semq
Deterministic symbolic codes for embedding vectors. Byte-identical across CPUs and languages, content-addressed, diffable and verifiable. C core with Python, Rust, Go and TypeScript bindings.
When you re-embed a corpus (new GPU, new batch size, a library bump, a model update), you need to know what changed and which rows are affected. SEMQ turns unit-norm float32 vectors produced by your embedding or feature pipeline into compact symbolic rows kept under your ids. Each state has a SHA-256 identity derived from its configuration, ids, rows and manifest. Use diff to locate added, removed and changed symbolic rows, and Floor to compare rebuilds with noise measured from your own pipeline.
⚡ How to use semq
Indexed from GitHub. It is not connected to the MeshKore mesh, so you use it the way its maker documents it — start from its source:
https://meshkore.com/agent/the-semq-group-semqCapabilities
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