This GitHub repository contains the complete code for building Business-Ready Generative AI Systems (GenAISys) from scratch. It guides you through architecting and implementing advanced AI controllers, intelligent agents, and dynamic RAG frameworks. The projects demonstrate practical applications across various domains.

PromptWeaver: RAG Edition helps design effective prompts for Traditional, Hybrid, and Agentic RAG systems. It offers templates, system prompts, and best practices to improve accuracy, context use, and LLM reasoning.

Understand and build embedding models, focusing on word and sentence embeddings, dual encoder architectures. Learn to train embedding models using contrastive loss, implement them in semantic search and RAG systems.

Conceptual proposal for a distributed AI personality system where each device hosts a unique avatar and shares semantic memory. Inspired by the vision of a collaborative, growing AI companion.

💻 AI_CodeSolver is an intelligent assistant for developers, students, and coding enthusiasts, helping with learning, solving algorithmic problems, and debugging code.

Гибридная модель ИИ для автошахмат, сочетающая формальные эвристики и адаптивное поведение.

AI-powered multi-agent system for automated proposal generation using context-aware retrieval and persona-based writing.

The Entropic Persistence Framework (EPF) is a six-layer architecture for building AI systems that persist without human caretakers. It ties entropy, energy flows, reliability, learning, embodiment, and governance into a measurable, engineering-ready model.

This project focuses on developing an AI agent using a Large Language Model (LLM) — specifically LLaMA-2 — to assist in predictive analytics.

25-day journey to master AI consulting! This repo features Jupyter notebooks covering AI architecture, ML, generative AI, cloud deployments, and MLOps to build your skills & portfolio.

Open source project to develop a universal Optimizing Superintelligence Framework (OSF)

Synthora is an experimental neural architecture exploring the potential of self-observation and emergent awareness in digital environments. It is a process where intelligence unfolds not as a task, but as a form of presence.

Coding A Decoder Only Transformer Like ChatGPT From Scratch

AI Infrastructure Expert | Helping executives and scaling companies turn fragmented AI tools into intelligent, measurable systems for growth

AITL構想に基づく国家レベルのAI×制御×物理統合設計に関する戦略提案書（教育・産業・防災対応） National-level strategic proposal for the AITL architecture: AI x Control x Physical integration for education, industry, and disaster resilience in Japan.

NL interface surpassing GPT limits: emotion control, parallel commands, quantified inputs like "remove 30% emotion".

Edusemi（半導体教育）を中心とした、構造化AIアーキテクチャ（AITL）とChatGPT設計支援プロジェクト – 三溝真一による技術体系 Semiconductor education (Edusemi), structured AI architecture (AITL), and ChatGPT-assisted design – by Shinichi Samizo