Faiss 1.7.4

as donto believed on

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

Faiss 1.7.4

Rdf:type	Indexing Library^[2]
Rdf:type	Software^[6]
Rdfs:label	FAISS^[6]
Rdfs:label	FAISS 1.7.4^[1]
Tested on	100k Vectors^[5]
Tested on	8000 Vectors^[4]
Used for	Dense Queries^[4]
Used for	indexing^[2]
Ensures	System Efficiency^[1]
Ensures	System Reliability^[1]
Supports	Direct Vector Addition^[3]
Supports	Multi Threading^[3]
Has Parameter	Ef Construction^[3]
Has Parameter	Ef Search^[3]
Version Number	1.7.4^[1]

ex:faiss-1.7.4

Faiss 1.7.4 has 38 facts recorded in Dontopedia across 6 references, with 7 live disagreements.

38 facts·23 predicates·6 sources·7 in dispute

Mostly:rdf:type(6), rdfs:label(5), tested on(2)

Rdf:typein dispute`rdf:type`

Indexing Library^[2]all time · 94713b12 D064 4308 9f61 4de3db0a06d1
Software^[6]all time · 7bfc3b66 52bb 4c88 958d A45db0030d45
Software Library^[4]all time · 56ee2108 Aa51 4d60 A5b9 7c895e8b18ef
Software Library^[1]all time · B2901d01 4633 4513 84d1 1ea253e96bbf
Software Version^[3]all time · 3c7c96d1 549b 4085 8bd9 152174bddc1f
Vector Search Library^[5]all time · 149dec1b 3c49 4cff A826 Bc9175d778ec

Rdfs:labelin dispute`rdfs:label`

FAISS^[6]all time · 7bfc3b66 52bb 4c88 958d A45db0030d45
FAISS 1.7.4^[1]all time · B2901d01 4633 4513 84d1 1ea253e96bbf
FAISS 1.7.4^[3]sourceall time · 3c7c96d1 549b 4085 8bd9 152174bddc1f
FAISS 1.7.4^[4]all time · 56ee2108 Aa51 4d60 A5b9 7c895e8b18ef
FAISS 1.7.4^[5]sourceall time · 149dec1b 3c49 4cff A826 Bc9175d778ec

Tested onin dispute`testedOn`

100k Vectors^[5]sourceall time · 149dec1b 3c49 4cff A826 Bc9175d778ec
8000 Vectors^[4]sourceall time · 56ee2108 Aa51 4d60 A5b9 7c895e8b18ef

Used forin dispute`usedFor`

Dense Queries^[4]sourceall time · 56ee2108 Aa51 4d60 A5b9 7c895e8b18ef
indexing^[2]sourceall time · 94713b12 D064 4308 9f61 4de3db0a06d1

Ensuresin dispute`ensures`

System Efficiency^[1]all time · B2901d01 4633 4513 84d1 1ea253e96bbf
System Reliability^[1]all time · B2901d01 4633 4513 84d1 1ea253e96bbf

Supportsin dispute`supports`

Direct Vector Addition^[3]sourceall time · 3c7c96d1 549b 4085 8bd9 152174bddc1f
Multi Threading^[3]sourceall time · 3c7c96d1 549b 4085 8bd9 152174bddc1f

Has Parameterin dispute`hasParameter`

Ef Construction^[3]all time · 3c7c96d1 549b 4085 8bd9 152174bddc1f
Ef Search^[3]all time · 3c7c96d1 549b 4085 8bd9 152174bddc1f

Version Number`versionNumber`

1.7.4^[1]all time · B2901d01 4633 4513 84d1 1ea253e96bbf
1.7.4^[6]all time · 7bfc3b66 52bb 4c88 958d A45db0030d45

Contributes to`contributesTo`

Overall Performance^[1]all time · B2901d01 4633 4513 84d1 1ea253e96bbf

Balances`balances`

Speed and Accuracy^[1]all time · B2901d01 4633 4513 84d1 1ea253e96bbf

Integration Improves`integrationImproves`

Overall Performance^[1]all time · B2901d01 4633 4513 84d1 1ea253e96bbf

Can Be Integrated Into`canBeIntegratedInto`

Existing Setup^[1]all time · B2901d01 4633 4513 84d1 1ea253e96bbf

Inbound mentions (10)

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.

`includes`Includes(2)

Current Setupex:current-setup
System Architectureex:system-architecture

`accepts`Accepts(1)

Existing Setupex:existing-setup

`currentlyUsing`Currently Using(1)

Userex:user

`describes`Describes(1)

Impressiveex:impressive

`isLookingInto`Is Looking Into(1)

Userex:user

`isTesting`Is Testing(1)

Userex:user

`mayUse`May Use(1)

Dense Query Processorsex:dense-query-processors

`usesSoftware`Uses Software(1)

Dense Search With Faissex:dense-search-with-faiss

`usingTool`Using Tool(1)

Userex:user

Other facts (11)

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.

11 facts

Predicate	Value	Ref
Has Performance Characteristic	Impressive	[4]
Specializes in	Dense Queries	[4]
Search Speed Unit	ms	[4]
Has Search Speed	130	[4]
Has Operation	Adding Vectors	[3]
Has Method	Search Method	[3]
Optimized for	Vector Search	[2]
Processes	Embeddings	[2]
Compatible With	Sentence Transformers 2.2.2	[2]
Search Time Unit	milliseconds	[5]
Has Search Time	180	[5]

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.

38 undated

—

balancesbeam/b2901d01-4633-4513-84d1-1ea253e96bbf

ex:speed-and-accuracy

—

canBeIntegratedIntobeam/b2901d01-4633-4513-84d1-1ea253e96bbf

ex:existing-setup

—

compatibleWithbeam/94713b12-d064-4308-9f61-4de3db0a06d1

ex:sentence-transformers-2.2.2

—

contributesTobeam/b2901d01-4633-4513-84d1-1ea253e96bbf

ex:overall-performance

—

ensuresbeam/b2901d01-4633-4513-84d1-1ea253e96bbf

ex:system-efficiency

—

ensuresbeam/b2901d01-4633-4513-84d1-1ea253e96bbf

ex:system-reliability

—

hasMethodbeam/3c7c96d1-549b-4085-8bd9-152174bddc1f

ex:search-method

—

hasOperationbeam/3c7c96d1-549b-4085-8bd9-152174bddc1f

ex:adding-vectors

—

hasParameterbeam/3c7c96d1-549b-4085-8bd9-152174bddc1f

ex:efConstruction

—

hasParameterbeam/3c7c96d1-549b-4085-8bd9-152174bddc1f

ex:efSearch

—

hasPerformanceCharacteristicbeam/56ee2108-aa51-4d60-a5b9-7c895e8b18ef

ex:impressive

—

hasSearchSpeedbeam/56ee2108-aa51-4d60-a5b9-7c895e8b18ef

130

—

hasSearchTimebeam/149dec1b-3c49-4cff-a826-bc9175d778ec

180

—

integrationImprovesbeam/b2901d01-4633-4513-84d1-1ea253e96bbf

ex:overall-performance

—

optimizedForbeam/94713b12-d064-4308-9f61-4de3db0a06d1

ex:vector-search

—

processesbeam/94713b12-d064-4308-9f61-4de3db0a06d1

ex:embeddings

—

labelbeam/7bfc3b66-52bb-4c88-958d-a45db0030d45

FAISS

—

labelbeam/b2901d01-4633-4513-84d1-1ea253e96bbf

FAISS 1.7.4

—

labelbeam/3c7c96d1-549b-4085-8bd9-152174bddc1f

FAISS 1.7.4

—

labelbeam/56ee2108-aa51-4d60-a5b9-7c895e8b18ef

FAISS 1.7.4

—

labelbeam/149dec1b-3c49-4cff-a826-bc9175d778ec

FAISS 1.7.4

—

typebeam/94713b12-d064-4308-9f61-4de3db0a06d1

ex:IndexingLibrary

—

typebeam/7bfc3b66-52bb-4c88-958d-a45db0030d45

ex:Software

—

typebeam/56ee2108-aa51-4d60-a5b9-7c895e8b18ef

ex:SoftwareLibrary

—

typebeam/b2901d01-4633-4513-84d1-1ea253e96bbf

ex:SoftwareLibrary

—

typebeam/3c7c96d1-549b-4085-8bd9-152174bddc1f

ex:SoftwareVersion

—

typebeam/149dec1b-3c49-4cff-a826-bc9175d778ec

ex:VectorSearchLibrary

—

searchSpeedUnitbeam/56ee2108-aa51-4d60-a5b9-7c895e8b18ef

—

searchTimeUnitbeam/149dec1b-3c49-4cff-a826-bc9175d778ec

milliseconds

—

specializesInbeam/56ee2108-aa51-4d60-a5b9-7c895e8b18ef

ex:dense-queries

—

supportsbeam/3c7c96d1-549b-4085-8bd9-152174bddc1f

ex:direct-vector-addition

—

supportsbeam/3c7c96d1-549b-4085-8bd9-152174bddc1f

ex:multi-threading

—

testedOnbeam/149dec1b-3c49-4cff-a826-bc9175d778ec

ex:100k-vectors

—

testedOnbeam/56ee2108-aa51-4d60-a5b9-7c895e8b18ef

ex:8000-vectors

—

usedForbeam/56ee2108-aa51-4d60-a5b9-7c895e8b18ef

ex:dense-queries

—

usedForbeam/94713b12-d064-4308-9f61-4de3db0a06d1

indexing

—

versionNumberbeam/b2901d01-4633-4513-84d1-1ea253e96bbf

1.7.4

—

versionNumberbeam/7bfc3b66-52bb-4c88-958d-a45db0030d45

1.7.4

References (6)

6 references

[1]B2901d01 4633 4513 84d1 1ea253e96bbf9 facts
customctx:claims/beam/b2901d01-4633-4513-84d1-1ea253e96bbf
[2]beam-chunk5 facts
customctx:claims/beam/94713b12-d064-4308-9f61-4de3db0a06d1
- full textbeam-chunk
  text/plain1 KBdoc:beam/94713b12-d064-4308-9f61-4de3db0a06d1
  Show excerpt
  [Turn 5446] User: I've been looking into using Uvicorn 0.22.0 as the server for its 99.9% uptime for 2K connections, and I was wondering if someone could help me configure it to work with my OAuth 2.0 flows and role-based access control, co…
[3]beam-chunk8 facts
customctx:claims/beam/3c7c96d1-549b-4085-8bd9-152174bddc1f
- full textbeam-chunk
  text/plain1 KBdoc:beam/3c7c96d1-549b-4085-8bd9-152174bddc1f
  Show excerpt
  - `efConstruction`: Construction parameter. - `efSearch`: Search parameter. 3. **Multi-threading**: - `faiss.omp_set_num_threads(8)` enables multi-threading to take advantage of multiple CPU cores. 4. **Adding Vectors**: - Vec…
[4]beam-chunk8 facts
customctx:claims/beam/56ee2108-aa51-4d60-a5b9-7c895e8b18ef
- full textbeam-chunk
  text/plain1 KBdoc:beam/56ee2108-aa51-4d60-a5b9-7c895e8b18ef
  Show excerpt
  - Use load balancers to distribute the load between sparse and dense query processors. - Consider using container orchestration tools like Kubernetes to manage and scale your services. 4. **Health Checks and Monitoring:** - Implem…
[5]beam-chunk5 facts
customctx:claims/beam/149dec1b-3c49-4cff-a826-bc9175d778ec
- full textbeam-chunk
  text/plain1 KBdoc:beam/149dec1b-3c49-4cff-a826-bc9175d778ec
  Show excerpt
  [Turn 4940] User: I'm trying to assess Weaviate 1.20.0 for its search time on 300K vectors, but I'm having trouble understanding how it compares to other alternatives like FAISS 1.7.4, which I've also been testing for its 180ms search time …
[6]beam-chunk3 facts
customctx:claims/beam/7bfc3b66-52bb-4c88-958d-a45db0030d45
- full textbeam-chunk
  text/plain1 KBdoc:beam/7bfc3b66-52bb-4c88-958d-a45db0030d45
  Show excerpt
  - **L2 Normalization**: Good for ensuring that the magnitude of the vector does not affect the similarity calculations. - **L1 Normalization**: Useful when sparsity is important. - **Max Normalization**: Useful when the largest element shou…

Keep researching

Missing something or suspicious of what's here? Kick off a research session — a Claude agent will investigate, cite its sources, and file new facts into a dedicated context you can review before accepting into the shared view.

Faiss 1.7.4

Rdf:typein disputerdf:type

Rdfs:labelin disputerdfs:label

Tested onin disputetestedOn

Used forin disputeusedFor

Ensuresin disputeensures

Supportsin disputesupports

Has Parameterin disputehasParameter

Version NumberversionNumber

Contributes tocontributesTo

Balancesbalances

Integration ImprovesintegrationImproves

Can Be Integrated IntocanBeIntegratedInto

Inbound mentions (10)

includesIncludes(2)

acceptsAccepts(1)

currentlyUsingCurrently Using(1)

describesDescribes(1)

isLookingIntoIs Looking Into(1)

isTestingIs Testing(1)

mayUseMay Use(1)

usesSoftwareUses Software(1)

usingToolUsing Tool(1)

Other facts (11)

Timeline

References (6)

See also

Keep researching

Rdf:typein dispute`rdf:type`

Rdfs:labelin dispute`rdfs:label`

Tested onin dispute`testedOn`

Used forin dispute`usedFor`

Ensuresin dispute`ensures`

Supportsin dispute`supports`

Has Parameterin dispute`hasParameter`

Version Number`versionNumber`

Contributes to`contributesTo`

Balances`balances`

Integration Improves`integrationImproves`

Can Be Integrated Into`canBeIntegratedInto`

`includes`Includes(2)

`accepts`Accepts(1)

`currentlyUsing`Currently Using(1)

`describes`Describes(1)

`isLookingInto`Is Looking Into(1)

`isTesting`Is Testing(1)

`mayUse`May Use(1)

`usesSoftware`Uses Software(1)

`usingTool`Using Tool(1)