GitHub Trends

#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

#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

#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

#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 #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

#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

#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

#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 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 #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

#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

#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

#cplusplus #compositor #cpp26 #wayland #wayland_compositor Hyprland is a modern Wayland compositor that offers dynamic tiling and floating window management. It provides many customization options, powerful plugins, and beautiful visual effects like animations and shadows. Hyprland is designed for performance and efficiency, making it a great choice for users who want a customizable and visually appealing desktop environment. It allows users to easily switch between different window layouts and offers features like tearing support for better gaming performance. This makes Hyprland beneficial for users seeking a flexible and high-performance desktop experience. https://github.com/hyprwm/Hyprland

#javascript #ai #cursor #cursor_ai #cursorai #lovable #lovable_dev #roocode #task_manager #tasks #tasks_list #windsurf #windsurf_ai Task Master is a tool that helps manage tasks using AI. It works with different AI models like Claude and supports various providers such as OpenAI and Anthropic. Users can set up tasks, track progress, and even switch between AI models easily. This tool is useful for developers who need to organize their work efficiently and want flexibility in choosing the best AI model for their projects. It helps streamline tasks and improve productivity by automating some processes and providing clear guidance on what to do next. https://github.com/eyaltoledano/claude-task-master

#rust #app_launcher #desktop_application #dock #finder #multilanguage #seelen #seelen_ui #taskbar #tauri #tauri_app #tiling_window_manager #toolbar #tools #topbar #wallpaper #web #web_technologies #windows #windows_11 Seelen UI is a tool that helps you make your Windows desktop look and work better. You can change menus, widgets, and icons to make it look how you want. It also helps you work more efficiently with features like a Tiling Windows Manager, which arranges windows for easier multitasking. There's a media module for controlling music and an app launcher to quickly open apps. This makes your desktop more personalized and user-friendly, allowing you to work and enjoy your computer more effectively. https://github.com/eythaann/Seelen-UI

#python You can easily move your Spotify playlists and liked songs to YouTube Music using special tools. This helps you save time and effort by not having to rebuild your playlists manually. You can use scripts or services like TuneMyMusic to transfer your music library quickly. These tools allow you to link your Spotify and YouTube Music accounts, select what you want to transfer, and then automatically move your playlists and songs. This way, you can enjoy all your favorite music in one place on YouTube Music. https://github.com/linsomniac/spotify_to_ytmusic

#rust #d3d12 #gpu #hacktoberfest #metal #opengl #rust #vulkan #webgpu **wgpu** is a powerful graphics library for Rust that works on many platforms, including Windows, macOS, Linux, and the web. It supports various graphics APIs like Vulkan, Metal, and DirectX. This library is safe and portable, making it easy to create graphics and compute applications. Using **wgpu**, you can build fast and efficient graphics programs that run on different devices and browsers, which is beneficial for developers who want to create cross-platform applications. https://github.com/gfx-rs/wgpu

#ruby #beginners #hacktoberfest #hacktoberfest2020 #helm #kubernetes #kubetools Kubernetes is a powerful tool for managing containerized applications. To learn Kubernetes, you can use platforms like Kubelabs, which offer interactive tutorials and labs. These resources help you understand Kubernetes concepts from the basics to advanced levels. By using these platforms, you can practice deploying applications, managing resources, and ensuring high availability and scalability. This hands-on approach helps you gain practical experience and improve your skills in managing complex applications efficiently. https://github.com/collabnix/kubelabs

#rust #ai #ai_engineering #anthropic #artificial_intelligence #deep_learning #genai #generative_ai #gpt #large_language_models #llama #llm #llmops #llms #machine_learning #ml #ml_engineering #mlops #openai #python #rust TensorZero is a free, open-source tool that helps you build and improve large language model (LLM) applications by using real-world data and feedback. It gives you one simple API to connect with all major LLM providers, collects data from your app’s use, and lets you easily test and improve prompts, models, and strategies. You can see how your LLMs perform, compare different options, and make them smarter, faster, and cheaper over time—all while keeping your data private and under your control. This means you get better results with less effort and cost, and your apps keep improving as you use them[1][2][3]. https://github.com/tensorzero/tensorzero

#other #agents #agi #ai #anthropic #artifacts #awesome #awesome_list #bots #chatbot #chatgpt #claude #exploit #gemini #google #gpt #hack #jailbreak #openai #prompts #spam AI tools like autonomous software engineers can help developers by completing tasks independently or working alongside them. This can increase productivity by automating repetitive tasks, allowing developers to focus on more complex and creative work. AI also helps reduce errors and improves code quality, making the development process faster and more efficient. Overall, using AI in software development can lead to better outcomes and more innovative solutions. https://github.com/friuns2/BlackFriday-GPTs-Prompts