Hi. I'm @rUv
One of the strange advantages of building everything in public is the sheer weight of my “prior art” portfolio.
When you step back and look at my GitHub, it is essentially a giant archive (millions of lines deep) of crazy experiments, many becoming a thing years later.
Some polished, some rough, some half baked but functional, at least for me anyway. What matters is that they exist, they ran, and they were shared.
Publicly before most other had even thought about Agents or Swarms..
Since 2021 I have been pushing ideas into the open as fast as I can think of them. Swarm orchestration, agentic memory, self learning vector databases, GNN layers inside the data store, dynamic mincut as a structural signal, proof gated mutations, edge cognition, neural meshes, chip architectures.
Many of these ideas appeared in my repos years before the industry began talking about them seriously.
Patent lawyers have an almost comical reaction when they look at the repo graph.
Millions of downloads every month. Every country. Thousands of monthly commits. Thousands of libraries connected to the same central conceptual stack. Every new project integrates the previous creating a chain of creation.
The typical patent lawyer’s first reaction is utter confusion. Their second is realization that the prior art surface area is enormous. Bigger than most F500 combined. Uniquely focused on Agentic Ai.
Like it or not, anyone filling an agentic patent has to deal with me.
Which seems to upsetting a lot folks. Am I fraud? Well, the code is there, the users and ultimately that’s all that matters to me.
I sometimes joke Edison filed a thousand patents across his entire career. I tend to drop the equivalent of that volume in a weekend. Just because I could.
Not because I am trying to patent everything. The opposite. The strategy is simple. Publish first. Free for all.
Long live ❤️ Open Source.
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My projects represent this space, a space of infinite possibilities only one step removed from reality.
Core frameworks and libraries for building AI-powered applications and intelligent systems.
Projects focused on intelligent agent systems, automation, and autonomous operations.
| Project/Description | GitHub |
|---|---|
| 🤖 Agent Algorithm Repository - Comprehensive repository for algorithms designed for intelligent agents | Link |
| 🪰 Agentic Employment Framework - Manage an adaptive network of autonomous agents | Link |
| 🤖 Agentic Search - GitHub Copilot Extension with AI-powered code suggestions, intelligent automation, and streamlined project management | Link |
| 🤖 Agentic-algorithms - Advanced algorithms implemented using Python and Pydantic for intelligent agents | Link |
| ⚙️ AgentXNG - CLI tool powered by Anthropic's Claude-3.5-Sonnet for development tasks | Link |
| 🏛️ AI-Driven Decentralized Organization (AIDO) - Network of specialized AI agents for autonomous and distributed decision-making without blockchain | Link |
| 🌟 Hello World Agent - Extensible agent framework leveraging ReACT methodology for autonomous task execution | Link |
| ⚡ Inflight Agentics - Real-time event processing system for continuous monitoring and autonomous action execution within milliseconds | Link |
| ✨ q-star - Reinforcement learning-based framework for intelligent agents using Microsoft AutoGen | Link |
| ⚙️ rUv MoE Toolkit - Powering software with self-learning & auto-enhancement | Link |
| Project/Description | GitHub |
|---|---|
| 📡 Agentic Edge Functions - Foundation for distributed autonomous AI agents operating at the network edge with low latency | Link |
| 🛰️ Agentic Preview - Asynchronous FastAPI backend service for deploying preview environments using Fly.io | Link |
Projects enhancing communication through AI-driven chatbots, voice interactions, and prompt engineering.
| Project/Description | GitHub |
|---|---|
| 🗨️ Agentic Voice - Advanced AI-powered chat app for real-time communication | Link |
| 🤖 Bot Generator Bot - The ultimate bot generator bot prompt. Create powerful ChatGPT bots for anything you can imagine | Link |
| 🔊 Omnipotent - Quantum consciousness voice interface for real-time AI conversations using OpenAI's speech API | Link |
| 🔧 Prompt Engine - A powerful and flexible template designed to facilitate the creation and customization of interactive prompts | Link |
| 📝 PromptLang() - A prompt-based programming language for prompts and AI interactions | Link |
| 🧮 Symbolic Scribe - Specialized prompt engineering tool using mathematical frameworks for precise, structured AI interactions | Link |
| 📊 SynthLang - Mathematically-structured prompt optimization tool that reduces AI costs and increases processing speed | Link |
| 📞 Voicebot - AI-driven mock interviews and voice interactions via phone calls, using Flask | Link |
Tools to streamline coding, deployment, and project management.
| Project/Description | GitHub |
|---|---|
| 🚀 AWS Dev - AWS development environment | Link |
| 🔄 Claude Code MCP – code-flow Mode - Code execution and refinement flow for RooCode-style agentic environments with autonomous code optimization | Link |
| 🐝 CodeSwarm: VSCode Remote MCP Server - CLI and MCP server for VSCode remote development with swarm deployment and instance management | Link |
| 📦 pipackager - Tool to manage your PyPI package | Link |
| 🔍 Reflective Engineer - LangChain-based development environment for building, testing, and deploying AI agents | Link |
| 🛠️ rUv-dev - AI-powered development using the rUv approach | Link |
| 🧩 SPARC 2.0 - Intelligent coding agent framework with MCP capabilities for automated software development | Link |
| 💻 SPARC IDE - Customizable VSCode distribution for agentic software development with Roo Code integration for prompt-driven workflows | Link |
| Project/Description | GitHub |
|---|---|
| 🔒 Agentic Security - Autonomous security pipeline combining AI tools for scanning, remediation, and code management | Link |
| 🔍 Agentic Security Scanner - AI-powered tool for automatically detecting vulnerabilities in code repositories | Link |
| Project/Description | GitHub |
|---|---|
| 🌐 Auto-Browser - AI-powered web automation tool that enables complex interactions through natural language commands | Link |
Projects leveraging AI for data manipulation, analysis, reporting, and predictive modeling.
| Project/Description | GitHub |
|---|---|
| 📑 Agentic Reports - Python library for generating research reports using AI models | Link |
| 📄 File Summarization API - FastAPI application for uploading files and generating summaries using LlamaIndex | Link |
| 📊 GenAI-Superstream - Demonstrates Agentic Engineering and "Vibe Coding" for data science with DuckDB and scikit-learn for UK job market AI impact analysis | Link |
| 💾 GPT Repository - Catalog of tailored GPT models for various applications | Link |
| 💰 LLM Total Cost of Ownership (TCO) Calculator - Tool to estimate the total cost of ownership for various LLMs | Link |
| 🧪 Mixture of Experts (MoE) Model Implementation - PyTorch implementation combining transformer layers with an MoE layer of 8 experts | Link |
| Project/Description | GitHub |
|---|---|
| 🧠 Cognitive Framework for Logic, Reasoning, and Comprehension - Framework optimizing logic and reasoning when using ChatGPT | Link |
| 📊 Config for a TikTok-like Recommender on Azure - Services needed to implement a TikTok-like recommender system using Azure | Link |
| 🗳️ Electo1 JS - Predict elections at an individual level in real-time | Link |
| 🤖 Sentient Systems: Declarative Cognitive Architecture - Bridging technology with human cognition and consciousness | Link |
| 🍓 Strawberry Phi - Fine-tuning app for OpenAI's GPT models | Link |
Projects enhancing user interfaces and experiences through AI.
| Project/Description | GitHub |
|---|---|
| 🌌 Genesis UI - Groundbreaking physics platform for robotics and embodied AI with simulation speeds of 43 million FPS | Link |
| 🚀 Infinity UI: A Sci-Fi Odyssey - Sci-fi inspired interactive user interface | Link |
| 🦙 Llamastack - UI for Meta LLama Stack Apps / Agents | Link |
| 🎨 retro-ai-ui - Prompt building web application with a retro-style Unix web-based command line interface | Link |
| 💻 rUvix - Retro-futuristic terminal interface showcasing agentic engineering services and vibe coding | Link |
| 🗂️ supa-ruv - Everything you need to use Supabase + AI | Link |
Tools for cloud development, deployment, and infrastructure management.
| Project/Description | GitHub |
|---|---|
| 🤖 Agentic DevOps - Autonomous AI-powered platform for managing cloud infrastructure across multiple providers | Link |
| 🛰️ Agentic Preview - Backend service for deploying preview environments using Fly.io | Link |
| 🚀 AWS Dev - AWS development environment setup | Link |
| 🔭 q-space - Deployment wizard for quantum computing applications using Azure Quantum and Functions | Link |
| 🗂️ supa-ruv - Resources for using Supabase with AI projects | Link |
Explorations into quantum computing applications and intelligent agents.
| Project/Description | GitHub |
|---|---|
| ✨ q-star - Framework for intelligent agents using Q-learning for decision-making | Link |
| ✨ Q-Star Agent Code - Reinforcement learning framework for intelligent agents using Microsoft AutoGen | Link |
| ⚛️ Quantum Agentics - Quantum computing system for optimizing agent-based task allocation using Azure Quantum | Link |
| 💰 Quantum Cryptocurrency - Next-generation cryptocurrency platform leveraging quantum computing for enhanced security and scalability | Link |
| 🔭 Quantum Magnetic Navigation - A navigation system that uses quantum magnetometers to provide precise positioning in GPS-denied environments. | Link |
Projects involving media capture, processing, and AI-based content analysis.
| Project/Description | GitHub |
|---|---|
| 📹 ai-video - Captures media streams and uses AI to analyze and summarize frames | Link |
| 🔥 Fireflies Webhook - Webhook endpoint for Fireflies transcripts with intent detection | Link |
| 📚 Story Development Toolkit - Python libraries designed to help generate engaging and coherent stories | Link |
Exploring swarm intelligence and distributed algorithms.
| Project/Description | GitHub |
|---|---|
| 📹 AWS ECS Video Processor - Framework for deploying a video processing service on AWS ECS | Link |
| 🐝 Basic SWARM Algorithm - Swarm computing algorithm performing basic functions | Link |
Projects focused on web development and API integration.
| Project/Description | GitHub |
|---|---|
| 🤖 Agentic_Robots.txt - Extended protocol framework for autonomous agent interaction with web applications | Link |
Miscellaneous projects that don't fit into other categories.
| Project/Description | GitHub |
|---|---|
| 📜 ai-gist - FastAPI application to create and update GitHub gists using the GitHub API | Link |
| 🏆 AIHL - The AI Hacker League: A non-profit for innovation, collaboration, and ethical AI practices | Link |
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Building a ChatGPT Plugin: AI Web Surfer
ChatGPT plugins are a powerful way to extend the capabilities of the ChatGPT.This how to build a ChatGPT plugin called "AI Surfer" that allows ChatGPT to surf the internet, summarize articles, and limit token counts using concurrent API connections. We'll also discuss how to deploy the plugin to Replit for free or to other cloud services. https://github.com/ruvnet/Surfer -
ChatGPT OpenAi API Plugin:
A powerful ChatGPT plugin that integrates with the OpenAI API, enabling creative text generation, conversational AI, model fine-tuning, and more. Enhance ChatGPT's capabilities with seamless access to OpenAI's language models. https://github.com/ruvnet/chatgpt-openai-api-plugin -
ChatGPT Hugging Face Plugin:
The Hugging Face API plugin for ChatGPT is a powerful integration that allows ChatGPT to interact with the Hugging Face platform, a leading provider of natural language processing (NLP) models, datasets, and tools. https://github.com/ruvnet/Surfer/tree/chatgpt-huggingface-plugin
High-performance Rust libraries and tools for distributed systems, quantum computing, and AI infrastructure.
| Crate/Description | Downloads | Link |
|---|---|---|
| 🔐 qudag-crypto - Quantum-resistant cryptography library for QuDAG with ML-KEM-768, ML-DSA, HQC, and BLAKE3 | 3,489 | Link |
| 🖥️ qudag-cli - Command-line interface for QuDAG to manage nodes, peers, dark addresses, rUv token exchange, and business plan payouts | 3,686 | Link |
| 🕸️ qudag - QuDAG: Darknet for agent swarms with ultra-fast quantum-resistant distributed communication platform | 3,584 | Link |
| 🌐 qudag-network - P2P networking layer for QuDAG with LibP2P, onion routing, dark addressing, and quantum encryption | 3,270 | Link |
| ⚡ qudag-dag - DAG consensus implementation for QuDAG with QR-Avalanche algorithm and Byzantine fault tolerance | 2,970 | Link |
| 📡 qudag-protocol - Protocol implementation for QuDAG orchestrating crypto, DAG, and network components | 2,737 | Link |
| 🔒 qudag-vault-core - Quantum-resistant password vault library with post-quantum cryptography | 2,605 | Link |
| 🧠 ruv-fann - Pure Rust implementation of the Fast Artificial Neural Network (FANN) library | 2,562 | Link |
| 🔗 qudag-mcp - Model Context Protocol (MCP) server for QuDAG integrating vault, exchange, and quantum-resistant operations | 2,053 | Link |
| 🤖 ruv-swarm-core - Core orchestration and agent traits for RUV Swarm | 1,935 | Link |
| 💻 cuda-rust-wasm - CUDA to Rust transpiler with WebGPU/WASM support | 1,887 | Link |
View all 82 crates at crates.io/users/ruvnet