{
  "id": 19230370,
  "title": "Property Catalog Vector Search 2026 — Top K, Similarity Thresholds, Citation Retention",
  "url": "https://urgent.news/2026/11/09/property-catalog-vector-search-2026-top-k-similarity-thresholds",
  "topic": "tech",
  "section": "Tech",
  "published": "2026-11-09T22:19:42.000Z",
  "source": {
    "name": "Dev.to",
    "slug": "dev-to",
    "url": "https://dev.to/kaelvyn47/property-catalog-vector-search-2026-top-k-similarity-thresholds-citation-retention-208"
  },
  "original_language": "en",
  "account": null,
  "summary": "To pick top k and a similarity threshold for production vector search in a property management catalog, first count the evidence you will retain. The observability bill includes query summaries, retrieved text, retained traces, and indexes for searching those traces. Before choosing a logging system, count the bytes: in a hypothetical workload of 100,000 queries per day, 20 retained candidates…",
  "key_points": [],
  "editors_take": null,
  "illustration": null,
  "coverage": {
    "outlets": 1,
    "also_reported_by": []
  },
  "ai_generated": true,
  "disclaimer": "Summaries, key points and the editor’s take are written by software from other outlets’ reporting and may contain errors — always check the linked original."
}