Research archive
Research
Every essay, tutorial, and experiment in the open — the working notes behind computational sovereignty.
35 posts tagged Ollama 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
- 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
- Mar 9, 2025Complete Guide: Building an AI-Powered Next.js Application with Mastra and Ollama IntegrationA comprehensive guide to building a Next.js application with Mastra and Ollama integration for AI-powered task automation, featuring real-time streaming, agent workflows, and production-ready deployment strategies.MastraOllamaNext.jsAI AgentsTask AutomationReal-Time Streaming
- Mar 3, 2025Building an AI Text Adventure Generator Web Application: Creating Interactive Stories from Images Using Next.js, Python, and Local LLMs with Ollama IntegrationComplete technical guide for developing an AI-powered text adventure generator that creates interactive stories from user-uploaded images using Next.js frontend, Python backend, and local LLM integration via Ollama for multimodal content generation.Next.jsPythonOllamaAI Text GenerationInteractive FictionWebSocket
- Feb 25, 2025Developing an AI-Powered Filename Generator Chrome Extension: Complete Technical Guide with Ollama Integration and Webpack Build SystemComprehensive development tutorial for building an AI-powered filename generator Chrome extension with Ollama local LLM integration, including code examples, Manifest V3 implementation, and production deployment strategies.Chrome ExtensionAIOllamaWebpackManifest V3Downloads API
- Feb 23, 2025Privacy Policy for AI Filename Generator Chrome Extension: Complete Data Protection Guidelines for Local AI Processing Using OllamaDetailed privacy policy for the AI Filename Generator Chrome Extension, explaining local data processing, Ollama integration, permissions, and comprehensive security measures to ensure user data protection.Chrome ExtensionAIPrivacyLocal ProcessingData ProtectionOllama
- 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
- Feb 3, 2025Automated Reddit Content Analytics Pipeline: Transforming Social Media Insights into Structured Blog Posts with AI Agents and Local LLMsComprehensive guide to building an automated content analysis pipeline that transforms Reddit posts and comments into structured blog articles using multi-agent AI systems with Ollama local LLMs.AIRedditScrapingAnalysisPythonPRAW
- Jan 22, 2025Building an Advanced AI Image-to-Book Pipeline: Multimodal Storytelling with LLaVA, ChromaDB, and Recursive Narrative Generation Using OllamaComplete technical guide to creating an AI-powered narrative generation system that transforms static images into complete books using multimodal analysis, vector databases, and recursive storytelling with LangChain and Ollama.AIImage ProcessingContent GenerationPythonLLMLLaVA
- 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 19, 2024Complete LangChain Ollama Integration: Building Graph-Based Multi-Persona Conversations with Local LLMs and CLI/GUI InterfacesComprehensive guide to integrating LangChain with Ollama for local LLM usage, featuring graph-based conversation orchestration, persona-driven responses, CLI and GUI interfaces, and iterative multi-round conversations.LangChainOllamaLLMAIPythonGraph-based Orchestration
- Oct 18, 2024Complete Full-Stack AI Persona Generator: Django REST API + React Frontend with Ollama IntegrationComprehensive tutorial for building a sophisticated full-stack application using Django backend with REST API, React TypeScript frontend, and Ollama LLM integration for AI-powered persona-based content generation.DjangoReactAIOllamaLLMPersona
- Oct 9, 2024Building AI Persona-Based Content Generator: Complete Python Tutorial with Jekyll IntegrationStep-by-step guide to creating an intelligent blog post generator using Python, LLMs, and Jekyll. Learn to analyze writing styles, extract personas, and automate content creation with complete code examples.AILLMContent GenerationPythonPersona AnalysisJekyll
- Oct 4, 2024Building an AI-Powered Journal Local LLMs for Private, Intelligent ReflectionA comprehensive guide to creating Insight Journal - an AI-integrated journaling platform using locally-hosted LLMs for personalized feedback while maintaining complete data privacy and control.AILLMJournalingPrivacySelf-HostingJekyll