AI & Creative Tools
Semantic Search Over Your Own Archive, From Zero
An embedding turns a file into a list of numbers positioned so that similar things sit near each other. That is the whole idea, and it is enough to make a decade of your own work searchable by description, by reference image, or by hummed melody. This covers the model, the index, the chunking decision, and the mistakes that waste a weekend.