Hi. I'm @rUv
In the fast-paced world of artificial intelligence, I'm constantly finding new ways to harness the power of technology. One of the most captivating aspects of AI models like GPT-4 is their ability to "hallucinate" – generating completely new ideas and concepts that go beyond mere data processing. This capability underscores AI's potential to create, not just analyze.
The real magic happens when I blend human creativity with machine intelligence. By carefully crafting the input I give to the AI, I can guide it to produce insights that are both valuable and actionable. The GPT model then takes these insights, organizes them into coherent structures, and presents them in a way that I can develop and act upon.
Exploring the gray area between reality and AI-generated illusions opens up a world of innovation. It's in this space that I can discover groundbreaking concepts and projects that challenge our understanding of what's possible. These AI-driven innovations have the potential to transform industries ranging from healthcare and biotechnology to space exploration and clean energy.
When I collaborate with AI in this unique space, I often stumble upon unexpected discoveries that push the boundaries of my imagination. As I continue to explore AI-generated hallucinations, I must stay open to the unexpected and ready to embrace the unconventional. This mindset fosters creativity and paves the way for transformative advancements in an AI-driven world.
The potential of AI-generated hallucinations is vast and largely unexplored. By embracing this frontier and encouraging collaboration between human creativity and machine intelligence, I can unlock endless possibilities, shape the future of innovation, and redefine the boundaries of what we once thought possible.
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.
| Project/Description | GitHub |
|---|---|
| 🔐 Agent Name Service (ANS) - Secure registry for AI agents based on OWASP GenAI Security Project's ANS Protocol for agent discovery and interaction | Link |
| 🛠️ Agile Agents (A2) - Open-source framework for serverless intelligent agents with multi-cloud support | Link |
| 🧠 AgenticsJS - Intelligent search library with real-time results, visualization, and plugins | Link |
| 🌊 Agentic Diffusion - Advanced diffusion-based generative framework for code generation and agentic planning through self-evolving models | Link |
| 🚀 DSPy.ts - Browser-based AI framework for JavaScript and TypeScript developers to run models directly in users' browsers | Link |
| ⚡ Dynamo MCP - Discover, manage, and generate projects with cookiecutter templates via MCP | Link |
| ⚡ FACT: Fast Augmented Context Tools - Revolutionary LLM data retrieval replacing RAG with prompt caching and deterministic MCP tool execution | Link |
| 🌐 Federated MCP - Distributed runtime system for federated AI services with edge computing capabilities following the Model Context Protocol | Link |
| 🛡️ GuardRail Data Analysis System - API-driven framework designed to enhance AI systems and analysis workflows | Link |
| 🌊 MidStream - Real-time LLM streaming platform with inflight data analysis and dynamic tool integration built in Rust | Link |
| 🧠 NOVA - Neuro-symbolic Optimized Versatile Agent for knowledge distillation and compact model training | Link |
| 🔧 ONNX-Agent - Unified pipeline for training, optimizing, and deploying ONNX models with test-time compute methods | Link |
| 🧠 Pygentic - Enhances the capabilities of AI assistants by providing a flexible and standardized API | Link |
| 🧠 SAFLA - Production-ready autonomous AI system with hybrid memory, meta-cognitive reasoning, MCP integration, and comprehensive safety validation | Link |
| 📐 SPARC - Comprehensive methodology for robust and scalable application development: Specification, Pseudocode, Architecture, Refinement | Link |
| 🔊 Ultrasonic Agentics - Secure steganographic framework for embedding invisible AI commands and data in audio and video | Link |
| 📡 WiFi-DensePose - Privacy-first human pose estimation using WiFi CSI data with real-time multi-person tracking and enterprise-ready API | Link |
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 |
-
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