## ADDED Requirements ### Requirement: Knowledge retrieval SHALL support a disabled-by-default Spring AI sidecar The retrieval system SHALL allow a Spring AI VectorStore retrieval path to be wired as a sidecar without changing the default `lookup_knowledge` runtime path. #### Scenario: Sidecar disabled by default - **WHEN** the application starts without explicit sidecar enablement - **THEN** `lookup_knowledge` SHALL continue using the existing retrieval path - **AND** Chat and AIOps runtime behavior SHALL not depend on the sidecar #### Scenario: Sidecar failure does not break main retrieval - **WHEN** the Spring AI sidecar is enabled but cannot initialize or query successfully - **THEN** the existing retrieval path SHALL remain usable - **AND** the failure SHALL be reported as sidecar status rather than as a main retrieval failure ### Requirement: Knowledge retrieval SHALL normalize sidecar results for comparison The sidecar retrieval path SHALL expose results in a comparable structure aligned with the current retrieval result shape. #### Scenario: Comparable result metadata - **WHEN** sidecar retrieval returns candidates - **THEN** each comparable result SHALL include source or doc id, title when available, breadcrumb when available, category when available, rank, content preview, and the sidecar score label/value #### Scenario: Score semantics are explicit - **WHEN** current retrieval and sidecar retrieval scores are compared - **THEN** the report SHALL label score semantics by path instead of assuming direct numeric equivalence