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Audit Report - Search Module

Summary

Metric Result
Build registration pass
Source set size pass (module core files present)
Focused test presence pass
Open hardening findings yes
Critical blockers none identified

Verified Files

  • src/search/hybrid_search.cpp
  • src/search/distributed_hybrid_search.cpp
  • src/search/faceted_search.cpp
  • src/search/query_expander.cpp
  • src/search/fuzzy_matcher.cpp
  • src/search/autocomplete.cpp
  • src/search/llm_query_rewriter.cpp
  • src/search/llm_reranker.cpp
  • src/search/learning_to_rank.cpp
  • src/search/search_analytics.cpp
  • src/search/multi_field_search.cpp
  • src/search/multi_modal_search.cpp
  • src/search/neural_sparse_retrieval.cpp
  • src/search/search_result_stream.cpp

Findings

Open

  1. [SEA-AUD-01] distributed merge hardening remains active for shard-failure and overlap edge cases.
  • Severity: medium
  • Evidence: roadmap/future retain active hardening for merge failure and overlap variance scenarios.
  • Action: extend deterministic stress and regression coverage for shard-merge incident paths.
  1. [SEA-AUD-02] fusion/utility diagnostics require deeper consistency.
  • Severity: medium
  • Evidence: active follow-up work for rerank/expansion/facet incident taxonomy.
  • Action: unify diagnostics across utility stages and partial-backend degradations.
  1. [SEA-AUD-03] benchmark depth should broaden for advanced search workflows.
  • Severity: low
  • Evidence: core mapping is valid while advanced multimodal/rerank scenarios need deeper direct coverage.
  • Action: add benchmark depth for advanced search pipelines and workload mixes.

Closed

  • core search runtime surfaces are present and source-verified.
  • documentation set is synchronized to source-verifiable claims.
  • changelog/roadmap role separation is aligned to module governance pattern.

Compliance Snapshot

Requirement Status
Source-verifiable behavior claims pass
Structured forward planning in roadmap/future pass
Historical completion tracked in changelog pass
Core module docs synchronized pass

Issue Scope Traceability

  • Wave B tracking issue: https://github.com/makr-code/ThemisDB/issues/5039
  • dependent Wave A issue: https://github.com/makr-code/ThemisDB/issues/5038
  • follow-on Wave C issue: https://github.com/makr-code/ThemisDB/issues/5040