38 lines
1.1 KiB
Python
38 lines
1.1 KiB
Python
# Migrate active memory facts into Qdrant
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from __future__ import annotations
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import asyncio
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from sqlalchemy import select
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from app.config import get_settings
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from app.db.base import SessionLocal, init_db
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from app.db.models import MemoryFact, SessionSummary
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from app.rag.ingest import index_memory_fact, index_session_summary
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from app.rag.store import ensure_collections
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async def main() -> None:
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settings = get_settings()
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if not settings.rag_enabled:
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print("RAG disabled; set RAG_ENABLED=true")
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return
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init_db()
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ensure_collections()
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db = SessionLocal()
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try:
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facts = db.scalars(select(MemoryFact).where(MemoryFact.active.is_(True))).all()
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for fact in facts:
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await index_memory_fact(fact)
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summaries = db.scalars(select(SessionSummary)).all()
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for row in summaries:
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if row.summary:
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await index_session_summary(row.session_id, row.summary)
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print(f"Indexed {len(facts)} facts and {len(summaries)} summaries")
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finally:
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db.close()
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if __name__ == "__main__":
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asyncio.run(main())
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