ai-architecture
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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.
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Aug 9, 2025 - Jupyter Notebook
Neuromodulatory Control Networks (NCNs), a novel LLM architectural modification inspired by the neuromodulatory systems in the vertebrate brain.
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Nov 29, 2025 - Python
AI-powered multi-agent system for automated proposal generation using context-aware retrieval and persona-based writing.
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Jun 30, 2025 - Python
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.
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Jul 30, 2025
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.
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Aug 21, 2024 - Jupyter Notebook
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.
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Jun 4, 2025
Гибридная модель ИИ для автошахмат, сочетающая формальные эвристики и адаптивное поведение.
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May 22, 2025 - C#
💻 AI_CodeSolver is an intelligent assistant for developers, students, and coding enthusiasts, helping with learning, solving algorithmic problems, and debugging code.
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May 19, 2025 - Python
Symbiogenesis is a memory-powered AI interface that evolves with you — combining neural recall (Mnemosyne) and predictive interaction (Prometheus) to enable true consciousness partnership.
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Jun 25, 2025
A series of small, high-signal analyses showing how real-world products handle system boundaries, meaning, drift, governance, and AI alignment—and where improvements could stabilize behavior.
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Nov 25, 2025
Generative AI Enterprise Architect building reflexive, semantic, and adaptive systems for AI-native organizations. This portfolio showcases governed frameworks and cognitive architectures forming the foundation of a forthcoming next-generation intelligence and decision-design platform.
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Nov 13, 2025
“Semantic Latent Engineering (SLE) is a high-level framework for reasoning about meaning, intent and agents on top of LLMs. It combines math, cognitive architecture and practical patterns (SD, HDSA, ABC, CPP, MMOR) to move from prompt tricks to auditable, testable semantic engineering.
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Nov 28, 2025 - HTML
Production-ready enterprise AI framework with three-layer architecture: UX Automation → Data Intelligence → Strategic Intelligence
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Oct 22, 2025 - Python
ASAN: A conceptual architecture for a self-creating (autopoietic), energy-efficient, and governable multi-agent AI system.
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Nov 6, 2025
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.
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Aug 11, 2025
A natural-language multi-agent OS with Tri-Axis reasoning, six cognitive modules, and a reference-switching engine that generates true collective intelligence.
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Nov 28, 2025
A structured case study analyzing how modern AI agents (e.g., Claude) experience meaning drift across safety layers, memory compression, and constraint handling — and how intent-preserving contracts could stabilize interpretation.
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Nov 28, 2025 - JavaScript
A collection of practical design patterns and blueprints for building safe, robust, and production-ready Generative AI systems. For tech leaders and architects.
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Oct 14, 2025
Public research notes, essays, and lightweight prototypes exploring the Recursive Identity Architecture (RIA): recursion, coherence, authorship, and non-collapsing decision systems.
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Nov 23, 2025
Core module of Sentinel OS - an offline-first, memory-persistent AI operating core for autonomous secure agents in zero-trust environments.
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Jun 23, 2025
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