feat: support pre-computed UMAP embeddings via `umap_embeddings` parameter [stacks on #2515] - #2517

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pidefrem:pr10-precomputed-umap

Commits on Jul 27, 2026

[prereq] perf: cache representative docs across representation model calls
pidefrem
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feat: support pre-computed UMAP embeddings (skip dimensionality reduction)
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