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Categories Javascript ML-AI

Local Vector Embeddings with Transformers.js for LLM Applications

  • By Craig
  • May 13, 2025

Introduction In the rapidly evolving landscape of Large Language Model (LLM) applications, vector embeddings have become a crucial component for enhancing AI capabilities. These…

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LangGraph Multi-Agent Diagram
Categories ML-AI Python

LangGraph Multi-Agent: Hands-on with a Supervisor Agent

  • By Craig
  • May 9, 2025

In the ever-evolving landscape of artificial intelligence, multi-agent systems are becoming increasingly important for handling complex tasks efficiently. The LangGraph multi-agent project exemplifies this…

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Atomic Agents Diagram
Categories ML-AI Python

Building Custom Chatbots with Atomic-Agents and OpenAI

  • By Craig
  • May 8, 2025

Introduction Atomic-agents are modular AI components designed to perform specific tasks within a larger conversational system. Following the Unix philosophy of “do one thing…

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Categories Python ML-AI

LangGraph Basics: Building Advanced AI Agents with Graph Architecture

  • By Craig
  • April 24, 2025

Why LangGraph? Before diving into installation, let’s understand why LangGraph is a powerful tool for building AI agents: Installation and Setup with uv Please…

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Categories Programming Javascript

Building Interactive CLI Applications with Ink and TypeScript

  • By Craig
  • April 4, 2025

Creating modern command-line interfaces doesn’t have to mean sacrificing user experience or developer productivity. React Ink brings the familiar component-based architecture of React to…

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Categories ML-AI

Optimizing Temperature Settings in LLM Output

  • By Craig
  • March 9, 2025

Ever wondered how to make AI writing sound exactly the way you want it? Temperature settings are your secret weapon! This guide will help…

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LLM Image Generation Example 2
Categories ML-AI

Creating Images and Videos with Multimodal LLMs

  • By Craig
  • March 6, 2025

Introduction Imagine having a conversation with an AI that not only understands your words but can see images, create visual content, and even work…

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Categories ML-AI

Leveling Up with Prompt Engineering and System Prompts for LLM Chatbots

  • By Craig
  • March 4, 2025

Introduction Large Language Models (LLMs) like ChatGPT and Claude have revolutionized how we interact with artificial intelligence. These chatbots can write code, analyze data,…

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Categories ML-AI

Getting Started with AI Chatbots: A Beginner’s Guide to ChatGPT and Claude

  • By Craig
  • March 3, 2025

Introduction Artificial Intelligence has become increasingly accessible through Large Language Models (LLMs), and two of the most popular options – ChatGPT and Claude –…

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