Advanced
Custom Pipelines
Replace or extend ingestion, retrieval, grafting, and maintenance behavior.
Extension points
Custom adapters change model and embedding providers.
GraphStore changes persistence.
Pipeline configuration changes drift, expansion, ranking, and injection.
Maintenance passes annotate conflict, supersession, and decay.
Design boundary
Keep lifecycle filtering and provenance intact when replacing a stage so custom behavior does not reactivate forgotten memory or obscure its source.