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Add search explainability outputs #19

@aurexav

Description

@aurexav

Context
Debugging memory failures is hard without visibility into why a result ranked highly.

Goal
Expose compact explainability data for each result to support evaluation and tuning.

Scope

  • Return component scores (retrieval score, rerank score, boosts).
  • Include matched terms or fields when available.
  • Provide a stable result handle for follow-up inspection.

Acceptance Criteria

  • Developers can identify ranking causes with a single search response.

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    kind:perfPerformance and efficiency improvements (latency, throughput, storage, cost).kind:specSpecification or contract definition (APIs, schemas, invariants, query semantics).

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