See what the GitHub community is most excited about today. A bot automatically fetches new repositories from https://github.com/trending and sends them to the channel. Author and maintainer: https://github.com/katursis
#rust #blockchain #distributed_ledger_technology #move #smart_contracts
Sui is a next-generation blockchain platform designed for very fast, low-cost transactions and high scalability, making it ideal for apps like gaming, DeFi, and NFTs. It uses a unique object-based data model and the Move programming language, which helps create secure, flexible smart contracts and allows many transactions to happen at the same time. This means you get instant transaction finality and a smooth user experience. Sui’s native token, SUI, is used for fees, staking, and governance, helping keep the network secure and decentralized. Overall, Sui offers a powerful, efficient foundation for building and using web3 applications.
https://github.com/MystenLabs/sui
#typescript
Cloudflare AI offers tools and packages to help you build and run AI applications easily on Cloudflare’s global network, using their Workers AI and AI Gateway services. You can develop, test, and deploy AI-powered apps with low latency and high performance, thanks to Cloudflare’s edge computing and GPU infrastructure. The platform supports popular AI models and integrates with other Cloudflare services like vector databases and data lakes, reducing complexity and cost. It also ensures privacy by not training models on your data. This setup helps you quickly create scalable, efficient AI apps that deliver great user experiences and comply with data rules.
https://github.com/cloudflare/ai
#other
This collection of Alfred workflows lets you automate many tasks on your Mac, like showing charger power, generating random images, fixing zoom issues, editing SVGs, converting CSS styles, managing Git projects, switching audio devices, and more. These workflows save you time by performing complex or repetitive actions with simple commands or shortcuts. For example, you can quickly clone Git repos, switch audio inputs, or convert timestamps without leaving your keyboard. Using these tools boosts your productivity by making your computer easier and faster to control, especially if you use Alfred’s Powerpack to integrate and customize workflows for your needs[1][2][5].
https://github.com/sunzsh/favoritesWorkflow4Alfred
#cplusplus
YimMenuV2 is a mod menu for GTA 5 Enhanced that lets you add new features and options to your game. To use it, download FSL (for extra safety), YimMenuV2, and an injector like Xenos, then place the right files in your GTA V folder and disable BattlEye before launching the game. Once in the main menu, inject YimMenuV2 and press INSERT or Ctrl+\ to open the menu. This gives you more control and fun in the game, but be careful—using mods online can get you banned, so it’s best for private or story mode play[1][3][5].
https://github.com/YimMenu/YimMenuV2
#fsharp #cloud #editor #functional_programming #programming_language
Darklang is a programming language, editor, and infrastructure all in one, making it easy to build backends and command-line tools without worrying about setup or deployment. The main project is now open source, so anyone can help fix bugs or add features, and the team is working on a new version called "dark-next" that isn’t ready for production yet. By using Darklang, you can focus on writing code and solving problems instead of dealing with complicated tools or processes, and you can join a community to get help or share ideas[4][3][2].
https://github.com/darklang/dark
#cuda
DeepEP is a special communication library for Mixture-of-Experts (MoE) models. It helps these models work faster and more efficiently by improving how data is shared between different parts of the system. DeepEP supports low-precision operations and can handle data transfer between different types of connections, like NVLink and RDMA. This makes it very useful for both training and using AI models, especially when speed is important. Users benefit from faster processing times and better performance overall.
https://github.com/deepseek-ai/DeepEP
#rust #adb #android #debloat #privacy
The Universal Android Debloater GUI is a tool that helps remove unnecessary apps (bloatware) from Android devices. This can improve your phone's performance, battery life, and privacy. It works on Windows, macOS, and Linux, and you need to enable USB debugging and install ADB to use it. The tool lists apps that are safe to remove and allows you to export and import your selections. However, some system apps can't be fully uninstalled without root access. Always back up your data before using it to avoid any issues.
https://github.com/0x192/universal-android-debloater
#go
FileBrowser Quantum is a powerful web-based file manager that lets you easily access and manage your files from the web. It offers features like secure shared links, user permissions, and advanced file previews. The interface is simple and easy to use, with real-time search and updates. This tool is great for users because it allows them to manage files efficiently, set permissions for different users, and enjoy a smooth browsing experience. It's also free and open-source, making it accessible to everyone.
https://github.com/gtsteffaniak/filebrowser
#python #python #redis #redis_client #redis_cluster #redis_py
Redis-py lets you connect your Python programs to Redis, a fast in-memory database, making it easy to store and retrieve data quickly. You can install it with a simple command, and it works with the latest Redis versions. It supports advanced features like connection pools, pipelines for faster operations, and pub/sub for real-time messaging. Using Redis with Python helps your applications run faster, handle more users, and process data in real time, all while reducing the load on your main database[1][3][5].
https://github.com/redis/redis-py
#jupyter_notebook #ai #llm #llms #multi_modal #openai #python #rag
Retrieval-Augmented Generation (RAG) is a technique that helps improve the accuracy of large language models by fetching relevant information from databases or documents. This approach ensures that the model's responses are based on up-to-date and accurate data, reducing errors and "hallucinations" where the model might provide false information. For users, RAG offers more reliable and trustworthy responses, allowing them to verify the sources used to generate those responses. This method also saves resources by avoiding the need to retrain models with new data.
https://github.com/FareedKhan-dev/all-rag-techniques
#typescript #3d #browser_based #cad #geometry #occ #occt #opencascade #three #threejs #wasm #webassembly #webcad
Chili3D is a free, open-source 3D CAD application that you can use directly in your web browser. It allows you to create and edit 3D models without needing to install any software on your computer. You can make basic shapes like boxes and spheres, draw 2D sketches, and perform advanced operations like combining shapes. It also includes tools for precise alignment and measurement. This makes it easy for anyone to design and edit 3D models online, which is helpful for both beginners and experienced users.
https://github.com/xiangechen/chili3d
#typescript #anki #chatgpt #deepseek #electron #evernote #knowledge_base #local_first #markdown #note_taking #notes_app #notion #obsidian #ocr #ollama #openai #pdf #s3 #self_hosted #webdav
SiYuan is a privacy-first personal knowledge management tool. It allows you to organize your thoughts and notes in a secure way, even offline. You can use features like block-level references, Markdown editing, and mathematical formulas. It also supports AI tools and has apps for Android, iOS, and HarmonyOS. SiYuan is open source and free for most features, making it a great choice for managing your personal knowledge securely.
https://github.com/siyuan-note/siyuan
#other
This collection is a big set of open-ended questions about backend development, covering everything from code design and databases to security, teamwork, and even some fun, creative questions. The main idea is not to test for right or wrong answers, but to start conversations that help you understand how someone thinks, solves problems, and works with others. By using these questions, you can quickly see what topics a candidate knows well and how they approach new challenges, which helps you find the best fit for your team and project[2][3][4]. The benefit is that you get a clearer, more honest picture of a person’s skills and style, making it easier to choose the right developer for your needs.
https://github.com/arialdomartini/Back-End-Developer-Interview-Questions
#python
The "团子翻译器" (Dango Translator) is a software that uses OCR to recognize text on the screen and translate it in real-time. It supports offline and online OCR, and can translate images, especially manga. The software offers automatic mode, 15 translation sources, and cloud-based configuration saving. It also includes features like text erasing and embedding for manga translation. This tool helps users quickly understand content in different languages, making it useful for those who need to translate text from images or screens.
https://github.com/PantsuDango/Dango-Translator
#python
The Model Context Protocol (MCP) is a standard way for AI systems to connect and talk to outside tools and data sources, making it easy for AI to use information and do tasks from many different places. MCP works like a bridge: the AI (the client) asks for help or information, and the server provides it, keeping track of what’s happening so the AI can remember and learn from past actions. This setup means you can add new tools or switch AI models without rewriting lots of code, and everything works together smoothly. For users, this means AI can do more useful things, like fetching files, searching the web, or managing projects, all in a secure and flexible way[2][4][5].
https://github.com/modelcontextprotocol/servers
#c_lang
ESP-IDF is Espressif's official software framework for developing applications on ESP32 and related chips, supporting Windows, Linux, and macOS. It offers a complete set of tools, libraries, and drivers for Wi-Fi, Bluetooth, and IoT features, enabling you to build connected devices efficiently using C or C++. ESP-IDF supports multiple chip versions with stable releases and ongoing updates, ensuring reliability and production readiness. It includes easy commands for building, flashing, and monitoring your projects, plus example templates to start quickly. Using ESP-IDF helps you create robust, feature-rich IoT applications with strong community and official support. This saves time and effort in development and deployment.
https://github.com/espressif/esp-idf
#typescript #agents #ai #embedders #genkit #llm #machine_learning #multimodal #rag #vector_database
Genkit is an open-source framework by Google Firebase that helps you easily build AI-powered apps using a single interface to connect many AI models like Google Gemini, OpenAI, and Anthropic. It supports JavaScript/TypeScript (stable), Go (beta), and Python (alpha), letting you create chatbots, automations, and recommendations quickly with simple code. Genkit works well with web and mobile platforms, offers tools for testing and debugging AI features locally, and lets you deploy and monitor your AI apps on Firebase or other cloud services. This saves you time and effort in developing and managing AI applications efficiently.
https://github.com/firebase/genkit
#typescript #alibaba #low_code #lowcode
Low-code platforms like LowCodeEngine help you build applications quickly without needing to write a lot of code. This means you can create and deploy apps faster, which is good for businesses because they can respond quickly to changing needs. Low-code platforms also make it easier to update apps and improve user experience. They provide tools and components that simplify development, allowing developers to focus on more complex tasks and innovations. This approach helps prevent technical debt and supports better decision-making by providing real-time data insights[1][3][4].
https://github.com/alibaba/lowcode-engine
#go #caddy #frankenphp #go #php #sapi #worker
FrankenPHP is a modern server for PHP applications. It makes your PHP apps faster and more efficient by using features like "worker mode," which helps keep some data in memory to process requests quickly. This is especially good for frameworks like Laravel and Symfony. FrankenPHP also supports automatic HTTPS, HTTP/2, and HTTP/3, making it secure and fast. It can be easily installed as a standalone binary or used with Docker, making it simple to set up and use. This helps users by speeding up their applications and reducing the need for many servers.
https://github.com/php/frankenphp
#jupyter_notebook #jax
Flax is a library for creating neural networks with JAX. It offers a flexible way to build and analyze these networks. The new Flax NNX API makes it easier to work with neural networks by using regular Python objects, which helps in creating, debugging, and analyzing models more efficiently. This means users can express their models in a more intuitive way, making it simpler to develop and modify neural networks. Flax also provides many tools and examples to help users get started quickly.
https://github.com/google/flax
#typescript #ai #chatgpt #copilot #developer_tools #intellij #jetbrains #llm #open_source #openai #pycharm #software_development #visual_studio_code #vscode
Continue is a tool that helps developers create and use custom AI assistants for coding. It integrates with popular coding tools like VS Code and JetBrains, offering features like code autocompletion, chat for understanding code, and editing capabilities. This makes coding faster and more efficient, reducing errors and improving software reliability. Users can tailor these AI assistants to their specific needs, making it easier to work with complex codebases and improve overall productivity.
https://github.com/continuedev/continue
#typescript #llm #prompt #prompt_engineering #prompt_optimization #prompt_toolkit #prompt_tuning
Prompt Optimizer is a tool that helps you write better instructions for AI models, making their answers more accurate and useful. It works as a web app and a Chrome extension, supports many popular AI models like OpenAI, Gemini, and DeepSeek, and lets you compare original and improved prompts side by side. You can set advanced options for each model, and your data stays private and secure. The benefit is that you get smarter, clearer AI responses with less effort, and you can use it easily on any device or browser.
https://github.com/linshenkx/prompt-optimizer
#rust #aliyundrive #aliyundrive_client #luci_app #openwrt_package #webdav_server
Using **aliyundrive-webdav** helps you connect your Aliyun Drive to devices that support WebDAV. This allows you to watch videos from your cloud storage directly on devices like TVs using apps like Infuse or nPlayer. It also lets you upload files, though it doesn't support instant file transfer due to WebDAV limitations. This setup is useful for streaming content without needing a middle server, making it convenient for users who want to access their cloud files easily across different devices.
https://github.com/messense/aliyundrive-webdav
#typescript #desktop #docx #electron #html #languages #libreoffice #linux #macos #markdown #nodejs #office #offline #pandoc #pdf #productivity #windows #zettlr
Zettlr is a free, open-source app that helps you write, organize, and publish your notes and documents using simple Markdown files. It works on Windows, macOS, and Linux, and lets you manage your notes with features like workspaces, tags, and powerful search, so you can quickly find what you need. Zettlr supports easy citations with reference managers like Zotero, offers code highlighting, dark mode, and flexible export options to PDF, Word, or LaTeX, making it ideal for students, researchers, and writers who want a privacy-focused, distraction-free way to work with their ideas and publish their work[1][3][5]. The benefit is that you can focus on your content, not formatting, and easily turn your notes into professional documents.
https://github.com/Zettlr/Zettlr
#python #evaluation_framework #evaluation_metrics #llm_evaluation #llm_evaluation_framework #llm_evaluation_metrics
DeepEval is an open-source tool that makes it easy to test and improve large language model (LLM) applications, much like how Pytest works for regular software, but focused on LLM outputs. It offers over 30 ready-to-use metrics—such as answer relevancy, faithfulness, and hallucination—to check if your LLM is accurate, safe, and reliable. You can test your whole application or just parts of it, and even generate synthetic data for better testing. DeepEval works locally or in the cloud, letting you compare results, share reports, and keep improving your models. This helps you build better, safer, and more trustworthy LLM apps with less effort[1][2][3].
https://github.com/confident-ai/deepeval
#javascript
AJ-Report is an open-source business intelligence platform that helps users control business dynamics with data. It supports multiple data sources like MySQL and Elasticsearch, and users can create dashboards easily by dragging and dropping components. The platform allows users to configure data sources, write SQL for datasets, and design dashboards in just three steps. This makes it easy for anyone to create interactive and visually appealing reports without needing extensive coding skills. The benefit to users is that they can make data-driven decisions quickly and efficiently.
https://github.com/anji-plus/report
#typescript #editor #gfm #javascript #markdown #markdown_editor #milkdown #prosemirror #remarkjs #rich_text_editor #typescript #wysiwyg #wysiwyg_editor
Milkdown is a flexible, open-source editor that lets you write and edit Markdown in a simple, visual way, just like you see it in apps such as Typora. It is built using powerful tools like ProseMirror and Remark, and everything in Milkdown works as a plugin, so you can add or remove features easily. You can customize its look and feel to match your app, and it supports real-time collaboration for team editing. This means you get a reliable, easy-to-use editor that fits your needs and grows with your projects, making writing and sharing documents smoother and more efficient[1][2][4].
https://github.com/Milkdown/milkdown
#jupyter_notebook
MiniCPM is a family of highly efficient, open-source AI models designed to run well even on regular computers or mobile devices, not just powerful servers. The latest version, MiniCPM 4, is especially fast and smart, handling long texts and complex tasks much quicker than similar models, and it can be used for things like answering questions, writing summaries, and working with tools or data. MiniCPM also supports both English and Chinese, making it useful for bilingual users. The main benefit is that you get strong AI performance without needing expensive hardware, so it’s easy to use for many different applications[1][5].
https://github.com/OpenBMB/MiniCPM
#python #asr #captions #cli #python #subtitle #subtitles #transcript #transcripts #translating_transcripts #youtube #youtube_api #youtube_asr #youtube_captions #youtube_subtitles #youtube_transcript #youtube_transcripts #youtube_video
The YouTube Transcript API is a tool that helps you get the text from YouTube videos. It's fast and easy to use, saving you time compared to watching the whole video. You can use it to make subtitles, translate text, and even analyze what's being said in videos. This is helpful for content creators who want to make their videos more accessible and for researchers who need to study video content quickly. It also supports multiple languages, making it useful for a wide range of users.
https://github.com/jdepoix/youtube-transcript-api
#jupyter_notebook #chatglm #chatglm3 #gemma_2b_it #glm_4 #internlm2 #llama3 #llm #lora #minicpm #q_wen #qwen #qwen1_5 #qwen2
This guide helps beginners set up and use open-source large language models (LLMs) on Linux or cloud platforms like AutoDL, with step-by-step instructions for environment setup, model deployment, and fine-tuning for models such as LLaMA, ChatGLM, and InternLM[2][4][5]. It covers everything from basic installation to advanced techniques like LoRA and distributed fine-tuning, and supports integration with tools like LangChain and online demo deployment. The main benefit is making powerful AI models accessible and easy to use for students, researchers, and anyone interested in experimenting with or customizing LLMs for their own projects[2][4][5].
https://github.com/datawhalechina/self-llm