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VectorEmbeddingCalculator.title

VectorEmbeddingCalculator.subtitle

VectorEmbeddingCalculator.parameters.title

VectorEmbeddingCalculator.parameters.quickStartScenarios

VectorEmbeddingCalculator.parameters.sections.embeddingModel

VectorEmbeddingCalculator.parameters.fields.precision

VectorEmbeddingCalculator.parameters.sections.corpus

VectorEmbeddingCalculator.parameters.sections.index

VectorEmbeddingCalculator.parameters.fields.graphConnections

VectorEmbeddingCalculator.parameters.fields.graphConnectionsSubtitle

8
16
32
64

VectorEmbeddingCalculator.parameters.fields.searchQuality

VectorEmbeddingCalculator.parameters.fields.searchQualitySubtitle

10
100
500
1k

VectorEmbeddingCalculator.parameters.sections.infrastructure

VectorEmbeddingCalculator.parameters.fields.replicas

1
5
10
20

VectorEmbeddingCalculator.parameters.fields.bufferOverhead

0%
10%
20%
50%
100%

VectorEmbeddingCalculator.results.storageEstimate

VectorEmbeddingCalculator.results.totalAllReplicas

768.1 MB

VectorEmbeddingCalculator.results.replicaInfo

float32 (4B)
HNSW (graph-based ANN)

100,000
VectorEmbeddingCalculator.results.vectors

VectorEmbeddingCalculator.results.stats.rawVectors

585.9 MB

100,000 x 1536d

VectorEmbeddingCalculator.results.stats.indexOverhead

62.9 MB

HNSW (graph-based ANN)

VectorEmbeddingCalculator.results.stats.metadata

19.1 MB

200B per doc

VectorEmbeddingCalculator.results.stats.qpsRange

500-5K

VectorEmbeddingCalculator.results.stats.activeUsers

VectorEmbeddingCalculator.results.stats.servingTier

VectorEmbeddingCalculator.results.stats.servingTiers.inMemory

VectorEmbeddingCalculator.results.stats.servingTierDesc.inMemory

VectorEmbeddingCalculator.results.stats.perReplica

768.1 MB

VectorEmbeddingCalculator.results.stats.inclOverhead

VectorEmbeddingCalculator.results.ramUsage

VectorEmbeddingCalculator.results.ramUsageOf

VectorEmbeddingCalculator.results.ramUsagePct

VectorEmbeddingCalculator.results.fitInMemory

VectorEmbeddingCalculator.results.storageBreakdown

VectorEmbeddingCalculator.results.segmentLabels.rawVectors
VectorEmbeddingCalculator.results.segmentLabels.indexOverhead
VectorEmbeddingCalculator.results.segmentLabels.buffer

VectorEmbeddingCalculator.results.segmentLabels.rawVectors

585.9 MB

76.3%

VectorEmbeddingCalculator.results.segmentLabels.indexOverhead

62.9 MB

8.2%

VectorEmbeddingCalculator.results.segmentLabels.metadata

19.1 MB

2.5%

VectorEmbeddingCalculator.results.segmentLabels.buffer

100.2 MB

13.0%

VectorEmbeddingCalculator.info.quantizationTitle

VectorEmbeddingCalculator.info.quantizationDesc

VectorEmbeddingCalculator.info.quantizationTable.precisionVectorEmbeddingCalculator.info.quantizationTable.bytesPerDimVectorEmbeddingCalculator.info.quantizationTable.memoryVsFloat32VectorEmbeddingCalculator.info.quantizationTable.recallVsFloat32VectorEmbeddingCalculator.info.quantizationTable.notes
float324B100%Baseline (100%)VectorEmbeddingCalculator.info.quantizationTable.rows.float32Notes
float162B50%~99.9%VectorEmbeddingCalculator.info.quantizationTable.rows.float16Notes
int8 / scalar1B25%~99%VectorEmbeddingCalculator.info.quantizationTable.rows.int8Notes
binary0.125B3%70-90%VectorEmbeddingCalculator.info.quantizationTable.rows.binaryNotes

VectorEmbeddingCalculator.info.indexComparisonTitle

VectorEmbeddingCalculator.info.faqTitle

VectorEmbeddingCalculator.info.aboutTitle

VectorEmbeddingCalculator.info.aboutDesc

VectorEmbeddingCalculator.info.followLinkedIn

VectorEmbeddingCalculator.info.learnMoreTitle

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