Intelligence · Component · planner-candidate-ranking
Planner candidate ranking and context
What it does
Combine grounding, benefits, reviews, prices and availability into explainable stay candidates and city context cards.
Core pattern
Constraint and fact scoring + missing data and tradeoff explanations
- Input
- Trip constraints and available hotel facts
- Output
- Ranked hotels, pick reasons, tradeoffs and missing-data status
Key parameters
| Name | Type | Default | Values |
|---|---|---|---|
| city | — | — | — |
| budget | number | 0 | 0–1000000000 |
| traveller_segment | — | — | — |
| required_categories | — | — | — |
| limit | integer | 20 | 1–1000 |
Maturity and limits
Candidate API tests and explicit scoring/filter functions. Static source inspection only; no runtime, provider, deployment or test-pass claim.
No root license found; sourced travel facts require rights and freshness checks. Credentials and user travel data need protection; architecture docs include components not implemented here.
Used in pipelines
Not part of a pipeline yet; available as a standalone component.
Industry tags
- Travel & hotelsSource-supported industry
For work involving destinations, room rates and bookings, use constraint and fact scoring followed by missing data and tradeoff explanations.
- Manufacturing & industryTransferable use
For unified lookup of spare-part catalogs and equipment records, use constraint and fact scoring followed by missing data and tradeoff explanations.
Skills pack
Contract scaffold and deterministic mock
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