update for ragas

webapp/services/session_score_manager.py

@@ -192,7 +192,6 @@ class SessionScoreJobManager:
 
         # Lazy imports — keep web server bootable if ragas is not installed.
         from rag_eval.advisor import run_advisor
-        from rag_eval.metrics.factory import build_models
         from rag_eval.metrics.weights import compute_weighted_score
         from rag_eval.reporting.writers import write_run_artifacts
         from rag_eval.settings import EvaluationSettings
@@ -320,8 +319,7 @@ class SessionScoreJobManager:
 
                 # Regenerate optimization advice over all accumulated rows
                 try:
-                    llm, _ = build_models(judge_model, embedding_model, settings)
-                    run_advisor(result, scenario, llm)
+                    run_advisor(result, scenario, settings=settings)
                     logger.info("[session_job] advisor done  job_id=%s  session=%s", job_id, session_id)
                 except Exception as adv_exc:  # noqa: BLE001
                     logger.warning(