AI Basics & Learning Techniques

Neural Network

A neural network is a computational model inspired by the structure of the human brain. It consists of layers of interconnected nodes (neurons) that process data and identify patterns. Neural networks are the backbone of deep learning, powering applications in image recognition, natural language processing, and more. They enable machines to learn complex relationships in data through training and backpropagation.

IT Support Chatbot vs AI Agent: What to Build First
AI
AI Automation
AI Services
IT Support Chatbot vs AI Agent: What to Build First

An IT support chatbot answers employees’ IT questions from a knowledge base: how to set up a VPN, what the…

Voice Agent Architecture: How AI Phone Agents Work
AI
AI Automation
AI Services
Voice Agent Architecture: How AI Phone Agents Work

A voice agent architecture is the set of components that lets an AI system hold a phone conversation: it receives…

AI Embroidery Preview: How We Built TextileStudio.ai
AI
AI development
Generative AI
AI Embroidery Preview: How We Built TextileStudio.ai

An AI embroidery preview shows how an embroidery design will look on fabric before anyone stitches a physical sample. We…

Private LLM Deployment: API, Private Cloud, or On-Premise?
AI
AI Automation
AI development
Private LLM Deployment: API, Private Cloud, or On-Premise?

Deciding where a language model runs is now a security decision as much as an engineering one. For a private…

RAG vs Fine-Tuning: How to Choose for Your LLM App
AI
AI Automation
AI development
RAG vs Fine-Tuning: How to Choose for Your LLM App

Deciding on RAG vs fine-tuning is one of the first architecture decisions in any LLM application. It comes down to…

AI Agent Architecture: 5 Essential Production Components
AI
AI Automation
AI development
AI Agent Architecture: 5 Essential Production Components

AI agent architecture is the set of components that lets a language model pursue a goal across multiple steps: a…