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FAISS

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FAISS (Meta) is a high-performance similarity search library (not a full server DB) for dense vectors, often embedded in apps or wrapped by services. Algorithmic core under many vector stacks. Use for raw in-process speed or as a library dependency beneath higher-level stores. Operators evaluating FAISS should check embedding/index APIs, persistence and filter semantics, and how retrieval latency shows up under the load that matters for their corridor—not only demo latency.

Research inventory

9 tags · 39 out · 40 in · 3 artifacts · 0 gaps · 14 corpus docs

Catalog tags

landscape.layer
Infrastructure
landscape.subcategory
Vector DBs
license_tag
Open Source
maps.dm
present
maps.features
5
one_liner
Infrastructure
review.depth
science
slug
faiss
title
FAISS

Artifacts

  • dm_map · present · technologies/faiss/document-management.md
  • features_map · present · technologies/faiss/features.md
  • readme · present · technologies/faiss/README.md

Out · alternative_to

Out · dm_axis

Out · maps_to

In · alternative_to

In · dm_axis

In · in_stack

In · maps_to

Corpus tags

category
Infrastructure → Vector DBs
dedication
open-source
feature
citations
knowledge-grounding-rag
memory-state-persistence
r2-31-memory-architecture
wt-data-context
kind
map_edge
tech_features
tech_quote
tech_readme
needs_deepen
false
quality
ok
slug
faiss
source_id
arxiv-1702-08734
faiss-github
faiss-intro
technology
faiss

Corpus documents (14)

map_edge · 5

  • faiss → citations
  • faiss → knowledge-grounding-rag
  • faiss → memory-state-persistence
  • faiss → r2-31-memory-architecture
  • faiss → wt-data-context

tech_features · 1

  • FAISS · features

tech_quote · 7

  • FAISS · arxiv-1702-08734
  • FAISS · arxiv-1702-08734
  • FAISS · arxiv-1702-08734
  • FAISS · faiss-github
  • FAISS · faiss-github
  • FAISS · faiss-intro
  • FAISS · faiss-intro

tech_readme · 1

  • FAISS