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Faiss 1 7 3

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

Faiss 1 7 3 has 79 facts recorded in Dontopedia across 8 references, with 10 live disagreements.

79 facts·48 predicates·8 sources·10 in dispute

Mostly:rdf:type(8), rdfs:label(8), relates to metric(4)

Maturity scale raw canonical shape-checked rule-derived certified

Rdf:typein disputerdf:type

Shares Deployment Modelin disputesharesDeploymentModel

Has Equal Concurrency Supportin disputehasEqualConcurrencySupport

Is Outperformed by in F1 Scorein disputeisOutperformedByInF1Score

Is Outperformed by in Latencyin disputeisOutperformedByInLatency

Has Higher Latency Thanin disputehasHigherLatencyThan

Has Equal Scalabilityin disputehasEqualScalability

Evaluated onin disputeevaluatedOn

Relates to Metricin disputerelatesToMetric

Measured byin disputemeasuredBy

Rdfs:labelrdfs:label

  • Faiss 1.7.3[4]all time · 0da25b5e 237a 422f 96bc 668666933b81
  • Faiss 1.7.3[1]sourceall time · F81bd713 418c 4331 B01a B394a1295f13
  • Faiss 1.7.3[6]all time · 1ff666a3 024a 43b9 A61b 238256feb9fd
  • Faiss 1.7.3[3]all time · 645b72fe 4da0 4ebf B7f1 Db6f7953c2c4
  • Faiss 1.7.3[7]all time · 7de81f33 0873 49df 9750 E71210382767
  • Faiss 1.7.3[5]all time · 9423e542 Ef27 4b6c 82c7 F95a6bf87bd7
  • Faiss 1.7.3[2]all time · 83544ab2 E440 4ab9 9461 Be803669c9e7
  • Faiss 1.7.3[8]all time · 82230382 8bc4 4da4 8f74 B604a44e2862

Has VersionhasVersion

  • 1.7.3[2]all time · 83544ab2 E440 4ab9 9461 Be803669c9e7
  • 1.7.3[3]sourceall time · 645b72fe 4da0 4ebf B7f1 Db6f7953c2c4
  • 1.7.3[7]sourceall time · 7de81f33 0873 49df 9750 E71210382767

Inbound mentions (39)

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.

hasValueForHas Value for(6)

hasMemberHas Member(3)

hasScoreForHas Score for(3)

isScoredForIs Scored for(3)

containsMemberContains Member(2)

hasBetterF1ScoreHas Better F1 Score(2)

hasLowerLatencyThanHas Lower Latency Than(2)

hasRowHas Row(2)

outperformsOutperforms(2)

betterThanBetter Than(1)

containsContains(1)

containsEntityContains Entity(1)

hasBetterConcurrencySupportHas Better Concurrency Support(1)

hasLongerIndexingTimeThanHas Longer Indexing Time Than(1)

hasSmallerIndexSizeThanHas Smaller Index Size Than(1)

isOutperformedByInLatencyIs Outperformed by in Latency(1)

isUsedByIs Used by(1)

memoryUsageHigherThanMemory Usage Higher Than(1)

memoryUsageLowerThanMemory Usage Lower Than(1)

rankedLibrariesRanked Libraries(1)

sharesSecurityFeatureShares Security Feature(1)

storageSizeHigherThanStorage Size Higher Than(1)

storageSizeLowerThanStorage Size Lower Than(1)

Other facts (37)

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.

37 facts
PredicateValueRef
Has Cost120[4]
Has Cost120[1]
Version1.7.3[8]
Security Levelmedium[1]
Deployment Model Comparisonrestricted[1]
Cost Rank3[1]
Supports Deployment ModelOn Premises[1]
Has Security FeatureAccess Control[1]
Has Security FeaturesAccess Control[1]
Has Deployment FlexibilityOn-Premises[1]
Is Measured inMatrix[3]
Has Equal F1 ScoreHnswlib 0 9 2[3]
Has Concurrency Support0.85[3]
Has Scalability0.85[3]
Has Query Latency220[3]
Has F1 Score0.945[3]
Precision Rate Not Reportedtrue[6]
Has Precision Rate0.95[6]
Has Recall Rate0.94[6]
Has Storage Size1200[6]
Has Memory Usage550[6]
Shares Score WithWeaviate 1 14 0[2]
Part of Evaluation GroupLibrary Group Concurrency[2]
Not Evaluated onScalability[2]
Has Equal ScoreWeaviate 1 14 0[2]
Has Ease of Integration Score0.85[2]
Has Concurrency Support Score0.85[2]
Worse ThanMilvus 2 3 0[4]
Search Time200[4]
Score Consistency0[7]
Has Version Number1.7.3[7]
Uniform Score0.85[7]
Ties WithHnswlib 0 9 2[7]
Has Metric Score0.85[7]
Has Highest Memory Usagetrue[5]
Has Higher Memory Usage ThanMilvus 2 3 0[5]
Has Index Size1200[5]

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.

costRankbeam/f81bd713-418c-4331-b01a-b394a1295f13
3
deploymentModelComparisonbeam/f81bd713-418c-4331-b01a-b394a1295f13
restricted
evaluatedOnbeam/83544ab2-e440-4ab9-9461-be803669c9e7
ex:communitySupport
evaluatedOnbeam/83544ab2-e440-4ab9-9461-be803669c9e7
ex:concurrencySupport
evaluatedOnbeam/83544ab2-e440-4ab9-9461-be803669c9e7
ex:easeOfIntegration
hasConcurrencySupportbeam/645b72fe-4da0-4ebf-b7f1-db6f7953c2c4
0.85
hasConcurrencySupportScorebeam/83544ab2-e440-4ab9-9461-be803669c9e7
0.85
hasCostbeam/0da25b5e-237a-422f-96bc-668666933b81
120
hasCostbeam/f81bd713-418c-4331-b01a-b394a1295f13
120
hasDeploymentFlexibilitybeam/f81bd713-418c-4331-b01a-b394a1295f13
On-Premises
hasEaseOfIntegrationScorebeam/83544ab2-e440-4ab9-9461-be803669c9e7
0.85
hasEqualConcurrencySupportbeam/645b72fe-4da0-4ebf-b7f1-db6f7953c2c4
ex:hnswlib-0-9-2
hasEqualConcurrencySupportbeam/645b72fe-4da0-4ebf-b7f1-db6f7953c2c4
ex:weaviate-1-14-0
hasEqualF1Scorebeam/645b72fe-4da0-4ebf-b7f1-db6f7953c2c4
ex:hnswlib-0-9-2
hasEqualScalabilitybeam/645b72fe-4da0-4ebf-b7f1-db6f7953c2c4
ex:hnswlib-0-9-2
hasEqualScalabilitybeam/645b72fe-4da0-4ebf-b7f1-db6f7953c2c4
ex:weaviate-1-14-0
hasEqualScorebeam/83544ab2-e440-4ab9-9461-be803669c9e7
ex:weaviate-1-14-0
hasF1Scorebeam/645b72fe-4da0-4ebf-b7f1-db6f7953c2c4
0.945
hasHigherLatencyThanbeam/645b72fe-4da0-4ebf-b7f1-db6f7953c2c4
ex:milvus-2-3-0
hasHigherLatencyThanbeam/645b72fe-4da0-4ebf-b7f1-db6f7953c2c4
ex:qdrant-0-8-1
hasHigherMemoryUsageThanbeam/9423e542-ef27-4b6c-82c7-f95a6bf87bd7
ex:milvus-2-3-0
hasHighestMemoryUsagebeam/9423e542-ef27-4b6c-82c7-f95a6bf87bd7
true
hasIndexSizebeam/9423e542-ef27-4b6c-82c7-f95a6bf87bd7
1200
hasMemoryUsagebeam/1ff666a3-024a-43b9-a61b-238256feb9fd
550
hasMetricScorebeam/7de81f33-0873-49df-9750-e71210382767
0.85
hasPrecisionRatebeam/1ff666a3-024a-43b9-a61b-238256feb9fd
0.95
hasQueryLatencybeam/645b72fe-4da0-4ebf-b7f1-db6f7953c2c4
220
hasRecallRatebeam/1ff666a3-024a-43b9-a61b-238256feb9fd
0.94
hasScalabilitybeam/645b72fe-4da0-4ebf-b7f1-db6f7953c2c4
0.85
hasSecurityFeaturebeam/f81bd713-418c-4331-b01a-b394a1295f13
ex:access-control
hasSecurityFeaturesbeam/f81bd713-418c-4331-b01a-b394a1295f13
Access Control
hasStorageSizebeam/1ff666a3-024a-43b9-a61b-238256feb9fd
1200
hasVersionbeam/83544ab2-e440-4ab9-9461-be803669c9e7
1.7.3
hasVersionbeam/645b72fe-4da0-4ebf-b7f1-db6f7953c2c4
1.7.3
hasVersionbeam/7de81f33-0873-49df-9750-e71210382767
1.7.3
hasVersionNumberbeam/7de81f33-0873-49df-9750-e71210382767
1.7.3
isMeasuredInbeam/645b72fe-4da0-4ebf-b7f1-db6f7953c2c4
ex:matrix
isOutperformedByInF1Scorebeam/645b72fe-4da0-4ebf-b7f1-db6f7953c2c4
ex:milvus-2-3-0
isOutperformedByInF1Scorebeam/645b72fe-4da0-4ebf-b7f1-db6f7953c2c4
ex:qdrant-0-8-1
isOutperformedByInLatencybeam/645b72fe-4da0-4ebf-b7f1-db6f7953c2c4
ex:hnswlib-0-9-2
isOutperformedByInLatencybeam/645b72fe-4da0-4ebf-b7f1-db6f7953c2c4
ex:weaviate-1-14-0
measuredBybeam/9423e542-ef27-4b6c-82c7-f95a6bf87bd7
ex:indexing-time
measuredBybeam/9423e542-ef27-4b6c-82c7-f95a6bf87bd7
ex:index-size
measuredBybeam/9423e542-ef27-4b6c-82c7-f95a6bf87bd7
ex:memory-usage
measuredBybeam/9423e542-ef27-4b6c-82c7-f95a6bf87bd7
ex:query-latency
notEvaluatedOnbeam/83544ab2-e440-4ab9-9461-be803669c9e7
ex:scalability
partOfEvaluationGroupbeam/83544ab2-e440-4ab9-9461-be803669c9e7
ex:library-group-concurrency
precisionRateNotReportedbeam/1ff666a3-024a-43b9-a61b-238256feb9fd
true
labelbeam/0da25b5e-237a-422f-96bc-668666933b81
Faiss 1.7.3
labelbeam/f81bd713-418c-4331-b01a-b394a1295f13
Faiss 1.7.3
labelbeam/1ff666a3-024a-43b9-a61b-238256feb9fd
Faiss 1.7.3
labelbeam/645b72fe-4da0-4ebf-b7f1-db6f7953c2c4
Faiss 1.7.3
labelbeam/7de81f33-0873-49df-9750-e71210382767
Faiss 1.7.3
labelbeam/9423e542-ef27-4b6c-82c7-f95a6bf87bd7
Faiss 1.7.3
labelbeam/83544ab2-e440-4ab9-9461-be803669c9e7
Faiss 1.7.3
labelbeam/82230382-8bc4-4da4-8f74-b604a44e2862
Faiss 1.7.3
typebeam/82230382-8bc4-4da4-8f74-b604a44e2862
ex:Database
typebeam/7de81f33-0873-49df-9750-e71210382767
ex:SoftwareLibrary
typebeam/1ff666a3-024a-43b9-a61b-238256feb9fd
ex:VectorDatabase
typebeam/f81bd713-418c-4331-b01a-b394a1295f13
ex:VectorDatabase
typebeam/0da25b5e-237a-422f-96bc-668666933b81
ex:VectorDatabase
typebeam/645b72fe-4da0-4ebf-b7f1-db6f7953c2c4
ex:VectorDatabase
typebeam/9423e542-ef27-4b6c-82c7-f95a6bf87bd7
ex:VectorSearchEngine
typebeam/83544ab2-e440-4ab9-9461-be803669c9e7
ex:VectorSearchLibrary
relatesToMetricbeam/7de81f33-0873-49df-9750-e71210382767
ex:community-support
relatesToMetricbeam/7de81f33-0873-49df-9750-e71210382767
ex:concurrency-support
relatesToMetricbeam/7de81f33-0873-49df-9750-e71210382767
ex:ease-of-integration
relatesToMetricbeam/7de81f33-0873-49df-9750-e71210382767
ex:scalability
scoreConsistencybeam/7de81f33-0873-49df-9750-e71210382767
0
searchTimebeam/0da25b5e-237a-422f-96bc-668666933b81
200
securityLevelbeam/f81bd713-418c-4331-b01a-b394a1295f13
medium
sharesDeploymentModelbeam/f81bd713-418c-4331-b01a-b394a1295f13
ex:annoy-1-18-0
sharesDeploymentModelbeam/f81bd713-418c-4331-b01a-b394a1295f13
ex:hnswlib-0-9-2
sharesScoreWithbeam/83544ab2-e440-4ab9-9461-be803669c9e7
ex:weaviate-1-14-0
supportsDeploymentModelbeam/f81bd713-418c-4331-b01a-b394a1295f13
ex:on-premises
tiesWithbeam/7de81f33-0873-49df-9750-e71210382767
ex:hnswlib-0-9-2
uniformScorebeam/7de81f33-0873-49df-9750-e71210382767
0.85
versionbeam/82230382-8bc4-4da4-8f74-b604a44e2862
1.7.3
worseThanbeam/0da25b5e-237a-422f-96bc-668666933b81
ex:milvus-2-3-0

References (8)

8 references
  1. [1]beam-chunk12 facts
    customctx:claims/beam/f81bd713-418c-4331-b01a-b394a1295f13
    • full textbeam-chunk
      text/plain1 KBdoc:beam/f81bd713-418c-4331-b01a-b394a1295f13
      Show excerpt
      matrix.loc['Annoy 1.18.0', 'community_support'] = 0.8 matrix.loc['Hnswlib 0.9.2', 'community_support'] = 0.85 matrix.loc['Qdrant 0.8.1', 'community_support'] = 0.9 matrix.loc['Weaviate 1.14.0', 'community_support'] = 0.85 matrix.loc['Milvu
  2. customctx:claims/beam/83544ab2-e440-4ab9-9461-be803669c9e7
  3. [3]beam-chunk19 facts
    customctx:claims/beam/645b72fe-4da0-4ebf-b7f1-db6f7953c2c4
    • full textbeam-chunk
      text/plain1 KBdoc:beam/645b72fe-4da0-4ebf-b7f1-db6f7953c2c4
      Show excerpt
      matrix.loc['Qdrant 0.8.1', 'precision_rate'] = 0.96 matrix.loc['Weaviate 1.14.0', 'precision_rate'] = 0.95 matrix.loc['Milvus 2.3.0', 'f1_score'] = 0.955 matrix.loc['Faiss 1.7.3', 'f1_score'] = 0.945 matrix.loc['Annoy 1.18.0', 'f1_score']
  4. [4]beam-chunk5 facts
    customctx:claims/beam/0da25b5e-237a-422f-96bc-668666933b81
    • full textbeam-chunk
      text/plain1 KBdoc:beam/0da25b5e-237a-422f-96bc-668666933b81
      Show excerpt
      matrix.loc['Qdrant 0.8.1', 'community_support'] = 0.9 matrix.loc['Weaviate 1.14.0', 'community_support'] = 0.85 matrix.loc['Milvus 2.3.0', 'cost'] = 100 matrix.loc['Faiss 1.7.3', 'cost'] = 120 matrix.loc['Annoy 1.18.0', 'cost'] = 150 matri
  5. [5]beam-chunk9 facts
    customctx:claims/beam/9423e542-ef27-4b6c-82c7-f95a6bf87bd7
    • full textbeam-chunk
      text/plain1 KBdoc:beam/9423e542-ef27-4b6c-82c7-f95a6bf87bd7
      Show excerpt
      matrix.loc['Qdrant 0.8.1', 'search_time'] = 190 matrix.loc['Weaviate 1.14.0', 'search_time'] = 210 # Add more sample data for other metrics matrix.loc['Milvus 2.3.0', 'index_size'] = 1000 matrix.loc['Faiss 1.7.3', 'index_size'] = 1200 matr
  6. [6]beam-chunk7 facts
    customctx:claims/beam/1ff666a3-024a-43b9-a61b-238256feb9fd
    • full textbeam-chunk
      text/plain1 KBdoc:beam/1ff666a3-024a-43b9-a61b-238256feb9fd
      Show excerpt
      matrix.loc['Weaviate 1.14.0', 'indexing_time'] = 360 matrix.loc['Milvus 2.3.0', 'memory_usage'] = 500 matrix.loc['Faiss 1.7.3', 'memory_usage'] = 550 matrix.loc['Annoy 1.18.0', 'memory_usage'] = 600 matrix.loc['Hnswlib 0.9.2', 'memory_usag
  7. [7]beam-chunk12 facts
    customctx:claims/beam/7de81f33-0873-49df-9750-e71210382767
    • full textbeam-chunk
      text/plain1 KBdoc:beam/7de81f33-0873-49df-9750-e71210382767
      Show excerpt
      matrix.loc['Faiss 1.7.3', 'scalability'] = 0.85 matrix.loc['Annoy 1.18.0', 'scalability'] = 0.8 matrix.loc['Hnswlib 0.9.2', 'scalability'] = 0.85 matrix.loc['Qdrant 0.8.1', 'scalability'] = 0.9 matrix.loc['Weaviate 1.14.0', 'scalability'] =
  8. [8]beam-chunk3 facts
    customctx:claims/beam/82230382-8bc4-4da4-8f74-b604a44e2862
    • full textbeam-chunk
      text/plain1 KBdoc:beam/82230382-8bc4-4da4-8f74-b604a44e2862
      Show excerpt
      16. **Security Features**: Availability of security features such as encryption, access control, etc. ### Improved Evaluation Script Here's an improved version of your evaluation script that includes more comprehensive metrics and a struct

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