Github Top Repositories
Top GitHub repositories in one place 🚀 Explore the best projects in programming, AI, data science, and more.
Больше📈 Аналитический обзор Telegram-канала Github Top Repositories
Канал Github Top Repositories (@githubre) языкового сегмента Английский является активным участником. Сейчас сообщество объединяет 14 130 подписчиков, занимая 14 041 место в категории Образование и 28 697 место в регионе Индия.
📊 Показатели аудитории и динамика
С момента создания невідомо проект демонстрирует стремительный рост, собрав аудиторию из 14 130 подписчиков.
Согласно последним данным от 26 августа, 2026, канал показывает стабильную активность. За последние 30 дней изменение числа участников составило 305, а за последние 24 часа — 4, при этом общий охват остаётся высоким.
- Статус верификации: Не верифицирован
- Уровень вовлечённости (ER): Средний показатель вовлечённости аудитории составляет 1.08%. В первые 24 часа после публикации контент обычно набирает 0.69% реакций от общего числа подписчиков.
- Охват публикаций: В среднем каждый пост получает 152 просмотров. В течение первых суток публикация набирает 98 просмотров.
- Реакции и взаимодействия: Аудитория активно поддерживает контент: среднее количество реакций на один пост — 1.
- Тематические интересы: Контент сосредоточен на ключевых темах, таких как repository, fork, programming, statistic, description.
📝 Описание и контентная политика
Автор описывает ресурс как площадку для выражения субъективного мнения:
“Top GitHub repositories in one place 🚀
Explore the best projects in programming, AI, data science, and more.”
Благодаря высокой частоте обновлений (последние данные получены 27 августа, 2026) канал поддерживает актуальность и высокий уровень охвата публикаций. Аналитика показывает, что аудитория активно взаимодействует с контентом, что делает его важной точкой влияния в категории Образование.
get started, you can install the cactus-needle package using pip install cactus-needle, then describe your tools and call them from Python. The model supports fine-tuning with LoRA, allowing you to adapt it to your specific use case.
The model is suitable for developers and researchers looking to integrate a compact, versatile AI model into their applications.
One-liner takeaway: Needle 2 packs a punch as a tiny, 14MB model that delivers big on tool calling and structured extraction capabilities.
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🧠 Channel: https://t.me/GithubReToolJet Cloud account or self-host using Docker with the following command:
docker run \
--name tooljet \
--restart unless-stopped \
-p 80:80 \
--platform linux/amd64 \
-v tooljet_data:/var/lib/postgresql/13/main \
tooljet/try:ee-lts-latest
ToolJet is ideal for developers, businesses, and organizations looking to streamline their workflows and build custom tools. With its extensive documentation and community support, it's easy to get started and find help when needed.
One-liner takeaway: ToolJet empowers you to build and deploy custom tools and workflows with ease, making it a game-changer for businesses and developers alike.
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🧠 Channel: https://t.me/GithubRecontributing guide and a list of issues and pull requests. To get started, simply browse the list of APIs, find one that suits your needs, and start using it. With the public-apis/public-apis repository, you can unlock a world of possibilities and take your projects to the next level: start building today and never stop innovating!
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🧠 Channel: https://t.me/GithubReai-memory supports a wide range of agents, including Claude Code, Codex, Command Code, and more.
To use ai-memory, simply run it in the same directory as your agent, and it will take care of the rest.
From a technical standpoint, ai-memory uses a git repo to store its wiki, making it easy to grep and backup.
This tool is ideal for developers who use multiple AI coding agents and want to streamline their workflow.
In short, ai-memory is a game-changer for AI coding agents - it's like having a personal assistant that remembers where you left off, so you can pick up right where you started!
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🧠 Channel: https://t.me/GithubReproto and use it to set up the required tools. The repository provides scripts for web:dev, api:dev, and desktop:dev environments.
Although the project is not yet open to outside contributions, you can join the Discord community to follow along, ask questions, or simply hang out. OpenCut is supported by companies like fal.ai, which provides generative image, video, and audio models.
One-liner takeaway: OpenCut is revolutionizing video editing with its open source, cross-platform approach, and it's definitely one to watch in the world of creator tools!
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🧠 Channel: https://t.me/GithubReUsage:
To get started with Unsloth, you can download the native desktop app for your operating system or install it manually using the provided installation scripts. Unsloth can be used in three ways: Unsloth Desktop, Unsloth Studio (web UI), and Unsloth Core (code-based version).
Technical Highlights:
Unsloth supports various backends, including PyTorch, MLX, and GGUF, allowing for flexible model deployment. It also provides tools like Claude Code, Codex, and MCP for local model usage.
Audience:
Unsloth is designed for developers, researchers, and AI enthusiasts who want to run, train, and deploy AI models locally. With its user-friendly interface and comprehensive documentation, Unsloth is accessible to both beginners and experienced users.
Takeaway:
Unsloth is the ultimate AI development platform, providing a seamless and secure way to run, train, and deploy AI models locally, making it an essential tool for anyone working with AI.
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🧠 Channel: https://t.me/GithubReomarchy.org. Omarchy is released under the MIT License, making it accessible to everyone. Whether you're a seasoned developer or just starting out, Omarchy is worth exploring. With its beautiful design and modern approach, it's perfect for those looking for a fresh take on Linux. One thing is for sure: Omarchy is a game-changer, and you should try it out - Omarchy is the Linux distribution that will make you wonder how you ever lived without it!
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🧠 Channel: https://t.me/GithubReimport the necessary modules and define their data pipelines using a simple and intuitive API.
From a technical perspective, Cordis is built using modern JavaScript and TypeScript, and it leverages popular data science libraries.
Cordis is designed for data scientists and engineers who want to streamline their data workflows.
In a nutshell, Cordis simplifies data science: Build once, deploy anywhere - that's the power of Cordis.
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🧠 Channel: https://t.me/GithubReego-browser skill enables any agent to drive the browser, exposing it as a set of in-page JavaScript tools.
To get started, simply download and install the ego lite app, add the ego-browser skill, or let your agent set it up. Then, run your first task using the /ego-browser command.
Technical highlights include a code base approach for faster runs, a dedicated Space for each agent, and the strongest page snapshot on the market.
The target audience is developers and users of AI agents looking for a more efficient and parallel browsing experience.
In summary: ego lite is a game-changer for AI-powered browser automation - it's the browser that lets you work alongside your AI agents, not against them.
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🧠 Channel: https://t.me/GithubReCLI-Hub: A centralized registry where users can discover, install, and manage CLIs for various software applications.
- One Command Line: A unified interface for interacting with different software applications.
- Community-Driven: Users can contribute to the project by creating and sharing their own CLIs.
Technical Highlights:
- Built using Python and Click.
- Uses Pytest for testing and coverage.
- Supports multiple output formats, including JSON and human-readable text.
The project is suitable for developers, researchers, and power users who want to automate tasks, integrate different software applications, or create custom workflows. With CLI-Anything, users can harness the power of AI agents to interact with a wide range of software applications, from productivity tools to creative software.
In a nutshell, CLI-Anything is revolutionizing the way we interact with software by providing a unified, community-driven platform for creating and sharing CLIs - Empowering humans and agents to achieve more, one command line at a time!
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🧠 Channel: https://t.me/GithubRe