AI Docs The runfish AI toolbox

The tools I reach for, grouped by job.

A curated directory of the AI tools I use daily — chat, transcription, OCR, agentic automation, data access, and web-app development. Everything here earns its place by doing real work, not by being new.

And a note on the part that is still genuinely hard: finding the information you already have. Search itself needs rethinking — jump to why conventional search falls short.

Chat / interactive AI

Transcription

OCR (image text extraction)

Agentic AI / automation

Data access

The information-search issue

Today, important information is often hidden in text, making it hard to find when we need it. It is unfortunate that millions of hours are spent gathering information, yet we’re unable to recover it on demand. When we’re left with an incomplete picture, the result is inefficiency, project delays, or the spread of false information.

To unlock the information hidden in text, available search methods are insufficient — new search tools must be developed. The new approach must focus on searching information, not documents. In this context, knowledge graphs hold significant potential: