Advanced Architecture for AI Application (AKA AAAA!)
This post covers infrastructure improvement ideas for an existing AI application's architecture for better delivery, performance, and cost-reduction.
Category AI
AI for Web Devs: Deploying Your AI App to Production
This post covers preparing our app for production, deploying to a VPS, running it with a process manager, and using a reverse-proxy with an SSL.
AI for Web Devs: Addressing Bugs, Security, & Reliability
In this post we'll walk through our existing AI application and address bugs, security, and reliability concerns for most apps and AI apps specifically.
AI for Web Devs: AI Image Generation
In this post we create a Dialog component with Qwik before I share my strategy for dealing with the nuances of AI image generation with OpenAI.
AI for Web Devs: Prompt Engineering
Prompt engineering lets you modify AI behavior without changing application code. This post covers tools and techniques for prompt engineering.
AI for Web Devs: What Are Neural Networks, LLMs, & GPTs?
Good things to understand when building AI applications: artificial neural networks, LLMs, parameters, embeddings, GPTs, and hallucinations.
AI for Web Devs: Faster Responses with HTTP Streaming
Adding HTTP streaming to AI applications can improve perceived performance. This post covers the server side and client side requirements.
AI for Web Devs: Your First API Request to OpenAI
Make API request to OpenAI with fetch and Qwik forms, protect API keys with Qwik actions, and hide secrets with environment variables.
AI for Web Devs: Project Introduction & Setup
In this blog post, we start bootstrapping a web development project using Qwik and get things ready to incorporate AI tooling from OpenAI.