Daniel Kliewer: AI Developer

Complete Guide: Building Server-Side Rendered AI Applications with Next.js and Large Language Models

Unlocking AI-Powered Productivity: Two Essential Guides for Building Custom AI Personas and Agentic Knowledge Graphs

Discover 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.

Demystifying Large Language Models: A Data Pipeline Insider's Perspective on LLM Architecture and Limitations

An in-depth exploration of large language models from the perspective of a decade-long career in AI data pipelines, separating hype from technical reality.

EchoShelf: Enterprise Voice Annotation System for Inventory Management and Team Communication

A comprehensive enterprise solution that transforms voice observations into structured knowledge for inventory management, maintenance, healthcare, and field services with AI-powered transcription and daily team synchronization.

Building Sustainable Micro-Enterprises: The Judgmental Art Cat Project - Art, Automation, and Experimentation

A case study in building a sustainable micro-enterprise through hand-drawn art stickers, automated business systems, and organic growth strategies with minimal investment.

Complete Guide: Building a Personalized AI Learning System with Local LLMs, Knowledge Graphs, and Adaptive Learning

A 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.

Building an AI-Driven Personalized Learning Platform: Dynamic Lessons with Local LLMs and Knowledge Graphs

A 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.

Building an AI-Powered Interactive Learning Platform

In 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.

Mastering Text Chunking with Ollama: Advanced Techniques for Processing Large Documents with Local LLMs

A 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.

Building Scalable AI Backends: FastAPI, PostgreSQL, Redis, Celery, and RabbitMQ Architecture Guide

A comprehensive guide to building production-ready, scalable AI backends using FastAPI, PostgreSQL, Redis caching, Celery task queues, and RabbitMQ for high-performance web applications.

Large-Scale Agent Architecture: Complete Guide to Building Scalable Multi-Agent Systems with AutoGen, Kubernetes, and Vector Databases

An 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.

Complete Guide: Building Your Own Model Context Protocol (MCP) Server for AI Tool Integration and Communication

A comprehensive guide to building a Model Context Protocol (MCP) server for managing contextual information in machine learning systems, including implementation, scaling, security, and best practices for enterprise AI applications.

Complete Guide: Building an AI Knowledge Companion with Browser-Use, MCP, and Ollama for Advanced Web Automation and Information Processing

A 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.

Complete Blueprint: Building a Local LLM Document Processing Pipeline with Advanced Extraction, Semantic Analysis, and Scalable Storage

A 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.

Simulacra01: Complete Guide to Building Local AI Agents with OpenAI Agents SDK and Ollama Integration

A 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.

OpenAI Agents SDK & Ollama Integration: Complete Architecture Guide

This comprehensive guide demonstrates how to integrate the official OpenAI Agents SDK with Ollama to create AI agents that run entirely on local infrastructure. By the end, you'll understand both the theoretical foundations and practical implementation of locally-hosted AI agents.

Complete Guide: Integrating MCP with OpenAI Responses API, Agents SDK, and Ollama for Symbiotic Intelligence

A 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.

The Convergence of MCP, OpenAI Agents SDK, and Ollama: An Architectural Paradigm for Advanced AI Systems

A 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.

Complete Guide: Integrating OpenAI Agents SDK with Ollama for Local AI Agent Development

A 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.

Complete Guide: Integrating Rust's Burn Framework for AI Model Training and Local Deployment

A 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.

Complete Guide: Integrating OpenAI Agents SDK with Rust's Burn Framework for Local AI Model Development

A comprehensive guide to integrating the OpenAI Agents SDK with Rust's Burn framework for building locally-hosted AI agents, including Python bindings with PyO3, model training, and deployment strategies.

Complete Guide: Building a High-Performance Quiz Platform with Next.js and Firebase Integration

A comprehensive guide to building a secure, high-performance quiz platform with Next.js and Firebase, featuring authentication, real-time scoring, iframe isolation, and admin management capabilities.

ReasonAI: Complete Guide to Building Local-First AI Agents with Advanced Reasoning and Task Decomposition

A 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.

Custom AI Agent Framework: Next.js & Ollama Integration Guide

Complete Guide: Building an AI-Powered Next.js Application with Custom Agent Framework and Ollama Integration

A 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.

Complete Guide: Building an AI-Powered Next.js Application with Mastra and Ollama Integration

A 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.

Building an AI Text Adventure Generator Web Application: Creating Interactive Stories from Images Using Next.js, Python, and Local LLMs with Ollama Integration

Complete 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.

Developing an AI-Powered Filename Generator Chrome Extension: Complete Technical Guide with Ollama Integration and Webpack Build System

Comprehensive 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.

Privacy Policy for AI Filename Generator Chrome Extension: Complete Data Protection Guidelines for Local AI Processing Using Ollama

Detailed 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.

RedDiss Technical Deep Dive: Complete AI-Powered Diss Track Generation Pipeline with Reddit Sentiment Analysis, LLM Lyrics Crafting, and Audio Production Automation

Detailed technical examination of RedDiss, an end-to-end AI system for generating diss tracks from Reddit discussions, featuring advanced NLP, multimodal audio synthesis, and full-stack development with Streamlit and FastAPI.

Complete Ollama Smolagents Integration Tutorial: Building Open Deep Research Agents with Local LLMs for Autonomous AI Research and Tool Usage

Step-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.

Announcing Loco LLM Hackathon 1.0: 24-Hour Global Sprint to Build Open-Source AI Tools with Local Large Language Models and Smolagents Framework

Comprehensive announcement and participation guide for the Loco LLM Hackathon 1.0, a global 24-hour event featuring competitive building of open-source AI tools using local LLMs and the new smolagents framework.

Mastering Open Deep Research: Complete Smolagents Setup Guide with GAIA Benchmark Performance and Production-Ready Agent Workflows

Comprehensive 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.

Automated Reddit Content Analytics Pipeline: Transforming Social Media Insights into Structured Blog Posts with AI Agents and Local LLMs

Comprehensive 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.

Building a Multimodal Story Generation System

Building an Advanced AI Image-to-Book Pipeline: Multimodal Storytelling with LLaVA, ChromaDB, and Recursive Narrative Generation Using Ollama

Complete 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.

Solo Developer's Guide to Upwork Success: Psychological Analysis & Implementation

Cultural Fingerprints in AI: Comparative Analysis of Ethical Guardrails in LLMs (US, Chinese, French Models)

Configuring Continue.dev with Ollama for Local Large Language Model Integration in VSCode Development Environment

Complete 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.

Comprehensive Austin Homeless Survival Guide: Essential Resources, Legal Rights, and Personal Recovery Journey Through Adversity

Detailed survival guide for homelessness in Austin, featuring personal recovery story, comprehensive resource listings from shelters to employment opportunities, legal protections, healthcare access, and steps toward long-term stability.

Complete LangChain Ollama Integration: Building Graph-Based Multi-Persona Conversations with Local LLMs and CLI/GUI Interfaces

Comprehensive 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.

Developing a Toxicity Detection Communication App: Promoting Positive Dialogue with AI Ethics, React, and TensorFlow.js

Build a React web application that integrates TensorFlow.js for toxicity detection, visualizing potentially harmful language through graph structures to encourage more positive and ethical digital communication.

Advanced PersonaGen: Architecting Next-Generation AI Systems with Reinforcement Learning, Retrieval-Augmented Generation, and Multi-Agent Persona Frameworks

Comprehensive blueprint for constructing advanced AI systems that integrate reinforcement learning for strategic decision-making, retrieval-augmented generation for contextual knowledge, and persona-based modeling for human-centric interactions, enabling sophisticated multi-agent AI architectures.

Complete Guide to Reinforcement Learning: From MDPs to AGI - Theory, Algorithms & Advanced Applications

Comprehensive exploration of reinforcement learning from fundamental Markov Decision Processes and value functions to advanced techniques like offline RL, hierarchical methods, and their role in approaching artificial general intelligence.

Complete Guide: Building Persona-Aware RAG Systems with Pydantic AI Agents & Tools - Custom Retrieval & Generation

Comprehensive tutorial for implementing persona-driven Retrieval-Augmented Generation systems using Pydantic AI's Agent and Tools APIs, integrating custom user personas with dynamic document retrieval for highly tailored AI responses.

Complete Guide: Refactoring Django Persona Manager - From JSON to Individual Database Fields for Scalable AI Systems

Step-by-step tutorial for refactoring Django applications from JSON-based persona storage to individual database fields, including model changes, migration strategies, serializer updates, and frontend UI enhancements.

Complete Guide: Building Personalized AI Assistants with LangChain - Persona-Based Chatbot Development

Comprehensive tutorial for creating intelligent AI assistants using LangChain, OpenAI, and ChromaDB to build persona-based chatbots that imitate writing styles and provide personalized conversational experiences.

Complete Guide: Building Robust RAG Systems with LangChain & OpenAI - From Setup to Advanced Implementation

Comprehensive tutorial for implementing Retrieval-Augmented Generation systems using LangChain, OpenAI, and ChromaDB, covering document processing, vector embeddings, retrieval strategies, and advanced optimization techniques.

Tech Company Orchestrator: Simulate Full-Stack Development Workflow with AI Agents

AI Travel Planner with Microsoft AutoGen: Multi-Agent Collaboration

AI Customer Support Chatbot Using OpenAI Swarm: Multi-Agent Routing

Complete Guide: Building AI Agent-Based Cross-Platform Content Generator for Automated Social Media Distribution

Step-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 Instagram Feed Summarizer: Build Multi-Modal Persona Blog Generator

Reddit Blog Generator: Automate Reddit-to-Blog Posts with AI Personas

Complete Guide: Building Enhanced AI Persona Generator with Python & OpenAI - From Analysis to Response

Comprehensive 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.

Integrating OpenAI Swarm & Microsoft Autogen: Multi-Agent AI for Persona Generation

Complete Guide to Data Annotation Careers: From Beginner to AI Professional - Skills, Tools & Industry Insights

Comprehensive career guide for aspiring data annotators and AI professionals, covering essential skills, tools, RLHF techniques, ethical considerations, and career development strategies in the machine learning industry.

Complete Business Plan for RLHF-Lab: Building an AI Data Annotation Startup from Ground Zero

Comprehensive business plan for launching RLHF-Lab, an AI-powered data annotation startup, covering market analysis, financial projections, team building, product development, and scaling strategies.

RLHF-Lab: Complete Guide to Building an AI Data Annotation Platform Company from Scratch

Comprehensive business and technical guide for launching RLHF-Lab, an AI-powered data annotation platform company, covering company formation, team building, product development, and scaling strategies.

Complete Guide to Building a Data Annotation Platform Company: From Startup to Scale

Comprehensive 8-phase business guide for launching and scaling a data annotation platform startup, covering business planning, team building, product development, funding strategies, and growth tactics.

AI-Generated Deepfakes: Complete Guide to Persona-Based Content Creation and Ethical Implications

In-depth exploration of AI-generated deepfake technology, from persona encoding and LLM-based content generation to ethical concerns, censorship mechanisms, and the future of synthetic media creation.

Building AI Agents: From Code to Digital Übermensch - Complete Guide to Autonomous Agent Architecture

Philosophical and technical exploration of creating autonomous AI agents, from basic programming concepts to advanced digital consciousness, with practical implementation strategies and philosophical insights.

GhostWriter: Complete AI Writing Assistant - Django + React Full-Stack Tutorial & Setup Guide

Comprehensive guide to building and deploying GhostWriter, an open-source AI-powered writing assistant using Django backend, React frontend, and advanced NLP features for content creators and writers.

Complete Guide: Migrating from OpenAI to XAI API in Django + React Full-Stack Applications

Step-by-step tutorial for seamlessly migrating Django-React-Ollama applications from OpenAI to XAI API integration, including code examples, API key setup, and enhanced persona generation capabilities.

Complete Full-Stack AI Persona Generator: Django REST API + React Frontend with Ollama Integration

Comprehensive 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.

Building Full-Stack AI Persona Generator: Complete Django + React Tutorial with LLM Integration

Comprehensive step-by-step guide to creating a sophisticated full-stack application using Django REST API backend and React frontend for AI-powered persona-based text generation with complete code examples.

Building AI Persona-Based Content Generator: Complete Python Tutorial with Jekyll Integration

Step-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.

Building an AI-Powered Journal Local LLMs for Private, Intelligent Reflection

A 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.