YouTube into a
knowledge graph.
There is brilliant thinking sitting in hours of free YouTube, and it is hard to use because it is locked in video. You can fix that: transcribe the videos worth keeping, process them into a knowledge graph, and then simply talk to it.
Four steps.
Pick the videos worth keeping
Choose the channel and the specific videos with the thinking you want on tap. Long interviews are usually the richest.
Transcribe them
Turn the videos into clean text transcripts you can process.
Process into a graph
Feed the transcripts into a graph database such as Neo4j through its MCP connector to build the knowledge graph.
Question and audit
Chat with the graph to ask questions, brainstorm, and audit your own work against the ideas inside it.
This is exactly how I built my advisor brain from 30 Chris Do interviews and Rory Sutherland's content. It was the build that started 3nuggets. I used Neo4j's free tier, which ships with an MCP server, so the model could populate the graph and then answer from it.
Whose brain would
you want on tap?
Bring a channel or a body of content to a free session and we will build the graph together.