Research archive
Research
Every essay, tutorial, and experiment in the open — the working notes behind computational sovereignty.
8 posts tagged Knowledge Graphs clear
AI 45sovereign-ai 36Ollama 35ai-agents 31local-first 24local-first-ai 22Python 21RAG 21compile-time-ai 20knowledge-compiler 19knowledge-graph 19LLM 19Tutorial 19ollama 16Local LLMs 15Machine Learning 15Next.js 15FastAPI 13knowledge-graphs 12local-ai 12AI Agents 11MCP 11local AI 10rag 10AI Development 9OpenAI 9React 9Knowledge Graphs 8open-source 8sovereign AI 8
- Feb 3, 2026Dynamic Persona MoE RAG: Building a Memory-Driven Synthetic Intelligence with Knowledge Graphs and Persona EvolutionA comprehensive guide to building a memory-driven synthetic intelligence system that combines dynamic persona modeling, knowledge graphs, and mixture of experts RAG to create an evolving cognitive architecture.AIKnowledge GraphsPersona EngineeringRAGMemory SystemsSynthetic Intelligence
- Jan 25, 2026Synthetic Intelligence: Engineering the Sovereign, Deterministic MindA comprehensive guide to building deterministic, local-first Synthetic Intelligence systems using Dynamic Persona Mixture of Experts RAG architectureAISynthetic IntelligenceMixture of ExpertsRAGLocal LLMPersona Engineering
- Jan 22, 2026Building a Dynamic Persona-Based Mixture-of-Experts RAG SystemA comprehensive guide to building a dynamic, graph-based Mixture-of-Experts Retrieval-Augmented Generation system that leverages persona-driven AI agents for contextually rich responses.AIMachine LearningRAGMixture-of-ExpertsKnowledge GraphsOllama
- Jan 22, 2026From Scaffolding to Reality: Building the Dynamic Persona MOE RAG SystemComplete implementation guide transforming the theoretical dynamic persona MoE RAG system into a fully functional, end-to-end AI orchestration platform with multi-provider LLM integration, real-time visualization, and production-ready deployment.AIMachine LearningRAGMixture-of-ExpertsKnowledge GraphsOllama
- Jul 6, 2025Unlocking AI-Powered Productivity: Two Essential Guides for Building Custom AI Personas and Agentic Knowledge GraphsDiscover two groundbreaking e-books that teach you how to create custom AI personas for content creation and build agentic knowledge graphs with local LLMs for advanced AI productivity.AI PersonasKnowledge GraphsLocal LLMsAI ProductivityContent CreationAI Agents
- Mar 30, 2025Complete Guide: Building a Personalized AI Learning System with Local LLMs, Knowledge Graphs, and Adaptive LearningA comprehensive technical guide to building a self-hosted AI learning platform with Next.js, FastAPI, local LLMs, knowledge graphs, and retrieval-augmented generation for personalized, adaptive education.AI Learning PlatformLocal LLMsKnowledge GraphsRAGNext.jsFastAPI
- Mar 30, 2025Building an AI-Driven Personalized Learning Platform: Dynamic Lessons with Local LLMs and Knowledge GraphsA comprehensive guide to building a self-hosted AI learning platform that generates personalized lessons, quizzes, and coding challenges using local LLMs, knowledge graphs, and retrieval-augmented generation.AI Learning PlatformPersonalized LearningLocal LLMsKnowledge GraphsRAGNext.js
- Mar 29, 2025Building an AI-Powered Interactive Learning PlatformIn this guide, we will build an interactive learning platform that leverages AI to generate dynamic lessons, quizzes, and coding challenges from user-uploaded Markdown files.AI Teaching AssistantMarkdown ProcessingLocal LLMsPersonalized LearningInteractive QuizzesNext.js