means your app can work smoothly offline, sync changes seamlessly, and stay fast and reliable. LiveStore helps you build high-performance, offline-first apps with easy debugging and evolution. https://github.com/livestorejs/livestore

#javascript Baileys is a TypeScript library that helps you interact with WhatsApp using WebSockets. It allows you to send and receive messages, media, and more in real-time without needing a browser. This library is lightweight and efficient, making it a good choice for projects that need to automate WhatsApp tasks. It supports multiple devices and is customizable, which means you can modify it to fit your needs. However, it's important to use it responsibly and follow WhatsApp's terms of service to avoid misuse. https://github.com/WhiskeySockets/Baileys

#kotlin#android#jetpack_compose#kotlin Now in Android is a real-world app built with Kotlin and Jetpack Compose, designed to show developers how to make modern Android apps using best practices. It lets you browse and follow news, videos, and articles about Android development, and notifies you about new content matching your interests. The app is open-source, so you can see how it’s built, learn from its architecture and modularization, and use it as a reference for your own projects. This helps you stay updated on Android news and improve your app-building skills by seeing how a professional app is structured and tested[2][4][5]. https://github.com/android/nowinandroid

#cplusplus#android#app_framework#cross_platform#ios#mobile#mobile_development#react#react_native React Native lets you build mobile apps for both iOS and Android using just one set of code, which saves a lot of time and effort compared to making separate apps for each platform. You use familiar JavaScript and React skills, and your app looks and feels like a native app on each device. Changes to your code show up quickly, so you can test and improve your app fast. This means you can get your app to users sooner, with less work and cost, and you can easily update or add new features as needed[1][3][5]. https://github.com/facebook/react-native

#rust#ai#ml#zk#zk_snarks#zkml DeepProve is a fast and efficient tool that uses zero-knowledge cryptography to prove that neural network inferences (like those from MLPs or CNNs) are done correctly without revealing any private data or the model itself. It speeds up verification significantly, for example, proving CNN inference 158 times faster and dense layers 54 times faster than previous methods. This technology is especially useful in fields like healthcare, finance, and blockchain, where privacy and trust are crucial, allowing you to verify AI results securely without exposing sensitive information or proprietary models. This means you get trustworthy AI verification while keeping data confidential. https://github.com/Lagrange-Labs/deep-prove

#rust#caldav#carddav#imap#jmap#mail#pop3#rust#server#smtp#webdav Stalwart is a secure, fast, and scalable open-source mail and collaboration server supporting all major email protocols (IMAP, SMTP, JMAP, POP3) plus calendar, contacts, and file sharing. It offers strong built-in spam and phishing protection, advanced message authentication (DMARC, DKIM, SPF), and flexible storage options. Designed for high availability and fault tolerance, it can scale from small setups to thousands of nodes without complex proxies. Its web-based admin interface and automation tools simplify management. Using Stalwart helps you control your email securely, improve collaboration, and reduce reliance on big tech, making your communication more private and reliable. https://github.com/stalwartlabs/stalwart

#tree_sitter_query#hacktoberfest#neovim#nvim_treesitter#tree_sitter Nvim-treesitter is a plugin for Neovim that makes it easy to use Tree-sitter, a modern parsing tool, for better syntax highlighting and code understanding in your editor[1][2]. It automatically installs and manages language parsers, so you don’t have to do it manually, and supports many programming languages out of the box. With nvim-treesitter, you get more accurate and faster syntax highlighting, smarter code navigation, and features like incremental selection, indentation, and code folding, all based on the actual structure of your code[4]. This means your code is easier to read and work with, and you can move around and edit code more efficiently. While some features are still experimental, using nvim-treesitter can greatly improve your coding experience in Neovim. https://github.com/nvim-treesitter/nvim-treesitter

#typescript#dashboard#f1#formula1#nextjs#realtime#rust#typescript f1-dash is a free, real-time Formula 1 dashboard that shows live race data like leaderboards, tire choices, lap times, gaps between drivers, and sector times. It helps you follow the race closely with detailed telemetry and timing information, making it easier to understand what's happening on track as it happens. You can also contribute to its development or support the creator. This tool benefits you by providing an interactive, up-to-date way to enjoy and analyze F1 races beyond just watching, enhancing your race experience with rich data insights[1][2][3]. https://github.com/slowlydev/f1-dash

#c_lang#c#drivers#gpl#hacktoberfest#kernel#operating_system#os#osdev#reactos#win32#win32api#windows#x86 ReactOS is a free, open-source operating system designed to be compatible with Windows applications and drivers, especially those for Windows Server 2003 and later versions. The latest version, 0.4.15, brings major improvements like better USB and driver support, enhanced system stability, 64-bit fixes, and new features in system tools such as Notepad and Paint. It can be tested safely on virtual machines and is ideal for users seeking a Windows-like experience without Microsoft’s software. ReactOS is still in alpha, so it’s best for testing, but it offers a promising alternative for Windows users wanting a free, open-source OS[1][2][3]. https://github.com/reactos/reactos

#typescript#embedding#mcp#telegram#telegram_bot This tool helps you search through Telegram chat records using advanced technology like vector search and semantic matching. It uses OpenAI's semantic vector technology to make your searches smarter and more accurate. This means you can find messages more easily and quickly. It's beneficial because it saves time and helps you find important information in your chats. To use it, you need to install it on your computer by following some steps, and then you can access it through a local website. https://github.com/groupultra/telegram-search