Research archive
Research
Every essay, tutorial, and experiment in the open — the working notes behind computational sovereignty.
11 posts tagged AI Agents 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 25, 2025Large-Scale Agent Architecture: Complete Guide to Building Scalable Multi-Agent Systems with AutoGen, Kubernetes, and Vector DatabasesAn in-depth systems engineering guide to designing and implementing scalable multi-agent frameworks using AutoGen, Kubernetes, Kafka, vector databases, and local LLMs for enterprise-grade AI applications.Multi-Agent SystemsAutoGenKubernetesVector DatabasesScalable ArchitectureDistributed Computing
- 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 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 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
- 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 5, 2025Mastering Open Deep Research: Complete Smolagents Setup Guide with GAIA Benchmark Performance and Production-Ready Agent WorkflowsComprehensive tutorial for setting up and optimizing Open Deep Research with Smolagents framework, featuring GAIA benchmark testing, multi-model support, and production-grade autonomous research agents.SmolagentsOpen-Deep-ResearchHugging FaceGAIA BenchmarkAI AgentsCodeAgent
- 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
- Nov 29, 2024Tech Company Orchestrator: Simulate Full-Stack Development Workflow with AI AgentsTech Company Orchestrator User Guide https://github.com/kliewerdaniel/tech company orchestrator Welcome to the Tech Company Orchestrator ! This project is desig…AI AgentsTech WorkflowNetworkXOpenAISDLC Automation
- Nov 27, 2024Complete Guide: Building AI Agent-Based Cross-Platform Content Generator for Automated Social Media DistributionStep-by-step tutorial for creating intelligent AI agents that automatically generate and distribute platform-optimized content across multiple social media networks using Python, APIs, and automation.AI AgentsContent GenerationSocial MediaPythonAPI IntegrationAutomation
- Nov 27, 2024Complete Guide: Building Enhanced AI Persona Generator with Python & OpenAI - From Analysis to ResponseComprehensive tutorial for creating an intelligent AI persona generator and responder using Python, OpenAI API, and modular agent architecture for advanced writer styling and content generation.OpenAIPersona GeneratorNLPPythonLLMsTutorial