Knowledge Studio

Knowledge Studio is a separate open-source demo stack for turning YouTube videos into searchable transcripts, structured data points, and chat grounded in a single video. It pairs a Next.js app with an Express API, Supabase for persistence, and optional AI providers for categorization, extraction, and transcript chat.

How it relates to Luckee

Luckee (this site's product) focuses on commercial leads, email, and customer work. Knowledge Studio is documented here as part of the same open-source story: a reference implementation you can run locally or fork, without mixing it into the main CRM docs navigation beyond this section.

What you run

Expect two repositories: a web app (dashboard, YouTube Studio UI) and an Express server (transcript fetch, AI routes, database access). Clone both, apply each README's environment and migration steps, and point the web app at your API base URL—same rhythm as Getting started for Luckee, with Knowledge Studio–specific variables from those READMEs.

For the Next.js and Express repository map (clone targets), see Open source: Knowledge Studio. The Express repo's docs/ folder has engineering notes (for example how transcripts are fetched).

Technical deep dive

For how transcript download works without the YouTube Data API (InnerTube, captions, tradeoffs), see YouTube transcripts (InnerTube).