Files
konstruct/packages
Adolfo Delorenzo 45b957377f feat(02-01): wire two-layer memory into orchestrator pipeline
- builder.py: add build_messages_with_memory() — injects pgvector context as
  system message + sliding window history before current user turn
- runner.py: accept optional messages parameter; fallback to simple build for
  backward compat (existing tests unaffected)
- tasks.py: memory pipeline in _process_message — load short-term + retrieve
  long-term before LLM call; append turns to Redis + dispatch embed_and_store
  fire-and-forget after response
- tasks.py: add embed_and_store Celery task (sync def + asyncio.run()) for
  async pgvector backfill — never blocks the LLM response pipeline
- memory/embedder.py: lazy singleton SentenceTransformer (all-MiniLM-L6-v2)
  with embed_text() / embed_texts() helpers
- All 202 tests pass (196 existing + 6 new memory integration tests)
2026-03-23 14:45:21 -06:00
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