Github Top Repositories
Top GitHub repositories in one place 🚀 Explore the best projects in programming, AI, data science, and more.
Show more📈 Analytical overview of Telegram channel Github Top Repositories
Channel Github Top Repositories (@githubre) in the English language segment is an active participant. Currently, the community unites 14 130 subscribers, ranking 14 041 in the Education category and 28 697 in the India region.
📊 Audience metrics and dynamics
Since its creation on невідомо, the project has demonstrated rapid growth, gathering an audience of 14 130 subscribers.
According to the latest data from 26 August, 2026, the channel demonstrates stable activity. Although there has been a change in the number of participants by 305 over the last 30 days and by 4 over the last 24 hours, overall reach remains high.
- Verification status: Not verified
- Engagement rate (ER): The average audience engagement rate is 1.08%. Within the first 24 hours after publication, content typically collects 0.69% reactions from the total number of subscribers.
- Post reach: On average, each post receives 152 views. Within the first day, a publication typically gains 98 views.
- Reactions and interaction: The audience actively supports content: the average number of reactions per post is 1.
- Thematic interests: Content is focused on key topics such as repository, fork, programming, statistic, description.
📝 Description and content policy
The author describes the resource as a platform for expressing subjective opinions:
“Top GitHub repositories in one place 🚀
Explore the best projects in programming, AI, data science, and more.”
Thanks to the high frequency of updates (latest data received on 27 August, 2026), the channel maintains relevance and a high level of publication reach. Analytics show that the audience actively interacts with content, making it an important point of influence in the Education category.
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