GitHub Trends
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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.

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#python

The Reddit Video Maker Bot is a tool that helps you create videos like those popular on TikTok and YouTube. It uses Reddit threads, Minecraft backgrounds, and text-to-speech technology to make videos quickly. You don't need to edit anything; the bot does it all for you. This saves time and effort, allowing you to produce videos in just a few minutes. The bot also lets you choose background music, subreddit, and voice, making it easy to customize your videos.

https://github.com/elebumm/RedditVideoMakerBot
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#other #awesome #awesome_list #javascript #react #react_apps #react_native #react_tutorial #samples #tutorial #typescript

React is a powerful tool for building web applications. It offers many benefits, such as a **component-based architecture** that makes complex interfaces easier to manage, and a **virtual DOM** that improves performance by reducing unnecessary updates. React also has a **large community** and many **libraries and tools** that make development easier and faster. This includes tools for state management, routing, and styling, which help developers create efficient and scalable applications. Overall, React helps developers build fast, interactive web applications with less effort.

https://github.com/enaqx/awesome-react
#go

Nebula is a tool that helps connect computers securely from anywhere in the world. It's easy to use, portable, and works on many platforms like Linux, Windows, and mobile devices. Nebula uses strong encryption and certificates to ensure that only trusted computers can connect. It's fast and reliable, allowing thousands of computers to communicate without bottlenecks. This makes it useful for businesses and individuals who need secure connections across different networks.

https://github.com/slackhq/nebula
#javascript #gutenberg #wordpress #wordpress_plugin

Gutenberg is a new way to edit and build websites in WordPress. It uses blocks for each piece of content, like paragraphs or images, which can be easily moved around. This makes creating pages visually intuitive and flexible. Gutenberg also offers features like real-time collaboration and a visual interface, making it easier to design unique pages. It's still evolving but offers many benefits, such as responsive design and built-in accessibility features, making your website look good on all devices and accessible to everyone.

https://github.com/WordPress/gutenberg
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#go #devops_workflow #encrypt_secrets #gitops #kubernetes #kubernetes_secrets

Sealed Secrets is a tool for Kubernetes that lets you safely store sensitive information—like passwords or API keys—in your code repository by encrypting them so only your Kubernetes cluster can decrypt them. You use a tool called `kubeseal` to encrypt secrets on your computer, and then store the encrypted result in your repository. When you apply this encrypted secret to your cluster, a special controller inside Kubernetes decrypts it and creates a regular secret that your apps can use. This means you can manage all your configuration in Git, even secrets, without worrying about exposing sensitive data, and only the cluster itself can access the real secret[2][5][1]. The benefit is that your secrets are protected at every step, and you can use Git workflows for everything, making your setup more secure and easier to manage.

https://github.com/bitnami-labs/sealed-secrets
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#vue #awesome #dashboard #docker #hacktoberfest #homelab #homepage #mit #nodejs #organization #productivity #pwa #self_hosted #startpage #vue

Dashy is a free, open-source dashboard that lets you organize and access all your self-hosted services, apps, and web links from one central place, making it easy to manage and monitor everything you use regularly[1][2][4]. It comes with over 50 pre-built widgets for things like system monitoring, news, weather, and productivity, and you can customize the look and layout with themes, icons, and different views[4][5]. The main benefit is that Dashy saves you time and hassle by giving you a single, user-friendly page to launch and check on all your important services, with features like instant search, status indicators, and multi-language support[4][5].

https://github.com/Lissy93/dashy
#c_lang

jemalloc is a memory allocator that helps computers manage memory more efficiently. It was first used in FreeBSD in 2005 and is now used in many applications because it reduces memory fragmentation and supports many threads running at the same time. This means it can handle lots of small memory requests without slowing down, making it very useful for demanding applications. The benefit to users is faster and more reliable performance, especially in programs that need to handle a lot of data or run many tasks simultaneously.

https://github.com/jemalloc/jemalloc
#python #crawler #crawling #framework #hacktoberfest #python #scraping #web_scraping #web_scraping_python

Scrapy is a powerful tool for extracting data from websites. It works on many platforms and requires Python 3.9 or higher. Scrapy is free, stable, and can handle complex tasks efficiently. It allows you to manage multiple requests at once, making it fast and efficient for large-scale data extraction. Scrapy also supports various formats for storing data and has features like auto-throttling to prevent overwhelming websites. This makes it a great choice for users who need to collect data from many websites quickly and reliably.

https://github.com/scrapy/scrapy
#other

Git flight rules are step-by-step guides that help you fix common problems when using Git, much like how astronauts use manuals to handle emergencies in space[1][4]. These guides cover a wide range of situations—like undoing mistakes, fixing commits, managing branches, and recovering lost work—so you always know what to do if something goes wrong. The benefit is that you can quickly solve issues without getting stuck, saving time and reducing stress while working on code projects[1][4].

https://github.com/k88hudson/git-flight-rules
#cplusplus #avx #avx_512 #avx_instructions #avx2 #avx512 #intrinsics #neon #simd #simd_instructions #simd_intrinsics #simd_library #simd_parallelism #simd_programming #sse42 #wasm

Highway is a C++ library that helps make software run faster and use less energy. It does this by using SIMD (Single Instruction, Multiple Data) instructions, which let the CPU perform the same operation on many pieces of data at once. This can make programs up to 10 times faster and reduce energy use by up to five times. Highway works on many different types of computers and is easy to use, making it a good choice for developers who want to improve their software's performance.

https://github.com/google/highway
#go #golang #mesh #mesh_networks #nat_traversal #netbird #vpn #wireguard #wireguard_vpn #wiretrustee #zero_trust_network_access

NetBird lets you quickly set up a secure private network for your organization or home without needing to configure complex firewall rules, open ports, or manage VPN gateways. It uses direct peer-to-peer connections based on WireGuard, so your devices connect to each other securely and efficiently, bypassing the need for a central server. You get strong security with features like access control, activity logging, and support for single sign-on, all managed from a simple web interface. This means you can connect and protect your devices anywhere, with minimal setup and maintenance, making remote access and network management much easier[2][1][5].

https://github.com/netbirdio/netbird
#typescript #aurelia #cross_platform #csharp #database #desktop #dotnet #editor #electron #ide #linux #macos #playground #roslyn #tauri #windows

NetPad is a tool that lets you write and run C# code easily without creating projects. It helps you prototype, test code, visualize data, and query databases. You can use it to learn C# or experiment with new features. NetPad is available on Windows, macOS, and Linux, making it useful for developers across different platforms. It offers features like code completion, syntax highlighting, and the ability to add NuGet packages, making coding more efficient and accessible.

https://github.com/tareqimbasher/NetPad
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#python #ai #ai_agents #ai_memory #cognitive_architecture #cognitive_memory #contributions_welcome #good_first_issue #good_first_pr #graph_database #graph_rag #graphrag #help_wanted #knowledge #knowledge_graph #neo4j #open_source #openai #rag #vector_database

Cognee is an open-source AI memory engine that helps improve how AI systems understand and process data. It mimics human cognitive processes, creating "memories" from various data types like text and images. This enhances the accuracy of large language models (LLMs) and allows them to recall past interactions and documents. Cognee is scalable, cost-effective, and integrates easily with existing systems, making it a valuable tool for developers seeking to boost AI performance without relying on expensive APIs.

https://github.com/topoteretes/cognee
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#kotlin #compiler #markdown #markdown_parser #markup_language #paper #pdf #presentations #programming_language #scripting_language #slides #typesetting #typesetting_system

Quarkdown is a powerful tool that helps you write and format documents using Markdown. It allows you to create complex content with functions and variables, making it more versatile than regular Markdown. You can easily compile your work into print-ready books or interactive presentations. Quarkdown supports exporting to HTML and PDF, and it includes features like live preview, which helps you see changes as you make them. This makes it easier to ensure your document looks exactly how you want it to.

https://github.com/iamgio/quarkdown
#python #agents #ai #ai_agents #llm #llms #mcp #model_context_protocol #python

The Model Context Protocol (MCP) is a standard way for AI agents to connect with different tools and data sources, making it much easier to build powerful AI applications without writing custom code for each integration[2][5]. The mcp-agent framework uses MCP to let you quickly create agents that can do things like read files, fetch web pages, or manage emails, and you can combine these agents in flexible ways to handle complex tasks. This means you can focus on what you want your AI to do, while mcp-agent takes care of connecting to the right tools and managing the workflow, saving you time and effort[3][5].

https://github.com/lastmile-ai/mcp-agent
#ruby

The Model Context Protocol (MCP) is a way to connect AI systems with other tools and data sources securely. It helps developers build AI applications that can interact with external systems more easily. MCP uses a client-server model, allowing AI models to dynamically find and use tools without needing specific code for each integration. This makes it easier to develop and integrate AI applications, reducing the complexity and time needed for setup. Users benefit from more flexible and powerful AI tools that can work with various systems seamlessly.

https://github.com/modelcontextprotocol/ruby-sdk
#cplusplus #arducopter #ardupilot #arduplane #ardurover #ardusub #autopilot #auv #copter #drone #dronekit #mavlink #plane #robotics #ros #rov #rover #sub #uas #uav #ugv

ArduPilot is a powerful and open-source autopilot system that can control many types of vehicles, including drones, planes, helicopters, and even submarines. It offers features like autonomous flight modes, programmable missions, and support for various sensors and communication systems. This system is highly reliable and customizable, making it beneficial for users who need advanced control over their vehicles. It also has a strong community and extensive documentation, which helps users learn and improve their projects.

https://github.com/ArduPilot/ardupilot
#typescript #assistant #chatbot #knowledge_base #llm #markdown #nextjs #note_taking #notes_app #openai #rag #tauri #webdav

NoteGen is a helpful tool for taking notes. It works on many devices like Mac, Windows, and Linux, and will soon work on iOS and Android. It uses AI to help you organize your recordings into readable notes. You can record audio, take screenshots, and add text or images to your notes. NoteGen also supports Markdown, which makes it easy to format your notes. It helps you save time by automatically organizing your recordings and allows you to use AI models like ChatGPT for assistance. This makes it easier to write and manage your notes efficiently.

https://github.com/codexu/note-gen
#python #agents #document_search #evaluation #guardrails #llms #optimization #prompts #rag #vector_stores

Ragbits is a tool that helps build and deploy GenAI applications quickly. It offers features like swapping between many language models, ensuring safe interactions with these models, and connecting to various data storage systems. Ragbits also includes tools for managing data and testing prompts, making it easier to develop reliable AI applications. This helps users create more accurate and efficient AI systems by integrating the latest data and reducing errors. Overall, Ragbits makes it faster and more efficient to develop and deploy AI applications.

https://github.com/deepsense-ai/ragbits
#jupyter_notebook

Unsloth is a tool that makes it much faster and easier to fine-tune large language models like Llama, Mistral, and Gemma, even on regular computers or single GPUs. It uses smart tricks to speed up training by 2 to 5 times and cuts memory use by up to 70%, so you can train models quickly without needing expensive hardware[1][3][4]. The benefit is that anyone—developers, researchers, or AI fans—can create custom AI models for different tasks, from chatting to vision, in less time and with less hassle, using ready-made notebooks and guides for popular models[3][5].

https://github.com/unslothai/notebooks