som-guided-vector-search
PublicSOM-Guided Vector Search for RAG — An experimental pipeline that enhances Retrieval-Augmented Generation (RAG) using Self-Organizing Maps (SOM) for unsupervised clustering of embedding spaces. Demonstrates a 68.9% quality boost over traditional vector search through smarter, cluster-aware retrieval
clusteringembeddingsllmmachine-learningragself-organizing-mapsemantic-searchsomunsupervised-learningvector-search
Creat:2025-07-08T21:10:58
Update:2025-07-09T10:09:30
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