AI Search on Jamie Ede

Ask the Honda Monkey Z125 service manual

Tue, 16 Jun 2026 10:00:00 +0000

The Honda Monkey Z125 is the bike that refuses to be taken seriously and is all the better for it — a 125cc air-cooled single wrapped in fat tyres and chrome, a deliberate throwback to the Z50 minibikes people learned to ride on. They get bought, modified, handed down and tinkered with constantly, which means a lot of owners end up nose-deep in the service manual for a job that should take ten minutes. And like every other bike manual on the internet, it lives as a PDF you scroll and squint at.

Ask the Honda VFR750F service manual

Fri, 12 Jun 2026 10:00:00 +0000

The Honda VFR750F is one of those bikes people keep for twenty years. A gear-driven-cam 90° V4 that sounds like nothing else, and enough build quality that plenty of RC36s are still on the road in daily use. What is not still in one piece is the paperwork: the official Honda workshop manual gets passed around owners’ forums as a fuzzy 300-page scan, and finding one number in it means squinting and scrolling.

The local OCR that scored best, and let the chatbot show the diagrams

Fri, 05 Jun 2026 11:00:00 +0000

In the last post I built a strict exact-match test for the OCR behind a 1994 Yamaha XV250 Virago manual chatbot and scored four local pipelines against 100 hand-verified values. The live corpus (Docling running EasyOCR) scored 61 percent; the best of the four was Docling + RapidOCR at 85 percent, and it got there doing genuine OCR on the page pixels, with nothing leaving the machine and no per-page API bill.