Dontopedia

IndexIVFPQ

From Dontopedia, the open, paraconsistent wiki. (Last updated 2026-06-08.)

IndexIVFPQ has 4 facts recorded in Dontopedia across 1 reference.

4 facts·3 predicates·1 sources
Maturity scale raw canonical shape-checked rule-derived certified

Inbound mentions (1)

Other subjects in dontopedia point AT this entity as a value. These are inverse relationships — e.g. "X motherOf this subject" — and answer questions the forward facts can't. Grouped by predicate.

suggestsIndexTypeSuggests Index Type(1)

Other facts (3)

The long tail: predicates that appear too rarely to warrant their own section. Filter or scroll to find a specific one. Each row links to its source.

3 facts
PredicateValueRef
Rdf:typeIndex Type[1]
Used forefficient approximate nearest neighbor search[1]
Providesefficient approximate nearest neighbor search[1]

Timeline

Timeline axis is valid_time — when each source says the fact was true in the world, not when Dontopedia learned about it. Retracted rows are kept for provenance; coloured stripes indicate the context kind.

typebeam/c7655ab4-acea-456f-a24c-7535c6e9c644
ex:IndexType
labelbeam/c7655ab4-acea-456f-a24c-7535c6e9c644
IndexIVFPQ
usedForbeam/c7655ab4-acea-456f-a24c-7535c6e9c644
efficient approximate nearest neighbor search
providesbeam/c7655ab4-acea-456f-a24c-7535c6e9c644
efficient approximate nearest neighbor search

References (1)

1 references
  1. ctx:claims/beam/c7655ab4-acea-456f-a24c-7535c6e9c644
    • full textbeam-chunk
      text/plain1 KBdoc:beam/c7655ab4-acea-456f-a24c-7535c6e9c644
      Show excerpt
      print(f"Query time: {query_time * 1000:.2f} ms") ``` By following these steps and adjusting the parameters, you should be able to achieve a query time of around 120ms for 50,000 embeddings using the FAISS library. [Turn 6452] User: hmm, w

See also

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