Vector Database

Manage vector stores, collections, embeddings and similarity search

Total Collections

18

2 this week

Total Vectors

156.4M

12.7M this week

Total Documents

32,847

1,245 this week

Avg. Query Latency

42 ms

11% this week

Storage Used

1.62 TB

64%

Collections

Collection NameDescriptionVectorsDocumentsDimensionsDistance MetricStatusUpdated AtActions
hr_policy_docs
HR policies, handbooks, guidelines22.4M4,2311536cosineHealthyMay 26, 10:42 AM
finance_reports
Financial reports and statements18.7M2,1051536cosineHealthyMay 26, 10:35 AM
support_knowledge
Customer support knowledge base41.2M8,9421536cosineHealthyMay 26, 10:28 AM
engineering_docs
Engineering documentation & specs35.6M6,7211536cosineHealthyMay 26, 10:12 AM
security_policies
Security policies and procedures12.1M1,9871536cosineHealthyMay 26, 09:58 AM
legal_contracts
Contracts and legal documents8.4M1,2341536cosineRebuildingMay 26, 09:41 AM
product_docs
Product manuals and guides10.8M2,3761536cosineHealthyMay 26, 09:22 AM
marketing_assets
Marketing materials and assets7.2M1,2511536cosineHealthyMay 26, 09:10 AM

Collection Overview

Collection Name
hr_policy_docs
Description
HR policies, handbooks, guidelines
Created At
May 18, 2025 11:22 AM
Dimensions
1536
Distance Metric
cosine
Index Type
HNSW
Replication Factor
3
Status
Healthy
Last Updated
May 26, 2025 10:42 AM

Vector Distribution

PCA Dimension 2
  • 1
  • 0.5
  • 0
  • -0.5
  • -1
  • -1
  • -0.5
  • 0
  • 0.5
  • 1
PCA Dimension 1

Vector Metrics (hr_policy_docs)

Total Vectors
22,403,214
Total Documents
4,231
Avg. Vectors / Document
5,295
Storage Used
234.6 GB
Deleted Vectors
124,532
Index Size
188.2 GB
Compaction Savings
18.4%

Ingestion & Query Performance

861646431215000:0004:0008:0012:0016:0020:0024:00
  • Ingestion (vectors/min)
  • Query QPS
  • Avg. Latency (ms)

Top Query Patterns

Query PatternQueries% Total
policy search5,43218.7%
employee handbook3,21011.1%
leave policy2,98710.3%
remote work2,1237.3%
benefits eligibility1,8766.5%
View all patterns

Nearest Neighbors (Sample Vector)

0.75
DocumentScore
Employee Leave Policy.pdf0.92
Paid Time Off Guidelines.pdf0.91
Parental Leave Policy.pdf0.89
Leave Request Process.docx0.87
FMLA Policy Overview.pdf0.86
View all neighbors

Index Health (HNSW)

98%Healthy
  • Healthy98% (98)
  • Degraded1% (1)
  • Unhealthy1% (1)

Replication Status

NodeStatusVectorsLagLast Sync
node-1Healthy22.4M0 msMay 26, 10:42:18 AM
node-2Healthy22.4M12 msMay 26, 10:42:17 AM
node-3Healthy22.4M8 msMay 26, 10:42:16 AM
View replication details

Recent Ingestion Jobs

Job IDCollectionStatusVectorsStarted AtDuration
ingest_7f9a1c2bhr_policy_docsCompleted125,432May 26, 10:36 AM2m 14s
ingest_3b8d2a1fhr_policy_docsCompleted98,765May 26, 09:58 AM1m 47s
ingest_9c1e7d3ahr_policy_docsCompleted76,321May 26, 09:22 AM1m 21s
View all jobs