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Hindsight (Semantic Memory) systems
hindsight
memory
postgresql
embeddings
semantic-search
2026-07-24 2026-07-24

Hindsight (Semantic Memory)

Deployment

  • Namespace: hindsight (K8s)
  • API: LoadBalancer 10.0.30.208:9177 (NICHT localhost)
  • Health: curl -s http://10.0.30.208:9177/health
  • Backend: PostgreSQL + pgvector
  • Config: ~/.hermes/hindsight/config.json (api_url gesetzt)

Components

Component Status
hindsight-api 1/1 Running
hindsight-postgres 1/1 Running
Embedding Model harrier-oss (via noris)

API Endpoints

  • GET /health — Health check
  • POST /retain — Store memory
  • POST /recall — Semantic search
  • POST /reflect — Synthesize answer across memories

Best Practices

  • retain_every_n_turns: 2 — reduziert Duplikate
  • Vor Batch-Retain: Health-Check, dann erst retain calls feuern
  • Meta-Memory Cleanup Cron: 1st of Month 03:00 (3 Dedup Rounds, Archive >6 Monate)
  • Decay & Importance Scoring: 1st of Month 03:30 (score=access×age_decay, archive score<0.15)
  • User Drift Detection: Mondays 04:00 (compare 14d vs 90d baseline)
  • Skill Health Check: Mondays 04:30 (scan 187 SKILL.md for issues)
  • Nightly Dream Cycle + Weekly Insight Digest

What NOT to store in Hindsight

  • Temporäre Task-States (→ session_search / todo)
  • Workflows (→ Skills)
  • Credentials (→ 1Password)
  • Duplikate von MEMORY.md
  • hindsight (hindsight category)
  • compound-learning (software-development category)