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🌟 shiyu-coder/Kronos caught my eye on GitHub Trending today.
🔗 https://github.com/shiyu-coder/Kronos
📝 Kronos: A Foundation Model for the Language of Financial Markets
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Kronos is the first open-source foundation model specifically designed for financial markets, trained on data from over 45 global exchanges. It's a decoder-only model that uses a novel two-stage framework to handle the unique characteristics of financial data. Key features include a specialized tokenizer that quantizes continuous K-line data into hierarchical discrete tokens, and a large autoregressive Transformer that enables it to serve as a unified model for diverse quantitative tasks.
To get started, you can install the required dependencies and load a pre-trained Kronos model and its corresponding tokenizer from the Hugging Face Hub. The
Technical highlights include the use of a two-stage framework, a specialized tokenizer, and a large autoregressive Transformer. The model is designed to handle high-noise characteristics of financial data and can be used for a variety of quantitative tasks.
The target audience for Kronos includes quantitative analysts, data scientists, and researchers working in finance. With Kronos, you can build robust and accurate models for financial forecasting and analysis.
In a nutshell, Kronos is a powerful tool for financial modeling, and with its open-source availability, it's an exciting opportunity for the finance and AI communities to explore and innovate - forecast your financial future with Kronos!
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🧠 Channel: https://xn--r1a.website/GithubRe
🔗 https://github.com/shiyu-coder/Kronos
📝 Kronos: A Foundation Model for the Language of Financial Markets
──────────────────────────────
Kronos is the first open-source foundation model specifically designed for financial markets, trained on data from over 45 global exchanges. It's a decoder-only model that uses a novel two-stage framework to handle the unique characteristics of financial data. Key features include a specialized tokenizer that quantizes continuous K-line data into hierarchical discrete tokens, and a large autoregressive Transformer that enables it to serve as a unified model for diverse quantitative tasks.
To get started, you can install the required dependencies and load a pre-trained Kronos model and its corresponding tokenizer from the Hugging Face Hub. The
KronosPredictor class provides a straightforward way to make forecasts, handling data preprocessing, normalization, prediction, and inverse normalization. You can also fine-tune the model on your own data using the provided pipeline.Technical highlights include the use of a two-stage framework, a specialized tokenizer, and a large autoregressive Transformer. The model is designed to handle high-noise characteristics of financial data and can be used for a variety of quantitative tasks.
The target audience for Kronos includes quantitative analysts, data scientists, and researchers working in finance. With Kronos, you can build robust and accurate models for financial forecasting and analysis.
In a nutshell, Kronos is a powerful tool for financial modeling, and with its open-source availability, it's an exciting opportunity for the finance and AI communities to explore and innovate - forecast your financial future with Kronos!
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🧠 Channel: https://xn--r1a.website/GithubRe
Github Top Repositories
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💡 alibaba/open-code-review just hit the trending charts — here's why it matters.
🔗 https://github.com/alibaba/open-code-review
📝 Open-source & free — Battle-tested at Alibaba's scale. Hybrid architecture code review tool: deterministic pipelines + LLM Agent, precise line-level comments, built-in fine-tuned ruleset (NPE, thread-safety, XSS, SQL injection), OpenAI & Anthropic compatible.
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The OpenCodeReview is an AI-powered code review CLI tool that originated as Alibaba Group's internal AI code review assistant. It reads Git diffs, sends changed files to a configurable large language model (LLM) via an agent, and generates structured review comments with line-level precision. The tool supports various platforms, including Windows, macOS, and Linux, and can be used with different agents like Claude Code, Codex, and Cursor.
Key features include precise file selection, smart file bundling, and fine-grained rule matching, which ensure that the review process is efficient and effective. The tool also supports
The project has a strong benchmark that demonstrates its effectiveness in code review, with higher precision and F1 scores compared to general-purpose agents. The benchmark is built from 50 popular open-source repositories, 200 real Pull Requests, and 10 programming languages.
To use OpenCodeReview, you can install it using npm and then configure the LLM provider and model. The tool provides a
The project has extensive documentation that covers installation, configuration, and usage, as well as contributing guidelines for developers who want to participate in the project. The project is licensed under the Apache-2.0 license.
Overall, OpenCodeReview is a powerful tool for code review that combines deterministic engineering with AI capabilities to provide efficient and effective code review. With its strong benchmark and extensive documentation, it is an excellent choice for developers and teams looking to improve their code quality. Take your code review to the next level with OpenCodeReview - automate your code review and focus on what matters.
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🧠 Channel: https://xn--r1a.website/GithubRe
🔗 https://github.com/alibaba/open-code-review
📝 Open-source & free — Battle-tested at Alibaba's scale. Hybrid architecture code review tool: deterministic pipelines + LLM Agent, precise line-level comments, built-in fine-tuned ruleset (NPE, thread-safety, XSS, SQL injection), OpenAI & Anthropic compatible.
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The OpenCodeReview is an AI-powered code review CLI tool that originated as Alibaba Group's internal AI code review assistant. It reads Git diffs, sends changed files to a configurable large language model (LLM) via an agent, and generates structured review comments with line-level precision. The tool supports various platforms, including Windows, macOS, and Linux, and can be used with different agents like Claude Code, Codex, and Cursor.
Key features include precise file selection, smart file bundling, and fine-grained rule matching, which ensure that the review process is efficient and effective. The tool also supports
ocr scan to review entire files for auditing unfamiliar codebases or directories.The project has a strong benchmark that demonstrates its effectiveness in code review, with higher precision and F1 scores compared to general-purpose agents. The benchmark is built from 50 popular open-source repositories, 200 real Pull Requests, and 10 programming languages.
To use OpenCodeReview, you can install it using npm and then configure the LLM provider and model. The tool provides a
CLI with various commands, including ocr review and ocr scan, to review code changes and entire files.The project has extensive documentation that covers installation, configuration, and usage, as well as contributing guidelines for developers who want to participate in the project. The project is licensed under the Apache-2.0 license.
Overall, OpenCodeReview is a powerful tool for code review that combines deterministic engineering with AI capabilities to provide efficient and effective code review. With its strong benchmark and extensive documentation, it is an excellent choice for developers and teams looking to improve their code quality. Take your code review to the next level with OpenCodeReview - automate your code review and focus on what matters.
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🧠 Channel: https://xn--r1a.website/GithubRe
🌟 andrewyng/aisuite caught my eye on GitHub Trending today.
🔗 https://github.com/andrewyng/aisuite
📝 Simple, unified interface to multiple Generative AI providers
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The aisuite library is a lightweight Python tool for building applications with Large Language Models (LLMs). It offers a unified Chat Completions API across multiple providers, including OpenAI, Anthropic, and Google, allowing you to swap providers by changing a single string. The library also features an Agents API with tools and toolkits for building agents that can perform tasks on your behalf.
To get started, you can install
The Agents API allows you to give models real Python functions as tools, run multi-turn loops, and attach ready-made toolkits or any MCP server. You can also govern tool calls with policies and persist agent state for long-running tasks.
The library is extensible, and you can add new providers by implementing a lightweight adapter. Contributions are welcome, and the library is released under the MIT License, making it free for commercial and non-commercial use.
One-liner takeaway:
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🧠 Channel: https://xn--r1a.website/GithubRe
🔗 https://github.com/andrewyng/aisuite
📝 Simple, unified interface to multiple Generative AI providers
──────────────────────────────
The aisuite library is a lightweight Python tool for building applications with Large Language Models (LLMs). It offers a unified Chat Completions API across multiple providers, including OpenAI, Anthropic, and Google, allowing you to swap providers by changing a single string. The library also features an Agents API with tools and toolkits for building agents that can perform tasks on your behalf.
To get started, you can install
aisuite using pip install aisuite. The library supports streaming and provides a Quickstart guide to help you set up your API keys and make your first calls.The Agents API allows you to give models real Python functions as tools, run multi-turn loops, and attach ready-made toolkits or any MCP server. You can also govern tool calls with policies and persist agent state for long-running tasks.
The library is extensible, and you can add new providers by implementing a lightweight adapter. Contributions are welcome, and the library is released under the MIT License, making it free for commercial and non-commercial use.
One-liner takeaway:
aisuite simplifies building LLM-powered applications with its unified API and flexible tooling, making it easier to integrate AI into your projects.──────────────────────────────
🧠 Channel: https://xn--r1a.website/GithubRe
🔍 Deep-diving into anthropics/claude-cookbooks — fresh off the trending list.
🔗 https://github.com/anthropics/claude-cookbooks
📝 A collection of notebooks/recipes showcasing some fun and effective ways of using Claude.
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The Claude Cookbooks repository is a valuable resource for developers looking to build with Claude, providing code snippets and guides to help integrate Claude into their projects. To get started, you'll need a Claude API key, which can be obtained for free. The code examples are primarily in
The repository includes a range of recipes covering various capabilities, such as text classification, retrieval augmented generation, and summarization. It also features tool use and integration examples, including customer service agents and calculator integration. Additionally, there are guides on third-party integrations, multimodal capabilities, and advanced techniques like sub-agents and automated evaluations.
Developers can explore the repository to discover how to enhance their applications with Claude's AI capabilities. Whether you're a seasoned developer or just starting out, the Claude Cookbooks provides a comprehensive resource to help you get the most out of Claude.
The key takeaway: Unlock the full potential of Claude with the Claude Cookbooks, your one-stop-shop for building innovative AI-powered applications.
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🧠 Channel: https://xn--r1a.website/GithubRe
🔗 https://github.com/anthropics/claude-cookbooks
📝 A collection of notebooks/recipes showcasing some fun and effective ways of using Claude.
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The Claude Cookbooks repository is a valuable resource for developers looking to build with Claude, providing code snippets and guides to help integrate Claude into their projects. To get started, you'll need a Claude API key, which can be obtained for free. The code examples are primarily in
Python, but the concepts can be adapted to other programming languages. The repository includes a range of recipes covering various capabilities, such as text classification, retrieval augmented generation, and summarization. It also features tool use and integration examples, including customer service agents and calculator integration. Additionally, there are guides on third-party integrations, multimodal capabilities, and advanced techniques like sub-agents and automated evaluations.
Developers can explore the repository to discover how to enhance their applications with Claude's AI capabilities. Whether you're a seasoned developer or just starting out, the Claude Cookbooks provides a comprehensive resource to help you get the most out of Claude.
The key takeaway: Unlock the full potential of Claude with the Claude Cookbooks, your one-stop-shop for building innovative AI-powered applications.
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🧠 Channel: https://xn--r1a.website/GithubRe
🚀 Meet Pumpkin-MC/Pumpkin: a gem from today's GitHub trending list.
🔗 https://github.com/Pumpkin-MC/Pumpkin
📝 Empowering everyone to host fast and efficient Minecraft servers.
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Pumpkin is a Minecraft server built entirely in Rust, focusing on performance, compatibility, security, flexibility, and extensibility. It supports the latest Java & Bedrock Minecraft server versions while adhering to Vanilla game mechanics. Key features include configuration, protocol tracking, world loading, player management, and entity handling.
To get started, check out the
Pumpkin is suitable for Minecraft enthusiasts, developers, and server administrators looking for a fast, efficient, and customizable experience.
Takeaway: With Pumpkin, you can create a lightning-fast Minecraft server that's both secure and highly customizable, making it an attractive choice for anyone looking to elevate their Minecraft experience.
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🧠 Channel: https://xn--r1a.website/GithubRe
🔗 https://github.com/Pumpkin-MC/Pumpkin
📝 Empowering everyone to host fast and efficient Minecraft servers.
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Pumpkin is a Minecraft server built entirely in Rust, focusing on performance, compatibility, security, flexibility, and extensibility. It supports the latest Java & Bedrock Minecraft server versions while adhering to Vanilla game mechanics. Key features include configuration, protocol tracking, world loading, player management, and entity handling.
To get started, check out the
Quick Start guide. The project is highly configurable and provides a foundation for plugin development. Pumpkin is suitable for Minecraft enthusiasts, developers, and server administrators looking for a fast, efficient, and customizable experience.
Takeaway: With Pumpkin, you can create a lightning-fast Minecraft server that's both secure and highly customizable, making it an attractive choice for anyone looking to elevate their Minecraft experience.
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🧠 Channel: https://xn--r1a.website/GithubRe
Github Top Repositories
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⚡ permissionlesstech/bitchat-android is making waves. Here's the full picture.
🔗 https://github.com/permissionlesstech/bitchat-android
📝 bluetooth mesh chat, IRC vibes
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Introducing Bitchat for Android, a secure, decentralized, peer-to-peer messaging app that uses Bluetooth mesh networks, eliminating the need for internet or phone numbers. This Android port maintains 100% protocol compatibility with the original iOS app, ensuring seamless cross-platform communication.
Key Features:
- Decentralized mesh network with automatic peer discovery and multi-hop message relay
- End-to-end encryption using X25519 key exchange + AES-256-GCM
- Channel-based chats with optional password protection
- Store & forward functionality for offline peers
- Privacy-focused with no accounts, phone numbers, or persistent identifiers
Usage: Download the app from the GitHub Releases page or get it on Google Play. Install the APK, grant necessary permissions, and launch the app to start mesh networking. Set your nickname, join a channel, and begin chatting.
Technical Highlights:
- Binary protocol optimized for Bluetooth LE
- Mesh networking with store-and-forward for offline message delivery
- Adaptive duty cycling for battery optimization
- EncryptedSharedPreferences for secure user settings
Audience: This app is suitable for individuals seeking secure, private messaging solutions, including those in areas with limited internet access.
Takeaway: Bitchat for Android offers a unique, decentralized messaging experience with a strong focus on security and privacy, making it an attractive option for those valuing freedom and confidentiality in their communications.
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🧠 Channel: https://xn--r1a.website/GithubRe
🔗 https://github.com/permissionlesstech/bitchat-android
📝 bluetooth mesh chat, IRC vibes
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Introducing Bitchat for Android, a secure, decentralized, peer-to-peer messaging app that uses Bluetooth mesh networks, eliminating the need for internet or phone numbers. This Android port maintains 100% protocol compatibility with the original iOS app, ensuring seamless cross-platform communication.
Key Features:
- Decentralized mesh network with automatic peer discovery and multi-hop message relay
- End-to-end encryption using X25519 key exchange + AES-256-GCM
- Channel-based chats with optional password protection
- Store & forward functionality for offline peers
- Privacy-focused with no accounts, phone numbers, or persistent identifiers
Usage: Download the app from the GitHub Releases page or get it on Google Play. Install the APK, grant necessary permissions, and launch the app to start mesh networking. Set your nickname, join a channel, and begin chatting.
Technical Highlights:
- Binary protocol optimized for Bluetooth LE
- Mesh networking with store-and-forward for offline message delivery
- Adaptive duty cycling for battery optimization
- EncryptedSharedPreferences for secure user settings
Audience: This app is suitable for individuals seeking secure, private messaging solutions, including those in areas with limited internet access.
Takeaway: Bitchat for Android offers a unique, decentralized messaging experience with a strong focus on security and privacy, making it an attractive option for those valuing freedom and confidentiality in their communications.
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🧠 Channel: https://xn--r1a.website/GithubRe
🌟 jenkinsci/jenkins caught my eye on GitHub Trending today.
🔗 https://github.com/jenkinsci/jenkins
📝 Jenkins automation server
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The Jenkins project is an open-source automation server that streamlines your development workflow, allowing you to focus on what matters most. With over 2,000 plugins, it supports automating virtually anything. Jenkins is commonly used for building projects, running tests, static code analysis, and deployment.
To get started, you can download Jenkins as a WAR file, Docker image, or native package from the official website. Jenkins offers two release lines: Weekly and Long-Term Support (LTS).
The Jenkins community is active, with many ways to contribute, including checking the
Jenkins is trusted by millions of users and adopted by thousands of companies worldwide. It's licensed under the
One line to sum it up: Automate your development workflow with Jenkins and focus on what really matters!
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🧠 Channel: https://xn--r1a.website/GithubRe
🔗 https://github.com/jenkinsci/jenkins
📝 Jenkins automation server
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The Jenkins project is an open-source automation server that streamlines your development workflow, allowing you to focus on what matters most. With over 2,000 plugins, it supports automating virtually anything. Jenkins is commonly used for building projects, running tests, static code analysis, and deployment.
To get started, you can download Jenkins as a WAR file, Docker image, or native package from the official website. Jenkins offers two release lines: Weekly and Long-Term Support (LTS).
The Jenkins community is active, with many ways to contribute, including checking the
CONTRIBUTING.md guide, exploring good first issues, and joining the Gitter chat. Jenkins is trusted by millions of users and adopted by thousands of companies worldwide. It's licensed under the
MIT License. One line to sum it up: Automate your development workflow with Jenkins and focus on what really matters!
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🧠 Channel: https://xn--r1a.website/GithubRe
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🌟 amnezia-vpn/amnezia-client caught my eye on GitHub Trending today.
🔗 https://github.com/amnezia-vpn/amnezia-client
📝 Amnezia VPN Client (Desktop+Mobile)
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Amnezia VPN Client is an open-source VPN solution that allows you to deploy your own VPN server. Its key features include ease of use, support for classic VPN protocols like OpenVPN, WireGuard, and IKEv2, as well as protocols with traffic masking. The client supports split tunneling and is available on Windows, MacOS, Linux, Android, and iOS.
Technical highlights of the project include the use of
The Amnezia VPN Client is suitable for anyone looking for a self-hosted VPN solution, including individuals and organizations. To get started, simply download the client, enter your server details, and connect to your VPN.
With its strong focus on security, ease of use, and flexibility, the Amnezia VPN Client is a great option for anyone looking to protect their online identity: Take control of your online security with Amnezia VPN Client.
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🧠 Channel: https://xn--r1a.website/GithubRe
🔗 https://github.com/amnezia-vpn/amnezia-client
📝 Amnezia VPN Client (Desktop+Mobile)
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Amnezia VPN Client is an open-source VPN solution that allows you to deploy your own VPN server. Its key features include ease of use, support for classic VPN protocols like OpenVPN, WireGuard, and IKEv2, as well as protocols with traffic masking. The client supports split tunneling and is available on Windows, MacOS, Linux, Android, and iOS.
Technical highlights of the project include the use of
Qt, OpenSSL, OpenVPN, and WireGuard. The project is licensed under the GNU General Public License v3.0 and is supported by donations.The Amnezia VPN Client is suitable for anyone looking for a self-hosted VPN solution, including individuals and organizations. To get started, simply download the client, enter your server details, and connect to your VPN.
With its strong focus on security, ease of use, and flexibility, the Amnezia VPN Client is a great option for anyone looking to protect their online identity: Take control of your online security with Amnezia VPN Client.
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🧠 Channel: https://xn--r1a.website/GithubRe
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🎯 permissionlesstech/bitchat landed on trending. Worth a proper look.
🔗 https://github.com/permissionlesstech/bitchat
📝 bluetooth mesh chat, IRC vibes
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Meet bitchat, a decentralized peer-to-peer messaging app that combines the power of local Bluetooth mesh networks for offline communication and the internet-based Nostr protocol for global reach. With no accounts, no phone numbers, and no central servers, bitchat prioritizes user privacy and security.
Key features include
From a technical standpoint, bitchat's
Whether you're looking for a secure messaging solution for personal use or a reliable communication tool for community organizing, bitchat is an excellent choice. Its
bitchat is perfect for anyone who values their online privacy and wants to take control of their digital communications - download it now and discover a new way to chat, free from the shackles of centralized servers!
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🧠 Channel: https://xn--r1a.website/GithubRe
🔗 https://github.com/permissionlesstech/bitchat
📝 bluetooth mesh chat, IRC vibes
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Meet bitchat, a decentralized peer-to-peer messaging app that combines the power of local Bluetooth mesh networks for offline communication and the internet-based Nostr protocol for global reach. With no accounts, no phone numbers, and no central servers, bitchat prioritizes user privacy and security.
Key features include
dual transport architecture, location-based channels using geohash coordinates, and intelligent message routing that automatically chooses the best transport method. The app also boasts end-to-end encryption using the Noise Protocol for mesh and BitChat private envelopes for Nostr fallback, ensuring secure and private conversations.From a technical standpoint, bitchat's
hybrid messaging architecture seamlessly integrates Bluetooth mesh networks for offline communication with the Nostr protocol for internet-based messaging. The app's automatic discovery and multi-hop relay capabilities enable efficient and reliable message transmission, even in areas with limited internet connectivity.Whether you're looking for a secure messaging solution for personal use or a reliable communication tool for community organizing, bitchat is an excellent choice. Its
universal app support for iOS and macOS, combined with its emergency wipe feature and performance optimizations, make it an attractive option for those seeking a private and efficient messaging experience.bitchat is perfect for anyone who values their online privacy and wants to take control of their digital communications - download it now and discover a new way to chat, free from the shackles of centralized servers!
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🧠 Channel: https://xn--r1a.website/GithubRe
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Github Top Repositories
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⚡ amnezia-vpn/amnezia-client is making waves. Here's the full picture.
🔗 https://github.com/amnezia-vpn/amnezia-client
📝 Amnezia VPN Client (Desktop+Mobile)
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Amnezia VPN is an open-source VPN client that allows you to deploy your own VPN server on your server. Ease of use is a key feature, as it automatically installs VPN docker containers to your server and connects to the VPN with just your IP address, SSH login, and password.
The client supports
Technical highlights include the use of
The client is available for Windows, MacOS, Linux, Android, and iOS, making it a versatile option for users.
Whether you're a developer looking to contribute or a user seeking a self-hosted VPN solution, Amnezia VPN is definitely worth checking out.
With its strong focus on security and ease of use, Amnezia VPN is a great choice for anyone looking for a reliable VPN client.
Take control of your online security with Amnezia VPN - self-host your own VPN server and stay protected!
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🧠 Channel: https://xn--r1a.website/GithubRe
🔗 https://github.com/amnezia-vpn/amnezia-client
📝 Amnezia VPN Client (Desktop+Mobile)
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Amnezia VPN is an open-source VPN client that allows you to deploy your own VPN server on your server. Ease of use is a key feature, as it automatically installs VPN docker containers to your server and connects to the VPN with just your IP address, SSH login, and password.
The client supports
OpenVPN, WireGuard, and IKEv2 protocols, as well as protocols with traffic masking like Cloak and Shadowsocks. It also has split tunneling support, allowing you to add specific sites or apps to enable VPN only for them.Technical highlights include the use of
Qt 6.10+, Conan package manager, and various other open-source projects like OpenSSL and Xray-core. The client is available for Windows, MacOS, Linux, Android, and iOS, making it a versatile option for users.
Whether you're a developer looking to contribute or a user seeking a self-hosted VPN solution, Amnezia VPN is definitely worth checking out.
With its strong focus on security and ease of use, Amnezia VPN is a great choice for anyone looking for a reliable VPN client.
Take control of your online security with Amnezia VPN - self-host your own VPN server and stay protected!
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🧠 Channel: https://xn--r1a.website/GithubRe
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Github Top Repositories
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💡 moeru-ai/airi just hit the trending charts — here's why it matters.
🔗 https://github.com/moeru-ai/airi
📝 💖🧸 Self hosted, you-owned Grok Companion, a container of souls of waifu, cyber livings to bring them into our worlds, wishing to achieve Neuro-sama's altitude. Capable of realtime voice chat, Minecraft, Factorio playing. Web / macOS / Windows supported.
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Meet AIRI, an AI-powered virtual companion that brings the concept of digital humans to life. Inspired by Neuro-sama, AIRI aims to provide a unique experience by allowing users to own and interact with their digital life, anywhere, anytime.
Key features include the ability to play games, chat, and engage in various activities. The project is
To get started, users can download
AIRI is designed for users looking for a virtual companion that can provide a more immersive experience. The project has a dedicated community, with a
The
In short, AIRI is your gateway to owning your digital life - anytime, anywhere.
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🧠 Channel: https://xn--r1a.website/GithubRe
🔗 https://github.com/moeru-ai/airi
📝 💖🧸 Self hosted, you-owned Grok Companion, a container of souls of waifu, cyber livings to bring them into our worlds, wishing to achieve Neuro-sama's altitude. Capable of realtime voice chat, Minecraft, Factorio playing. Web / macOS / Windows supported.
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Meet AIRI, an AI-powered virtual companion that brings the concept of digital humans to life. Inspired by Neuro-sama, AIRI aims to provide a unique experience by allowing users to own and interact with their digital life, anywhere, anytime.
Key features include the ability to play games, chat, and engage in various activities. The project is
open-sourced, ensuring users can interact with their digital companions even when live streams are offline.To get started, users can download
AIRI for Windows, macOS, or Linux, or access it through the web or mobile devices. The project also supports installation via winget or Scoop on Windows and Homebrew Cask on macOS.AIRI is designed for users looking for a virtual companion that can provide a more immersive experience. The project has a dedicated community, with a
Crowdin translation project and a Discord server for discussion and feedback.The
AIRI project is perfect for those who want to explore the possibilities of digital humans and virtual companions. With its open-source nature and cross-platform compatibility, AIRI is an exciting project that can bring a new level of interaction and engagement to the world of virtual companions.In short, AIRI is your gateway to owning your digital life - anytime, anywhere.
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🧠 Channel: https://xn--r1a.website/GithubRe
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