GitHub Trends

#shell#bash#developers_everyday_life#java#option_parser#python#script#shell#show_busy_java_threads#show_duplicate_java_classes#terminal#useful_scripts This repository provides useful scripts for Java and Shell that make developer work easier and faster. The Java scripts help you quickly find CPU performance problems in running processes, detect duplicate classes in jar files, and search for specific classes across multiple jar files. The Shell scripts enhance command-line productivity with features like copying output to clipboard, colorizing file displays, deduplicating lines without sorting, and managing Docker containers more easily. The scripts are production-ready, used by major companies like Alibaba, and follow strict Bash standards for safety and reliability. You benefit by getting professional-grade tools that save time on routine tasks and learning best practices for writing quality shell scripts. https://github.com/oldratlee/useful-scripts

#python The Social-Engineer Toolkit (SET) is an open-source penetration testing framework created by TrustedSec that helps security professionals test organizational defenses through social engineering attacks. SET provides pre-built attack vectors for phishing, credential harvesting, and website cloning, allowing testers to simulate realistic threats quickly and effectively. The toolkit runs on Linux and Mac OS X, with easy installation via pip or package managers. By using SET with proper authorization, security teams can identify human vulnerabilities in their defenses, understand how employees respond to social engineering tactics, and implement stronger security awareness training to protect against real-world attacks. https://github.com/trustedsec/social-engineer-toolkit

#python#agent#ai#aiagent#awesome#chatgpt#hacktoberfest#hacktoberfest2025#llm#long_short_term_memory#memori_ai#memory#memory_management#python#rag#state_management Memori is an open-source memory engine that gives AI language models human-like memory using standard SQL databases like PostgreSQL, MySQL, or SQLite.[1][2] With just one line of code, you can enable any LLM to remember conversations, learn from interactions, and maintain context across sessions.[1] The key benefits are significant cost savings of 80-90% compared to expensive vector databases, complete data ownership and transparency since memories are stored in SQL databases you control, and zero vendor lock-in allowing you to export and move your data anywhere.[1][3] Memori works with popular frameworks like OpenAI, Anthropic, and LangChain, making it easy to integrate into existing projects without complex setup.[1] https://github.com/GibsonAI/Memori

#python#android#android_emulator#google_apps#kernelsu#magisk#magiskonwsa#magiskonwsalocal#subsystem#windows#windows_10#windows_11#windows_subsystem_android#windows_subsystem_for_android#windows10#windowssubsystemforandroid#wsa#wsa_root#wsa_with_gapps_and_magisk#wsapatch Windows Subsystem for Android (WSA) support ended on March 5, 2025, and the Amazon Appstore was removed from the Microsoft Store, but you can still manually install and use WSA on Windows 10 or 11 via unofficial builds like WSABuilds from GitHub. These builds include options with Google Play Services and root access (Magisk). If you face issues with apps crashing or not starting after recent Windows updates, try using older or "NoGApps" builds as workarounds. Backing up your data before uninstalling or updating WSA is recommended. This lets you keep running Android apps on Windows despite official support ending. https://github.com/MustardChef/WSABuilds

#rust Vello is a fast 2D graphics renderer written in Rust that uses your GPU's compute power to draw shapes, images, text, and gradients[1]. Unlike older renderers that rely on your CPU for sorting and clipping, Vello moves most work to the GPU using special algorithms, giving you much better performance with less computer power needed[1][2]. It can draw large scenes smoothly and interactively, making it perfect for user interfaces, games, and animation tools[1]. You benefit from faster, smoother graphics with lower energy use, and it works across different platforms including web and Android. https://github.com/linebender/vello

#javascript#3d_gaussian_splatting#game_development#game_engine#gamedev#gaussian_splatting#gltf#hacktoberfest#javascript#nodejs#playcanvas#typescript#virtual_reality#webgl#webgl2#webgpu#webxr PlayCanvas is an open-source game engine that lets you create 3D and 2D games or apps that run in any browser, using WebGL and WebGPU for fast, high-quality graphics. It supports advanced features like animation, physics, sound, and asset streaming, and you can write code in JavaScript or TypeScript. The engine is free, easy to set up, and works well for both simple projects and complex games, making it simple to build and share interactive content online. https://github.com/playcanvas/engine

#python#ai#faiss#gpt_oss#langchain#llama_index#llm#localstorage#offline_first#ollama#privacy#python#rag#retrieval_augmented_generation#vector_database#vector_search#vectors LEANN is a tiny, powerful vector database that lets you turn your laptop into a personal AI assistant capable of searching millions of documents using 97% less storage than traditional systems without losing accuracy. It works by storing a compact graph and computing embeddings only when needed, saving huge space and keeping your data private on your device. You can search your files, emails, browser history, chat logs, live data from platforms like Slack and Twitter, and even codebases—all locally without cloud costs. This means fast, private, and efficient AI-powered search and retrieval on your own laptop. https://github.com/yichuan-w/LEANN

#typescript The Agent Development Kit Web UI (ADK Web) is a built-in developer interface that makes building and debugging AI agents easier by providing a visual, interactive environment. It works with Google’s ADK, a flexible framework for creating AI agents that can handle simple to complex tasks and work across different platforms and models. By using ADK Web, you can quickly test and develop agents locally through a chat-like interface, speeding up development and troubleshooting without complex setup. This helps you build smarter, multi-agent AI applications more efficiently and with better control over their behavior. https://github.com/google/adk-web

#python#data_analysis#dingtalk_robot#docker#feishu_robot#hot_news#mail#mcp#mcp_server#news#ntfy#python#telegram_bot#trending_topics#wechat_robot TrendRadar is a lightweight, easy-to-deploy tool that gathers trending topics from 11+ major platforms like Zhihu, Douyin, and Baidu in just 30 seconds. It lets you set custom keywords to filter only news you care about, eliminating information overload. The tool offers three smart notification modes—daily summaries, current rankings, or incremental alerts—and supports multiple channels including WeChat Work, Feishu, DingTalk, Telegram, and email. You can customize how trends are ranked using a personalized algorithm that weighs ranking position, frequency, and hotness. With GitHub Pages for web reports, Docker support, and AI-powered analysis through MCP protocol, TrendRadar transforms scattered platform algorithms into one unified, user-controlled news feed tailored to your interests. https://github.com/sansan0/TrendRadar

#other Email verification without sending emails streamlines how you confirm your email address online. Instead of clicking links or entering codes sent to your inbox, this new protocol lets your browser handle verification directly while you stay on the website. Your email provider verifies you're the rightful owner through existing login credentials, then sends a secure token back to the site. This eliminates delays, reduces frustration from dropped verification attempts, and protects your privacy by preventing email services from tracking which websites you're using. You get faster, smoother verification while maintaining better control over your personal information.[1][2] https://github.com/WICG/email-verification-protocol

#html The Agent Development Kit (ADK) is an open-source toolkit that helps you build, test, and deploy advanced AI agents easily. It lets you create flexible, multi-agent systems using Python or Java, supports many AI models, and works with different deployment options. ADK offers a rich set of tools, built-in monitoring, and simple integration with Google services, making it easier to develop, debug, and scale your AI applications. This means you can focus on creating smart, efficient agents without worrying about complex setup or compatibility issues. https://github.com/google/adk-docs

#python#hacktoberfest#hacktoberfest_accepted#hacktoberfest2021#pywhatkit PyWhatKit is a simple Python library that helps automate everyday tasks like sending WhatsApp messages, sharing images, playing YouTube videos, converting text to handwriting, and more. It works right away with no extra setup and supports the latest Python versions. With PyWhatKit, you can schedule messages, control your PC remotely, and even turn images into ASCII art. This saves time and makes it easy to handle routine jobs, making your daily workflow faster and more efficient. https://github.com/Ankit404butfound/PyWhatKit