Structure search

Structure similarity

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FAISS / NumPy vector index Persistent signature cache PDB coordinate parser Distance histogram descriptor Length-aware ranking
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Structures are converted into rotation/translation-invariant distance-histogram descriptors and searched through an in-memory vector index. FAISS is used when available; otherwise the page falls back to optimized NumPy matrix retrieval. The final score combines descriptor similarity and residue-count consistency.

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