Research archive
Research
Every essay, tutorial, and experiment in the open — the working notes behind computational sovereignty.
9 posts tagged AI Development 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
- Oct 20, 2025How to Vibe Code a Next.js Boilerplate Repository - Complete Guide 2025Master vibe coding to create production-ready Next.js boilerplates. Complete step-by-step guide from brainstorming to deployment using AI assistance and structured documentation.Next.jsVibe CodingBoilerplateAI DevelopmentReactTypeScript
- Jul 8, 2025Complete Guide: Building Server-Side Rendered AI Applications with Next.js and Large Language ModelsBuild a Server Rendered AI Powered Page with Next.js + LLMs 🧠 Introduction: Build an AI Powered Web App with Next.js and LLMs In this guide, you're going to bu…Next.jsServer-Side RenderingLLM IntegrationOpenAIOllamaAI Development
- Mar 28, 2025Mastering Text Chunking with Ollama: Advanced Techniques for Processing Large Documents with Local LLMsA comprehensive guide to advanced text chunking strategies for Ollama, including semantic, hierarchical, and sliding window approaches for processing large documents while maintaining context and coherence.OllamaText ChunkingLocal LLMsDocument ProcessingSemantic ChunkingHierarchical Chunking
- Mar 13, 2025Simulacra01: Complete Guide to Building Local AI Agents with OpenAI Agents SDK and Ollama IntegrationA comprehensive guide to Simulacra01, a framework that integrates the OpenAI Agents SDK with Ollama for building locally-hosted AI agents with document analysis, custom agent creation, and advanced customization capabilities.Simulacra01OpenAI Agents SDKOllamaLocal AI AgentsDocument AnalysisCustom Agents
- Mar 12, 2025Complete Guide: Integrating OpenAI Agents SDK with Ollama for Local AI Agent DevelopmentA comprehensive guide to integrating the OpenAI Agents SDK with Ollama for building locally-hosted AI agents, including document analysis, custom agent creation, and advanced implementation strategies.OpenAI Agents SDKOllamaLocal AI AgentsDocument AnalysisCustom AgentsAI Development
- Mar 11, 2025Complete Guide: Integrating Rust's Burn Framework for AI Model Training and Local DeploymentA comprehensive guide to using Rust's Burn framework for AI model training, saving, and local deployment, including integration with Python and OpenAI agents for efficient, privacy-focused AI development.Rust Burn FrameworkAI Model TrainingLocal DeploymentRust AIPython IntegrationPerformance Optimization
- Mar 9, 2025ReasonAI: Complete Guide to Building Local-First AI Agents with Advanced Reasoning and Task DecompositionA comprehensive guide to building intelligent AI agents with local privacy using the reasonai03 framework, featuring task decomposition, real-time reasoning streams, and local LLM integration with Ollama.ReasonAIAI AgentsLocal LLMsTask DecompositionReal-Time ReasoningOllama
- Dec 19, 2024Configuring Continue.dev with Ollama for Local Large Language Model Integration in VSCode Development EnvironmentComplete setup guide for connecting Continue.dev extension with Ollama to run local large language models in VSCode, including configuration, model loading, and troubleshooting for seamless AI-powered coding assistance.Continue.devOllamaVSCodeLocal LLMsGGUF ModelsAI Development
- Dec 1, 2024Complete Guide: Building Robust RAG Systems with LangChain & OpenAI - From Setup to Advanced ImplementationComprehensive tutorial for implementing Retrieval-Augmented Generation systems using LangChain, OpenAI, and ChromaDB, covering document processing, vector embeddings, retrieval strategies, and advanced optimization techniques.RAGLangChainOpenAIChromaDBVector SearchAI Development