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.
Projects focused on building AI frameworks, libraries, and tools to enhance AI capabilities.
| Project/Description | GitHub |
|---|---|
| 📐 SPARC - Comprehensive methodology for robust and scalable application development: Specification, Pseudocode, Architecture, Refinement | Link |
| 🤖 Agentic Search - Agentic GitHub Copilot Extension | 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 |
| 🧠 Pygentic - Enhances the capabilities of AI assistants by providing a flexible and standardized API | Link |
| 🛡️ GuardRail Data Analysis System - API-driven framework designed to enhance AI systems and analysis workflows | Link |
| 🪰 Agentic Employment Framework - Manage an adaptive network of autonomous agents | Link |
Projects enhancing communication through AI-driven chatbots and voice interactions.
| Project/Description | GitHub |
|---|---|
| 🗨️ Agentic Voice - Advanced AI-powered chat app for real-time communication | Link |
| 📞 Voicebot - AI-driven mock interviews and voice interactions via phone calls, using Flask | Link |
| 🤖 Bot Generator Bot - The ultimate bot generator bot prompt. Create powerful ChatGPT bots for anything you can imagine | Link |
| 📝 PromptLang() - A prompt-based programming language for prompts and AI interactions | Link |
| 🔧 Prompt Engine - A powerful and flexible template designed to facilitate the creation and customization of interactive prompts | Link |
Projects focused on automation and intelligent agent systems.
| Project/Description | GitHub |
|---|---|
| ⚙️ AgentXNG - CLI tool powered by Anthropic's Claude-3.5-Sonnet for development tasks | Link |
| 🛰️ Agentic Preview - Asynchronous FastAPI backend service for deploying preview environments using Fly.io | 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 |
| 🤖 Agent Algorithm Repository - Comprehensive repository for algorithms designed for intelligent agents | Link |
| 🤖 Agentic-algorithms - Advanced algorithms implemented using Python and Pydantic for intelligent agents | Link |
Projects leveraging AI for data manipulation, analysis, and reporting.
| Project/Description | GitHub |
|---|---|
| 📑 Agentic Reports - Python library for generating research reports using AI models | 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 |
| 📄 File Summarization API - FastAPI application for uploading files and generating summaries using LlamaIndex | Link |
Tools to streamline coding, deployment, and project management.
| Project/Description | GitHub |
|---|---|
| 📦 pipackager - Tool to manage your PyPI package | Link |
| 🛠️ rUv-dev - AI-powered development using the rUv approach | Link |
| 🚀 AWS Dev - AWS development environment | Link |
Projects enhancing user interfaces and experiences through AI.
| Project/Description | GitHub |
|---|---|
| 🚀 Infinity UI: A Sci-Fi Odyssey - Sci-fi inspired interactive user interface | Link |
| 🎨 retro-ai-ui - Prompt building web application with a retro-style Unix web-based command line interface | Link |
| 🦙 Llamastack - UI for Meta LLama Stack Apps / Agents | Link |
| 🗂️ supa-ruv - Everything you need to use Supabase + AI | Link |
Projects applying AI to forecasting and decision-making.
| Project/Description | GitHub |
|---|---|
| 🗳️ Electo1 JS - Predict elections at an individual level in real-time | Link |
| 🍓 Strawberry Phi - Fine-tuning app for OpenAI's GPT models | Link |
| 🧠 Cognitive Framework for Logic, Reasoning, and Comprehension - Framework optimizing logic and reasoning when using ChatGPT | Link |
| 🤖 Sentient Systems: Declarative Cognitive Architecture - Bridging technology with human cognition and consciousness | Link |
| 📊 Config for a TikTok-like Recommender on Azure - Services needed to implement a TikTok-like recommender system using Azure | Link |
Explorations into quantum computing applications and intelligent agents.
| Project/Description | GitHub |
|---|---|
| 🔭 q-space - Deployment wizard for quantum computing applications using Azure Quantum and Functions | Link |
| ✨ 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 |
Educational materials to help others learn about AI and programming.
| Project/Description | GitHub |
|---|---|
| 📘 The rUv Enterprise AI Guide - Detailed enterprise guide to AI implementation | Link |
| 🎓 Multi-Agent Conversational System - System navigating complex task trees in a financial system using specialized agents | Link |
| 📖 Introduction to Programming with Prompts - How prompt programming transforms developer-computer interaction | Link |
| 📱 Embedding MindStudio AI Applications with UUID - Notebook on embedding MindStudio AI apps with auto login functionality | Link |
| 📝 Reuven Cohen (rUv) Resume in Hypergraph Format - Resume formatted in Hypergraph Prompt format showcasing skills and experiences | Link |
| 📄 Strategic AI Integration Guide for CIOs - Guide covering strategic AI implementation from assessment to post-deployment | Link |
Explorations into advanced AI concepts and frameworks.
| Project/Description | GitHub |
|---|---|
| 🌐 Hypergraph Prompting Architecture - Methodical approach for structuring complex relationships and concepts | Link |
| 📝 Metaprompt Enhancements - Enhancements for output and prompt generation to improve AI responses | Link |
| 🧠 Advanced Consciousness and Memory Management - Integration of advanced consciousness and memory in AI systems | Link |
| 🐝 HiveMindLang (HML) Specification - Framework for AI agents within a hive mind architecture | Link |
| 📄 CARE: Framework for Evaluating AI Prompt Responses - CARE model focusing on Completeness, Accuracy, Relevance, and Efficiency | Link |
Tools for cloud development and efficient deployment.
| Project/Description | GitHub |
|---|---|
| 🛰️ Agentic Preview - Backend service for deploying preview environments using Fly.io | Link |
| 🗂️ supa-ruv - Resources for using Supabase with AI projects | Link |
| 🚀 AWS Dev - AWS development environment setup | Link |
Projects involving media capture 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 |
| 📄 File Summarization API - API for uploading files and generating summaries using LlamaIndex | Link |
Empowering creators with AI tools for storytelling.
| Project/Description | GitHub |
|---|---|
| 📚 Story Development Toolkit - Python libraries designed to help generate engaging and coherent stories | Link |
Exploring swarm intelligence and distributed algorithms.
| Project/Description | GitHub |
|---|---|
| 🐝 Basic SWARM Algorithm - Swarm computing algorithm performing basic functions | Link |
| 📹 AWS ECS Video Processor - Framework for deploying a video processing service on AWS ECS | 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