{
  "video_id": "EtldFS3JbGs",
  "channel": "jamesbriggs",
  "title": "Conversational Memory in LangChain for 2025",
  "scores": {
    "depth": 2,
    "novelty": 1,
    "aria_relevance": 2,
    "production_ready": 3
  },
  "avg_score": 2.0,
  "verdict": "promote",
  "one_line_reason": "Praktische, aktuelle LangChain 0.3 Memory-Implementierung mit Runnable-Pattern direkt einsetzbar; Memory-Design zentral fuer Aria, aber konzeptionell etabliert.",
  "model": "claude-haiku-4-5-20251001",
  "cost_usd": 0.005089000000000001,
  "triaged_at": "2026-05-15T09:01:41.624660+00:00"
}