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Creates a unified visualization of document clustering with optional clustering

Usage

semantic_document_clustering(embeddings, method = "UMAP", clusters = NULL, ...)

Arguments

embeddings

Document embeddings matrix

method

Dimensionality reduction method ("PCA", "t-SNE", "UMAP")

clusters

Optional cluster assignments

...

Additional arguments