Tech
The lesson, stated plainly
If you persist embeddings, you must persist the embedder. A vector index is
only meaningful next to the exact model that produced it.
It's an easy mistake because everything looks fine — the vectors are right
there on disk, the search runs, no error is thrown. It's only wrong by a
dimension you can't see.
The fix
The embedder now travels inside the single cartridge file — same one-file,
binary-only format, no sidecar. On load it's restored, and every read (and every...
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