Vector database

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Vector database

Monitor Qdrant connection, collection health, and knowledge indexing writes.

Refresh status
SiteTrack project collection

This Qdrant collection is reserved for SiteTrack. Operator knowledge from all data centers is stored here.

Project
SiteTrack
Collection
sitetrack_construction_knowledge_production
Purpose
SiteTrack construction knowledge base
Vector size
1,536
Website auto re-crawl
Daily at 02:00 (Europe/Helsinki), stale after 18 h

Connection

Live check against the configured Qdrant API.

Connected
Qdrant URL
http://181.215.68.251:6333
Collection
sitetrack_construction_knowledge_production
SiteTrack construction knowledge base
Latency
54 ms
HTTP status
200

Collection

Shared platform collection used for operator knowledge vectors.

Points in Qdrant
6
Collection status
Green
Vector size
1,536
Distance metric
Cosine

Write integrity

Compare Qdrant points with MySQL index metadata to confirm writes are consistent.

Needs attention
  • Qdrant has 6 points but MySQL tracks 0 point IDs
  • Tracked point IDs (0) do not match chunk rows (3)
  • Vector size matches config
  • Embedding provider API key configured
14
Total entries
3
Indexed entries
0
Failed entries
11
Pending / processing
0
Tracked point IDs
3
Chunk rows

Points by data center

Indexed knowledge contribution per provider company.

Provider Domain Entries Indexed Failed Tracked points Chunks
Bridge Engineering Partners Ltd
Bridges Data Center
 Bridges 0 0 0 0 0
Nordic Electrical Standards Oy
Electrical Data Center
 Electrical 1 0 0 0 0
SiteTrack Community
SiteTrack Community Knowledge
 Community 0 0 0 0 0
SiteTrack Field Knowledge
SiteTrack Field Knowledge
 Field 13 3 0 0 0

Indexed entries with mismatched writes

These entries are marked indexed but chunk or point counts do not line up.

Entry Provider Point IDs Chunks Indexed
Demo reference: Natura bird surveys (Kalajoki wind) SiteTrack Field Knowledge 0 1 Aug 24, 2026 15:10
Demo reference: EIA supplement on noise (Pirkanmaa wind) SiteTrack Field Knowledge 0 1 Aug 24, 2026 15:10
Demo reference: Bat mitigation measures (Satakunta wind) SiteTrack Field Knowledge 0 1 Aug 24, 2026 15:10

Recently indexed

Entry Provider Point IDs Indexed
Demo reference: Natura bird surveys (Kalajoki wind) SiteTrack Field Knowledge 0 Aug 24, 2026 15:10
Demo reference: EIA supplement on noise (Pirkanmaa wind) SiteTrack Field Knowledge 0 Aug 24, 2026 15:10
Demo reference: Bat mitigation measures (Satakunta wind) SiteTrack Field Knowledge 0 Aug 24, 2026 15:10

Recent failures

No failed indexing runs.