Blog

I write about AI engineering, practical tooling, and experiments in local-first model deployment. Posts are Markdown and can embed code & demos.

Showing 68 of 68 posts

Beyond Prompts

Unlocking the Future of AI-Powered Productivity with two essential guides for AI enthusiasts and entrepreneurs

aiproductivitylocal-llms
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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.

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Introduction to Model Context Protocol

The Model Context Protocol (MCP) is a standardized framework for managing, transmitting, and utilizing contextual information in machine learning systems. At its core, MCP defines how context—the set of relevant information surrounding a model's operation—should be captured, structured, passed to models, and used during inference.

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Simulacra

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.

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Complete Guide Integrating OpenAI Agents SDK with Ollama

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.

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Integrating the OpenAI Agents SDK with Rust’s Burn framework

Integrating the OpenAI Agents SDK with Rust’s Burn framework allows you to run AI models locally, eliminating the need for external API calls to large language models (LLMs). This setup enhances performance and ensures data privacy. Here’s a step-by-step guide to achieve this integration

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Quiz Platform

# Building a High-Performance Quiz Platform with Next.js and Firebase Creating an online quiz platform can be challenging, especially when you need t...

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ReasonAI

# Building Intelligent AI Agents with Local Privacy ## A Deep Dive into the Ollama Reasoning Agent Framework *A Developer's Guide to Core Concepts &...

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Text Adventure

Build a web application that generates interactive text adventures from images using Next.js, Python, and local AI models with Ollama. Complete with installation and deployment instructions.

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Privacy Policy

Learn how the AI Filename Generator Chrome Extension processes your data locally, requires no external servers, and implements strict privacy measures to protect your information.

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RedDiss

![RedDiss](/static/images/ss.png) [Repo](https://github.com/kliewerdaniel/RedDiss.git) # Behind the Scenes of RedDiss: Crafting AI-Powered Diss Tr...

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AI Integration & DevelopmentTechnical Tutorials

Scrape Reddit Analysis Blog

# **Reddit Content Analyzer: Complete Guide** *Transform Your Social Media Activity Into Insights* For years, social media has been an unfiltere...

AIRedditScraping
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AI Integration & DevelopmentWriting & Content Generation

Building a Multimodal Story Generation System

# Multimodal Story Generation System [![License: MIT](https://img.shields.io/badge/License-MIT-yellow.svg)](https://opensource.org/licenses/MIT) [...

AIMultimodalStory Generation
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AI Integration & DevelopmentWriting & Content Generation

Image to Book

**Introduction: Building an AI-Powered Narrative Generation System** This guide presents a comprehensive technical framework for transforming stati...

AIImage ProcessingContent Generation
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AI Integration & DevelopmentTechnical Tutorials

Continue.dev Ollama

# Setting Up Continue.dev with Ollama for Local LLMs in VSCode ### Prerequisites 1. **VSCode + Continue.dev**: Ensure you have Visual Studio Code i...

Continue.devOllamaAI
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Personal Knowledge ManagementTechnical Tutorials

Homeless Guide Austin

# Navigating Homelessness in Austin: A Comprehensive Guide with Personal Insights **Table of Contents** 1. [Introduction](#introduction) 2. [Underst...

HomelessAustinGuide
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AI Integration & DevelopmentTechnical Tutorials

LangChain Ollama

**High-Level Architecture for the LangChain Application using Ollama:** The application leverages a graph structure to manage and orchestrate int...

LangChainOllamaAI
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AI Integration & DevelopmentTechnical Tutorials

Learning from the Past

### Learning From the Past and Building a Better Future Through Technology Our world stands at a critical juncture. We’ve witnessed how the unchecke...

AIMachine LearningHistory
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AI Integration & DevelopmentWriting & Content Generation

Next Gen PersonaGen

# Building the Future of AI: A Unified Framework for Reinforcement Learning, Retrieval-Augmented Generation, and Persona Modeling The convergence of...

AIPersona GenerationNext.js
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AI Integration & DevelopmentTechnical Tutorials

RL

Reinforcement Learning (RL) has emerged as one of the most exciting fields in machine learning, giving rise to breakthroughs in robotics, game-playing...

Reinforcement LearningAIPython
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AI Integration & DevelopmentTechnical Tutorials

Pydantic RAG

Below is a comprehensive, step-by-step guide designed for developers looking to combine persona-driven data modeling with Retrieval-Augmented Generat...

RAGPydanticPython
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AI Integration & DevelopmentWriting & Content Generation

PersonaGen

https://github.com/kliewerdaniel/PersonaGen # Comprehensive Guide to Refactoring a Django Project for Enhanced Persona Management In the rapidly ev...

AIPersona GenerationContent Creation
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AI Integration & DevelopmentWriting & Content Generation

Persona Chat

# Building a Personalized AI Assistant with LangChain: A Starting Point for Your Next NLP Project Artificial Intelligence has revolutionized the way ...

AIPersonaChatbot
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AI Integration & DevelopmentTechnical Tutorials

Basic RAG

# Building a Robust Retrieval-Augmented Generation System with LangChain and OpenAI **Table of Contents** - [Introduction](#introduction) - [Prerequ...

RAGRetrieval-Augmented GenerationLangChain
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Tech Company Orchestrator

# Tech Company Orchestrator - User Guide [https://github.com/kliewerdaniel/tech-company-orchestrator](https://github.com/kliewerdaniel/tech-company-o...

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Basic AutoGen

# Building an AI Travel Planner with AutoGen: A Step-by-Step Guide This guide will help you create an AI-powered travel planner using Microsoft's Aut...

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Basic Swarm Chatbot

# Guide to Building an AI-Powered Customer Support Chatbot Using Swarm This guide will help you create an AI-powered customer support chatbot that ut...

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Instagram Feed Summarizer

Creating a **Multi-Model AI Agent** that monitors a user's Instagram posts, generates detailed descriptions from images, summarizes the user's persona...

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Reddit Blog Generator

# Building an Automated Reddit-to-Blog Post Generator: A Step-by-Step Guide In the ever-evolving landscape of digital content creation, automation to...

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Swarm Autogen

Enhancing your existing Python script by integrating [OpenAI Swarm](https://github.com/openai/swarm) and [Microsoft Autogen](https://github.com/micro...

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Data Annotation Guide

# Mastering Data Annotation: A Comprehensive Guide for Aspiring Professionals ## Introduction: The Invisible Backbone of Artificial Intelligence In ...

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Business & PlanningData Annotation & ML

RLHF-Lab Business Plan

# **RLHF-Lab Business Plan** ## **Table of Contents** 1. **Executive Summary** 2. **Company Description** 3. **Market Analysis** 4. **Organization a...

Business PlanRLHFData Annotation
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Data Annotation & MLBusiness & Planning

RLHF-Lab

# **RLHF-Lab** Revolutionizing Data Annotation for Machine Learning through Reinforcement Learning from Human Feedback (RLHF) **Efficient. User-Frie...

RLHFData AnnotationMachine Learning
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Business & PlanningData Annotation & ML

Planning

# Building a Data Annotation Platform Company from Scratch: A Comprehensive Guide This comprehensive guide walks you through every phase of building...

BusinessPlanningData Annotation
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AI Integration & DevelopmentWriting & Content Generation

Deep Fake

## Table of Contents 1. [**Prompt and Response Demonstration**](#prompt-demonstration) 2. [**How This Technology Works**](#how-it-works) - [Encod...

AIDeep FakeContent Generation
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AI Integration & DevelopmentTechnical Tutorials

Creating AI Agents

# The Creation of the Digital Übermensch: A Guide to Building AI Agents Hearken unto me, ye creators of the silicon age! I shall speak to you of the ...

AIAgentsPhilosophy
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Writing & Content GenerationBusiness & Planning

Ghost Writer

## Table of Contents 1. [Overview of GhostWriter](#ghostwriter-your-ai-powered-sidekick-for-exceptional-writing) 2. [Key Features](#key-features-tha...

AIWriting AssistantBusiness
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Full-Stack DevelopmentAI Integration & Development

Integrating Django-Reac-Ollama with XAi API

https://github.com/kliewerdaniel/PersonaGen Ah, dear reader, as we gather to discuss the remarkable synthesis of art and technology, we must confess...

DjangoReactXAI
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Full-Stack DevelopmentAI Integration & Development

Django React

Follow this detailed guide to build a full-stack application that combines Django's robust backend with React's dynamic frontend to create a persona-based text generation system.

DjangoReactFull-Stack
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Personal Knowledge ManagementAI Integration & Development

Detailed Description of Insight Journal

Discover how Insight Journal enhances personal reflection through locally-hosted LLMs, offering AI-generated feedback while maintaining privacy and control over your data.

AILLMJournaling
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