context detemrinistic + randomized searches and fix for setup from stella-ops.local rather 127.1.0.*

2026-03-06 14:41:05 +02:00
parent 973cc8b335
commit 49763be70b
28 changed files with 1557 additions and 234 deletions
--- a/docs/modules/advisory-ai/unified-search-architecture.md
+++ b/docs/modules/advisory-ai/unified-search-architecture.md
@@ -21,6 +21,7 @@ flowchart LR

 ### Layer 1: Query Understanding
 - Input: `UnifiedSearchRequest` (`q`, filters, ambient context, session id).
+- Ambient context envelope from Web clients includes route/session continuity fields and optional last-action metadata (`action`, `source`, `queryHint`, `domain`, `entityKey`, `route`, `occurredAt`) for follow-up ranking/refinement.
 - Components:
  - `EntityExtractor`
  - `IntentClassifier`