Case Study – provider agnostic AI chat interface

8 months ago

A client wanted a “chatbot” to interface with all of the providers (Google, OpenAI, Perplexity, Anthropic, and image generation models)…

Creating a “Custom GPT” with Open Web UI

8 months ago

Why pay $20 per month to OpenAI when you can do it for "free" using OpenWeb UI. People say "free"…

Upwork: A Freelancer’s Descent into Kafkaesque Absurdity

8 months ago

The gig economy. A promised land of flexibility, autonomy, and unlimited potential. Or so the marketing spiel goes. But what…

Debugging OpenWebUI’s Hidden Image Processing Limits: A Technical Deep Dive

9 months ago

While integrating image generation with OpenWebUI using Replicate.com's API, I discovered an undocumented processing limit. The system would fail when…

Basic comparison between LLM providers

9 months ago

I’ve created this table of information to assist me in remembering the features and restrictions of each provider.

My issue with all AI providers / models

9 months ago

After testing multiple AI platforms, I realized they all had deal-breaking limitations—short conversation memory, prompt manipulation, censorship, rate limits, and…

From “AI in 7 Minutes” to Reality: The Hidden Costs and Complexities of Production-Ready AI

9 months ago

The marketing hype around AI often oversells simplicity, leaving many to grapple with the hidden complexities and costs of effective…

The Illusion of AI Knowledge: Making LLMs Work for You Without Overreliance

9 months ago

Unlock the potential of AI without starting from scratch! Discover how large language models (LLMs) like GPT-4 operate on statistical…