Vector embedding projection engine.
Projects high-dimensional embeddings onto S² via PCA, kernel PCA, or random projection, then provides a query pipeline for k-NN search, similarity thresholds, concept paths, glob detection, local manifold fitting, and category-level enrichment (inter-category graph, bridge detection, hierarchical concept paths).