Approximate nearest-neighbor search

Vector index structures such as HNSW and IVF-PQ that trade exactness for sublinear-time similarity lookup, forming the retrieval substrate under embedding-based RAG.

grounded in: Established retrieval technology (HNSW/IVF vector indexes) underpinning the system's existing RAG concepts — retrieval, graph-rag, vector-embedding.