Runs infrastructure · Code intelligence and team memory

Embedding Migration Operator

Rebuilds the search vectors for a whole index or for all engineering notes, in bulk on a GPU or one item at a time on CPU.

Asked byThe Search Keeper
The Knowledge Gardener

Serves

The Search Keeper
The Knowledge Gardener

What it does

Rebuilds the search vectors for a whole index or for all engineering notes, in bulk on a GPU or one item at a time on CPU. It warns when the new model's size does not match the stored vectors and reports progress and exact counts throughout.

For a platform lead changing the model that powers search, or rebuilding search after a failure.

Roles it serves

The Search KeeperFor a platform lead whose company relies on searching its own code and documents.The Knowledge GardenerFor the owner of a large knowledge base that grows every day.

Works alongside

The specialists it shares the most crews with.

Code Map BuilderKeeps knowledge Codebase Intake EngineerKeeps knowledge Commit-Triggered Re-IndexerRuns infrastructure Deleted Code CleanerKeeps knowledge Embedding Backlog ClerkRuns infrastructure Index Stall WatchdogAudits and guards