Hey everyone, welcome back to the channel! Get ready to explore the top trending open-source GitHub projects this week, part one. We've got a fantastic lineup of innovative projects that are making waves in the tech world, from AI-powered search engines to game-changing tools for developers. These projects offer something for everyone, so let's dive right in! Project number one: Perplex, an open-source AI search engine.

Let's we're looking at an exciting project called Perplex, an open-source AI-powered search engine that's making waves in the tech world. This isn't just your typical Google search. Perplex leverages the power of artificial intelligence to deliver a more comprehensive and insightful search experience. What sets Perplex apart is its unique approach. It offers two main modes: normal mode for traditional web searches and co-pilot mode, which takes your search to the next level by generating diverse queries and exploring top results to find sources directly relevant to your question. Think of it as having an AI research assistant by your side.

But that's not all! Perplex also has focus modes, allowing you to tailor your search for specific needs. Whether you're writing an essay, researching a paper, or just want to find a cool YouTube video, Perplex has a mode for you. And because it uses CRX NG, a meta search engine, you can be confident that you're getting the most up-to-date information from across the web.

For developers, Perplex even has an API, making it easy to integrate its powerful search capabilities into your own applications. Plus, it's entirely open-source, meaning the code is freely available for anyone to use, modify, and contribute to. This transparency fosters a community-driven approach to

developers perplex even has an API making it easy to integrate its powerful search capabilities into your own applications plus it's entirely open source meaning the code is freely available for anyone to use modify and contribute to this transparency Fosters a community-driven approach to

development ensuring Perplexity is constantly evolving and improving. So if you're looking for a search engine that goes beyond the ordinary, check out Perplexity. It's the future of search powered by AI and built for everyone. Project number two: Multi-agent orchestrator, building smarter

conversations with AI. We're exploring a fascinating project called Multi-agent Orchestrator. This innovative framework developed by AWS Labs is changing the way we build AI-powered conversational systems. Imagine having multiple AI agents, each specialized in a different domain, working together seamlessly to

provide a more comprehensive and engaging user experience. That's the core idea behind the Multi-agent Orchestrator. So what makes this project stand out? Well, it all starts with intelligent intent classification. The orchestrator analyzes user input, understanding the context and content of their queries, and

then dynamically routes those queries to the most appropriate AI agent. This ensures that users are always interacting with the right expert for their needs. But it goes beyond simple routing. The Multi-agent Orchestrator excels in context management, remembering past interactions and carrying that context across different agents. This

allows for more natural and coherent conversations, even when users switch between topics. The framework also boasts dual language support, implemented in both Python and TypeScript, making it accessible to a wider range of developers. It's flexible enough to handle both streaming and non-streaming

responses from agents and can be deployed on various platforms from AWS Lambda to your local environment. And to top it all off, the project comes with pre-built agents and classifiers, making it easy to get started. Plus, there's a demo app that showcases the orchestrator.

capabilities with specialized agents for travel, weather, restaurants, and more. If you're excited about the future of AI-powered conversations, the multi-agent orchestrator is definitely worth exploring. Project number three: browser use, making the web AI ready. We're looking at a project called browser use

which is all about making the internet more accessible for AI. Think of it as building a bridge between the complex world of websites and the amazing capabilities of AI agents. What makes this project unique? Well, it's not just about letting AI read websites; it's about letting them experience them like

we do. Imagine an AI that can see the images, understand the layout, and even click on buttons. That's what browser use enables. It combines the power of vision and HTML extraction, so AI agents can actually see the website and make sense of its structure. And it's not limited to

simple tasks. Browser use allows for automatic multi-tab management, which means the AI can handle tasks that involve jumping between different pages. It even lets you define custom actions, going beyond just clicking and scrolling. You can have the AI save data to files, update databases, or even ask a human for

help. But the coolest part? It's self-correcting. If the AI makes a mistake, it can learn from it and adjust its approach, just like we do when browsing the web. Plus, it's incredibly flexible. You can use it with a variety of powerful AI models thanks to its

integration with LangChain, a framework for working with large language models (LLMs). This means you can choose the best AI brain for the job, whether it's GPT-4 or something else. So if you're interested in the future of AI and how it interacts with the digital world, browser use is

definitely worth checking out project number four UNS sloth making LLMs faster and more accessible are you tired of waiting forever for your large language models to fine-tune? Well, say hello to UNS sloth! This incredible open-source project is here to revolutionize how we

work with LLMs. It's all about making the fine-tuning process lightning fast and incredibly efficient so you can spend less time waiting and more time building awesome AI applications. What makes UNS sloth so special? It all comes down to some seriously clever engineering under the

hood. UNS sloth uses OpenAI's Triton language, a high-performance programming language specifically designed for AI, to optimize the core computations involved in fine-tuning. Think of it like giving your LLM a turbocharged engine. On top of that, UNS sloth implements a

custom backpropagation engine, which is the heart of how LLMs learn, making it even faster and more efficient. The result? You can fine-tune your LLMs 2 to 5 times faster while using a whopping 80% less memory compared to standard methods. That means you can train bigger

models on smaller hardware, opening up a world of possibilities for developers and researchers with limited resources. And UNS sloth doesn't stop there. It supports a huge range of popular LLMs including Llama 3.2, Mistral, B-quen 2.5, and Gemma. And if you want to push the

boundaries of efficiency even further, UNS sloth plays nicely with quantization techniques like 4-bit and 16-bit cuRAL, squeezing even more performance out of your hardware. But the best part? All this power is packaged in an incredibly user-friendly way. UNS sloth

offers beginner-friendly notebooks that make fine-tuning a breeze. Just add your data, run the notebook, and watch the magic happen. So if you're ready to experience the future of LLM fine-tuning, be sure to check out UNS Sloth. Links are in the description below. Don't forget to

like and subscribe for more cutting-edge AI content. Project number five: Luna Executor: Unleashing your Roblox scripting power. Hey gamers and coding enthusiasts, are you ready to take your Roblox experience to the next level? Today, we're diving into Luna Executor, a powerful

tool that unleashes the full potential of scripting within Roblox. Forget about limitations. Luna Executor empowers you to control and modify gameplay in ways you never thought possible. What makes Luna Executor truly stand out is its unique combination of features designed specifically for Roblox users.

At its core, Luna Executor enables you to execute custom scripts within your favorite Roblox games. This means you can automate tasks, manipulate in-game elements, and even create entirely new game mechanics. But Luna Executor goes beyond just basic scripting. It offers an enhanced performance engine to optimize

your scripts, ensuring smooth gameplay without lag. The user-friendly interface makes it easy to navigate and utilize the executor's features, even if you're new to scripting. And to jump-start your scripting adventures, Luna Executor provides a rich library of pre-built scripts for various Roblox games. You can

find scripts to enhance your gameplay, automate boring tasks, or simply explore the possibilities of what you can create. Don't forget about the auto-update feature, which ensures you always have the latest version with all the newest features and improvements. And Luna Executor is an open-source project.

meaning it's constantly evolving and improving thanks to the contributions of a passionate community. So if you're ready to unleash your scripting creativity and take your Roblox gaming to the next level, check out Luna executor. Project number six: React Scan. Visualize and eliminate slow renders in

your React app. Hey developers, are you tired of sluggish React applications? Does tracking down performance bottlenecks feel like searching for a needle in a haystack? Well, say hello to React Scan, a revolutionary tool that transforms how you pinpoint and fix performance issues in your React

projects. What makes React Scan so unique is its visual approach to performance debugging. This tool automatically detects and highlights renders that cause slowdowns so you can see exactly which components need attention. Forget digging through complex profiler data, React Scan shows you the problem areas

right on your screen. And it gets even better. React Scan offers a  counter sound effect that intensifies as renders become more frequent, providing an auditory cue to performance issues. For developers who prefer a hands-on approach, React Scan offers a programmatic API with functions like

'scan' and 'withScan' for granular control over component monitoring and data reporting. React Scan seamlessly integrates with popular frameworks like Next.js and Vite, and offers flexible installation options via script tag or npm. React Scan is all about making performance optimization in React intuitive, accessible, and even a bit fun.

So if you're ready to build lightning-fast React apps, check out React Scan. Project number seven: Joy Vasa. Bring portraits and animal images to life. Are you fascinated by the idea of animating still images and bringing them to life? Get ready to be amazed by Joy Vasa, a

cutting-edge project that's pushing the boundaries of audio-driven facial animation. Joy Vasa goes beyond typical portrait animation by enabling you to animate both human portraits and animal faces, all while maintaining incredible realism and smooth, natural movements. So what makes Joy Vasa so unique? It

utilizes a two-stage diffusion-based approach that sets it apart from other animation techniques. In the first stage, Joy Vasa decouples facial expressions from static 3D facial features. This clever separation allows for the creation of longer, more dynamic animations by combining different static

3D faces with various motion sequences. The second stage features a powerful diffusion transformer trained to generate realistic facial motion sequences directly from audio cues, regardless of the character's identity. This means you can use the same audio to animate different characters, adding a whole new level of flexibility and

creative control. Joy Vasa is trained on a massive dataset of Chinese and English data, enabling it to support multilingual animation. The project is open source and available on GitHub, so you can explore its capabilities and even contribute to its development. Imagine the possibilities: breathing life

into old family photos, creating engaging animated characters for your projects, or even bringing your pet's pictures to life with realistic movements synced to your voice. With Joy Vasa, the potential for creative expression is limitless. Project number eight: Ladybird, a truly independent web browser taking flight.

Hey, tech enthusiasts! Are you tired of the same old browser choices? Craving something truly different and built from the ground up? Let me introduce you to Ladybird, a web browser that's breaking the mold. What sets Ladybird apart is its commitment to being a completely

independent browser meaning it doesn't rely on existing engines like Chromium or Gecko instead it boasts a novel engine based entirely on web standards that's right this browser is forging its own path Ladybird is built with a multiprocess architecture for enhanced security and stability think of it like

separate compartments working together the UI web content rendering image decoding and network requests each have their own dedicated process this isolation is a huge plus as it protects the browser from malicious content and prevents crashes in one area from bringing down the whole system Ladybird

is also open-source and welcomes community contributions making it a truly collaborative project right now Ladybird is in its early stages described as pre-alpha and is primarily aimed at developers but even in these early days it's showing incredible promise it runs on Linux Mac

OS Windows using WSL2 and various other Unix-like systems ensuring broad compatibility with its unique approach and commitment to web standards Ladybird could become a major player in the browser world project number nine GPT-4 Free unleashing the power of AI for free

are you fascinated by the incredible potential of large language models like GPT-4 but find yourself limited by paywalls or restricted access well get ready to be amazed by GPT-4 Free a revolutionary project that's breaking down barriers and making powerful AI

accessible to all what sets GPT-4 Free apart is its ingenious approach it acts as a central hub and toolkit for tapping into a wide array of language models including the coveted GPT-4 through a clever combination of methods think of it as a master key that unlocks the

power of AI GPT 4 free doesn't rely on a single source but instead aggregates and integrates with multiple providers including those offering free trials, reverse-engineered APIs, and community-developed alternatives. This multi-provider approach is like having multiple backup generators, ensuring that

you're never left in the dark when it comes to AI access. It's also open-source and community-driven, meaning anyone can contribute to its development, expanding its capabilities and ensuring its continuous evolution. But it gets even better. GPT for free offers a

user-friendly interface through its Python API and a sleek web-based UI, making it a breeze to use for both seasoned developers and AI newcomers. Plus, it boasts comprehensive documentation walking you through everything from installation to usage examples, provider details, and troubleshooting tips. And if you ever get stuck, there's a vibrant

community on Discord and Telegram ready to help. GPT for free represents a giant leap towards democratizing AI, empowering you to experiment, create, and innovate across a wide range of applications. Check out the links in the description to unlock the world of GPT 4 for free.

Project number 10: Black Friday deals, your ultimate guide to Mac OS and iOS software savings. Hey Apple fans, are you ready for Black Friday? Want to snag the best deals on the software and books you love for your Macs and iOS devices? Well, you've come to the right place. Let me

introduce you to Black Friday Deals, a fantastic GitHub repository that's basically your treasure map to amazing savings. This project is a curated list of all the hottest Black Friday deals, but here's the catch: it's specifically for Mac OS and iOS software and books, so

If you're a developer, designer, or just an Apple enthusiast, this is your one-stop shop for Black Friday savings. What makes Black Friday deals so special is that it's community-driven. That means it's constantly being updated with new deals thanks to contributions from

people like you. The list is super well organized with categories like development software, utility software, productivity software, and more so you can easily find what you're looking for. Plus, they use emojis to indicate the level of savings so you can quickly spot the biggest discounts. Each listing gives

you a nice summary of the software or book, tells you how much you'll save, and even provides any codes you need to get the deal. So if you're looking to upgrade your Apple software library without breaking the bank, be sure to check out Black Friday Deals. You'll find all the

links in the description below. And there you have it, some of the most exciting open-source projects trending on GitHub this week. We've only just scratched the surface, so be sure to subscribe and hit that notification bell so you don't miss part two where we'll uncover even more

amazing projects. Until then, happy coding, creating, and exploring the world of open source.

Top 10 Trending Open Source GitHub Projects This Week! #105

ManuAGI - AutoGPT Tutorials

인기 있는 오픈소스 깃허브 프로젝트 - 1부

Perplex: 일반 및 부조종사 모드가 있는 오픈 소스 AI 검색 엔진입니다.

Perplex는 다양한 요구에 맞는 초점 모드를 제공하고 최신 정보를 위해 CRX NG를 사용합니다.

Perplex는 개발자를 위한 API를 제공하며 완전히 오픈 소스입니다.

멀티 에이전트 오케스트레이터: 더 스마트한 AI 대화 구축

지능형 의도 분류는 쿼리를 적절한 AI 에이전트로 라우팅합니다.

여러 에이전트 간의 컨텍스트 관리에 탁월합니다.

이중 언어(파이썬 및 타입스크립트)와 다양한 배포 플랫폼을 지원합니다.

사전 구축된 상담원 및 데모 앱이 포함되어 있습니다.

브라우저 사용: 웹 AI 지원 브라우저 만들기

AI가 비전과 HTML 추출을 사용하여 사람처럼 웹사이트와 상호 작용할 수 있도록 합니다.

자동 멀티 탭 관리 및 사용자 지정 작업을 사용할 수 있습니다.

자체 수정이 가능하며 다양한 AI 모델을 위해 LangChain과 통합됩니다.

UNS Sloth: 더 빠르고 접근성 높은 LLM

최적화를 위해 OpenAI의 Triton 언어와 사용자 지정 역전파 엔진을 사용합니다.

80% 적은 메모리로 2~5배 빠른 LLM을 미세 조정합니다.

다양한 LLM 및 양자화 기술을 지원합니다.

초보자 친화적인 노트북을 제공합니다.

루나 실행기: 향상된 성능 엔진 및 사전 구축된 스크립트 라이브러리와 같은 기능으로 Roblox 스크립팅을 개선합니다.

리액트 스캔: 시각적 단서와 프로그래매틱 API를 사용하여 React 앱의 느린 렌더링을 시각화하고 제거하는 데 도움을 줍니다.

조이 바사: 2단계 확산 기반 접근 방식과 오디오 단서를 사용하여 인물과 동물 이미지를 애니메이션합니다.

레이디버드: 웹 표준과 다중 프로세스 아키텍처를 기반으로 하는 새로운 엔진을 갖춘 독립 웹 브라우저입니다.

GPT-4 무료: 다중 제공자 접근 방식을 통해 GPT-4를 비롯한 다양한 언어 모델에 대한 무료 액세스를 제공합니다.

블랙 프라이데이 할인: Mac OS 및 iOS 소프트웨어와 도서를 위한 블랙 프라이데이 특가 상품 목록입니다.