tidaldb/docs/research
jx12n 6a937fc4bc feat(m12): multi-vector user preference modeling + ANN candidate-gen
Add multi-vector preference entity (per-signal-type preference vectors with
event-time decay) feeding ANN candidate generation in the query executor.

- entities: multi_preference vectors + event-time-aware preference updates
- query/executor: ANN candidate-gen + personalization/pipeline integration
- storage/keys, db ops, state_rebuild: persist & rebuild multi-vector prefs
- ranking: profile + builtins support for multi-vector scoring
- tidal-server/config: expose multi-preference knobs
- tests/bench: m12_preference_event_time integration + multi_preference bench
- docs: multi-vector-preference research, ROADMAP/ARCHITECTURE refresh,
  legal/tidaldb-patent-proposal
- .codex/agents: codex agent definitions
- chore: gitignore tool-regenerated .agents/ mirror (doc-guard rejects it)
2026-06-23 09:52:36 -06:00
..
ann_for_tidaldb_gemini.md chore: initialize tidalDB repository with schema foundation and standards 2026-02-20 12:52:20 -07:00
ann_for_tidaldb.md feat(m12): multi-vector user preference modeling + ANN candidate-gen 2026-06-23 09:52:36 -06:00
enterprise_readiness_risks.md feat: complete M6-M7 + Enterprise Readiness milestones; split oversized source files per CODING_GUIDELINES §9 2026-02-23 22:41:16 -07:00
multi-vector-preference.md feat(m12): multi-vector user preference modeling + ANN candidate-gen 2026-06-23 09:52:36 -06:00
phase1_1_type_system.md chore: doc consolidation, seven-dimension review fixes, and commit hooks 2026-06-08 22:46:28 -06:00
tantivy_gemini.md chore: initialize tidalDB repository with schema foundation and standards 2026-02-20 12:52:20 -07:00
tantivy.md chore: initialize tidalDB repository with schema foundation and standards 2026-02-20 12:52:20 -07:00
tidaldb_signal_ledger_gemini.md chore: initialize tidalDB repository with schema foundation and standards 2026-02-20 12:52:20 -07:00
tidaldb_signal_ledger.md chore: initialize tidalDB repository with schema foundation and standards 2026-02-20 12:52:20 -07:00
tidaldb_tooling_and_diagnostics.md feat: M0p1 runtime skeleton, M0p2 tooling & diagnostics, m1p4 signal ledger 2026-02-20 20:32:00 -07:00
tidaldb_wal.md feat: implement Milestone 1 phases 1-3 — schema, WAL, and storage layer 2026-02-20 16:43:24 -07:00