COREAICMSSAO

Measured Retrieval Tuning (L1)

make ranking parameters come from a committed, measured profile selected per query class, switchable from Settings, with L0 as the exact fallback.

State
Done
Progress
100%
Steps
44 / 44
Started
2026-10-01
Finished
2026-10-30
Modules
LaraCore, LaraAI, LaraCMS, LaraSAO

Tasks.

  • Task 1: QueryClass enum and derivation5/5
  • Task 2: search_adaptive_tuning setting5/5
  • Task 3: Profile config and RetrievalTuningProfile5/5
  • Task 4: Wire into AdvancedSearchService5/5
  • Task 5: Extract RankFusion (behaviour-preserving)5/5
  • Task 6: Configurable rerank blend, and remove the dead key5/5
  • Task 7: test:ai:tune-retrieval7/7
  • Task 8: Profile regression gate4/4
  • Task 9: Documentation (RAG docs are part of the feature)3/3

Read the full plan on GitHub