GitHub Trends

#other This book provides a systematic introduction to large language models (LLMs), covering topics like traditional language models, LLM architectures, prompt engineering, efficient parameter tuning, model editing, and retrieval-enhanced generation. It aims to be easy to read and rigorous, with monthly updates and a list of relevant papers. The book helps readers understand LLMs' principles and applications, making it beneficial for those interested in AI and NLP. It offers a structured learning path, which is useful for both beginners and advanced learners. https://github.com/ZJU-LLMs/Foundations-of-LLMs

#typescript#api_client#hub#huggingface#inference#machine_learning Hugging Face offers JavaScript libraries that let you easily use over 100,000 AI models for tasks like text generation, image creation, translation, and more, directly in your code or browser. You can create and manage model repositories, upload files, and run AI tasks such as chat completions or text-to-image generation with simple commands. These libraries work on modern environments without extra dependencies and support multiple providers, giving you flexible access to powerful AI tools. This helps you quickly add advanced AI features to your projects without deep AI expertise or complex setup. https://github.com/huggingface/huggingface.js

#javascript#api_client#api_testing#automation#developer_tools#git#graphql_client#http_client#javascript#openapi#openapi3#opensource#rest_api#testing#testing_tools Bruno is a free, open-source API testing tool that stores your API collections as plain text files on your device, ensuring your data stays private without cloud syncing. It works across Mac, Windows, and Linux, and supports collaboration through Git or any version control system, making teamwork easier. Bruno automates API testing with JavaScript scripts, increasing efficiency, test coverage, and simplifying integration into CI/CD pipelines. This helps catch bugs early, maintain tests easily, and run regression tests smoothly, saving you time and improving API reliability compared to traditional tools like Postman. You can download it easily via multiple package managers. https://github.com/usebruno/bruno

#c_lang Windows Subsystem for Linux 2 (WSL2) lets you run Linux on Windows using a lightweight virtual machine. This means you can use Linux tools and apps directly from Windows, which is great for developers. WSL2 is faster and more efficient than its predecessor, WSL1, because it uses a complete Linux kernel. This setup allows for better performance and compatibility with Linux applications. Users can also customize their WSL2 kernel by building it from source, which can be useful for adding specific features or fixing issues. https://github.com/microsoft/WSL2-Linux-Kernel

#go#mcp#mcp_servers The Model Context Protocol (MCP) Registry is a community-driven service that helps manage and discover MCP servers. It provides a centralized place where developers can find and manage different MCP implementations. This registry uses a RESTful API, allowing users to list, get, create, update, and delete server entries. It also supports health checks and various environment configurations. The registry makes it easier for developers to connect AI tools with external data sources, improving interoperability and efficiency. This benefits users by simplifying the integration of AI systems with other tools and services. https://github.com/modelcontextprotocol/registry

#csharp#ai#artificial_intelligence#llm#openai#sdk Semantic Kernel is a tool that helps developers build and manage AI systems easily. It supports multiple programming languages like C#, Python, and Java, making it versatile for different projects. This tool allows you to connect your AI models to various services and databases, which helps in automating tasks and making decisions based on user inputs. It's especially useful for businesses because it's reliable, secure, and can handle complex workflows. By using Semantic Kernel, developers can create intelligent AI agents that can interact with users and perform tasks efficiently. https://github.com/microsoft/semantic-kernel

#cplusplus#high_performance#interior_point_method#linear_optimization#mixed_integer_programming#parallel#quadratic_programming#simplex HiGHS is a free, high-performance software that solves large and complex optimization problems like linear, quadratic, and mixed-integer programming. It works fast on many computers, including Linux, MacOS, and Windows, without needing extra software. You can use it through various programming languages like Python, C, C#, and Fortran, making it easy to integrate into your projects. HiGHS supports both serial and parallel computing, and it is advancing GPU acceleration for even faster solutions. This helps you efficiently find the best solutions for planning, scheduling, and decision-making problems in science, engineering, and business. Installation is straightforward, and detailed documentation is available to guide you[1][2][3][4]. https://github.com/ERGO-Code/HiGHS

#c_lang Kilo is a small text editor that uses less than 1,000 lines of code. It is simple to use and doesn't need any extra libraries. You can save files with **CTRL-S**, quit with **CTRL-Q**, and search for words with **CTRL-F**. Kilo is a good starting point for making more advanced text editors or command-line interfaces. It's free to use and modify under the BSD 2 clause license. This makes it easy for users to learn from and build upon, helping them create their own tools. https://github.com/antirez/kilo

#csharp#c_sharp#linq#unity ZLinq is a high-performance, zero-allocation LINQ library for .NET and game engines like Unity and Godot. It improves on regular LINQ by avoiding memory allocations during method chaining, boosting speed and efficiency, especially in demanding apps like games. You use it by calling `AsValueEnumerable()` on collections, enabling faster queries with almost full compatibility with .NET 10 LINQ features. It supports advanced operations on arrays, spans, trees (like file systems and JSON), and SIMD for parallel processing. ZLinq also offers drop-in replacements to accelerate existing LINQ code without rewriting. This means you get faster, more memory-efficient data processing with minimal code changes[1][3][4]. https://github.com/Cysharp/ZLinq

#typescript#android#appwrite#backend#backend_as_a_service#docker#firebase#flutter#hacktoberfest#hosting#ios#javascript#nextjs#react#react_native#reactnative#self_hosted#selfhosted#serverless#swift#web Appwrite is a backend platform that helps you build web, mobile, and Flutter apps quickly and easily. It handles complex tasks like user authentication, database management, file storage, and more, so you don’t have to build these from scratch. Appwrite is open source, secure, and works with many programming languages and frameworks. You can use it in the cloud or host it yourself using Docker. The main benefit is that it saves you time and effort, letting you focus on creating great features for your app instead of worrying about backend setup and maintenance[3][5][1]. https://github.com/appwrite/appwrite

#javascript#cloud#cloud_os#cloud_storage#desktop#desktop_environment#dropbox#good_first_issue#gui#javascript#nas#open_source#operating_system#os#osjs#puter#remote_desktop#storage#web_desktop#web_os#webtop Puter is a privacy-first personal cloud that lets you store files, apps, and games securely. You can access everything from anywhere at any time, making it very convenient. It's like a personal computer in the cloud, and you can use it on any device—Windows, Mac, Linux, or even your smartphone. Puter also helps you organize your work and entertainment by allowing multiple virtual desktops. This means you can keep different tasks separate but easily accessible, which helps you work more efficiently. Plus, it's open-source, so you can customize it to fit your needs. https://github.com/HeyPuter/puter

#javascript PSFree version 1.5.0 includes the Lapse kernel exploit for PS4 firmware 9.00, offering a fast and reliable way to gain deeper system access, though it may cause crashes and is still about 50% stable. It uses a payload loader that can be customized, and the project is open for contributions. This exploit is part of a chain combining webkit and kernel exploits to enable jailbreaking, which allows running custom software on PS4 and potentially PS5. Using PSFree can help you unlock more control over your console, but it requires caution and restarts if errors occur, as it is still in beta. This can benefit users wanting to explore homebrew or custom firmware on supported PS4 versions[1][2][5]. https://github.com/kmeps4/PSFree