VectorEmbeddingCalculator.meta.title

VectorEmbeddingCalculator.title

VectorEmbeddingCalculator.subtitle

VectorEmbeddingCalculator.parameters.title

VectorEmbeddingCalculator.parameters.quickStartScenarios

VectorEmbeddingCalculator.parameters.sections.embeddingModel

VectorEmbeddingCalculator.parameters.fields.modelPreset

VectorEmbeddingCalculator.parameters.fields.embeddingDimensions

VectorEmbeddingCalculator.parameters.fields.precision

float32 (4B)

float16 (2B)

int8 / scalar (1B)

binary (0.125B)

VectorEmbeddingCalculator.parameters.sections.corpus

VectorEmbeddingCalculator.parameters.fields.numChunks

VectorEmbeddingCalculator.parameters.fields.metadataBytes

VectorEmbeddingCalculator.parameters.sections.index

VectorEmbeddingCalculator.parameters.fields.indexType

VectorEmbeddingCalculator.parameters.fields.graphConnections

VectorEmbeddingCalculator.parameters.fields.graphConnectionsSubtitle

VectorEmbeddingCalculator.parameters.fields.searchQuality

VectorEmbeddingCalculator.parameters.fields.searchQualitySubtitle

100

500

VectorEmbeddingCalculator.parameters.sections.infrastructure

VectorEmbeddingCalculator.parameters.fields.availableRam

VectorEmbeddingCalculator.parameters.fields.replicas

VectorEmbeddingCalculator.parameters.fields.bufferOverhead

10%

20%

50%

100%

VectorEmbeddingCalculator.parameters.fields.queryBatchSize

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.precision	VectorEmbeddingCalculator.info.quantizationTable.bytesPerDim	VectorEmbeddingCalculator.info.quantizationTable.memoryVsFloat32	VectorEmbeddingCalculator.info.quantizationTable.recallVsFloat32	VectorEmbeddingCalculator.info.quantizationTable.notes
float32	4B	100%	Baseline (100%)	VectorEmbeddingCalculator.info.quantizationTable.rows.float32Notes
float16	2B	50%	~99.9%	VectorEmbeddingCalculator.info.quantizationTable.rows.float16Notes
int8 / scalar	1B	25%	~99%	VectorEmbeddingCalculator.info.quantizationTable.rows.int8Notes
binary	0.125B	3%	70-90%	VectorEmbeddingCalculator.info.quantizationTable.rows.binaryNotes