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3a82c7c | 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 47 48 49 50 51 52 53 54 55 56 57 58 59 60 61 62 63 64 | """Initialize the Qdrant collection for AdaptiveRAG.
Useful when bootstrapping a fresh Qdrant deployment (Docker / Cloud) before
running the app, or to verify your env vars are wired correctly.
Usage:
uv run python scripts/init_qdrant.py
uv run python scripts/init_qdrant.py --recreate
"""
from __future__ import annotations
import argparse
import logging
import sys
from pathlib import Path
# Allow running this script directly from the repo root.
sys.path.insert(0, str(Path(__file__).parent.parent))
from dotenv import load_dotenv # noqa: E402
from src.indexing import QdrantStore # noqa: E402
logging.basicConfig(
level=logging.INFO,
format="%(asctime)s - %(name)s - %(levelname)s - %(message)s",
)
logger = logging.getLogger("init_qdrant")
def main() -> int:
parser = argparse.ArgumentParser(description="Initialize Qdrant collection.")
parser.add_argument(
"--recreate",
action="store_true",
help="Drop the existing collection (if any) before creating.",
)
args = parser.parse_args()
load_dotenv()
store = QdrantStore()
if args.recreate:
try:
store.client.delete_collection(store.collection_name)
logger.info(f"Dropped collection '{store.collection_name}'")
except Exception as exc:
logger.warning(f"Drop failed (it may not exist yet): {exc}")
# Re-init to recreate.
store = QdrantStore()
total = store.total_chunks()
logger.info(
f"Collection '{store.collection_name}' is ready "
f"({total} existing chunks)."
)
return 0
if __name__ == "__main__":
raise SystemExit(main())
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