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Every essay, tutorial, and experiment in the open — the working notes behind computational sovereignty.
15 posts tagged Local LLMs 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
- 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
- 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 22, 2025Complete Guide: Building an AI Knowledge Companion with Browser-Use, MCP, and Ollama for Advanced Web Automation and Information ProcessingA comprehensive guide to building an AI-powered knowledge companion system that combines Browser-Use for web automation, Model Context Protocol (MCP) for tool integration, and Ollama for local LLM processing to create an intelligent research and information gathering assistant.Browser-UseMCPOllamaAI Knowledge CompanionWeb AutomationInformation Processing
- Mar 22, 2025Complete Blueprint: Building a Local LLM Document Processing Pipeline with Advanced Extraction, Semantic Analysis, and Scalable StorageA comprehensive guide to building a production-ready local LLM document processing pipeline with advanced extraction, semantic analysis, vector storage, and transformation capabilities for enterprise document management.Local LLMsDocument ProcessingSemantic AnalysisVector DatabasesText ExtractionOllama
- 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 MCP with OpenAI Responses API, Agents SDK, and Ollama for Symbiotic IntelligenceA comprehensive guide to building symbiotic intelligence systems by integrating Model Context Protocol (MCP) with OpenAI's Responses API and Agents SDK, using Ollama for local LLM inference to create autonomous AI agents with hybrid cloud-local capabilities.MCPOpenAI Responses APIOpenAI Agents SDKOllamaSymbiotic IntelligenceHybrid AI
- Mar 12, 2025The Convergence of MCP, OpenAI Agents SDK, and Ollama: An Architectural Paradigm for Advanced AI SystemsA theoretical and philosophical exploration of integrating Model Context Protocol (MCP) with OpenAI's Agents SDK and Ollama, creating distributed cognitive systems with local computational sovereignty and cloud-augmented capabilities.MCPOpenAI Agents SDKOllamaDistributed AICognitive ArchitectureAI Philosophy
- 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 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
- Mar 9, 2025Complete Guide: Building an AI-Powered Next.js Application with Custom Agent Framework and Ollama IntegrationA comprehensive guide to building a Next.js application with a custom agent framework that integrates with Ollama for local AI task automation, featuring real-time streaming, task decomposition, and interactive user interfaces.Next.jsOllamaCustom Agent FrameworkAI Task AutomationLocal LLMsReal-Time Streaming
- Feb 5, 2025Complete Ollama Smolagents Integration Tutorial: Building Open Deep Research Agents with Local LLMs for Autonomous AI Research and Tool UsageStep-by-step implementation guide for integrating Ollama with Smolagents framework to create powerful local AI agents capable of autonomous research, web searching, and multimodal content generation.SmolagentsOllamaAI AgentsCodeAgentDuckDuckGoText-to-Image
- 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