File size: 1,231 Bytes
503b0e9 | 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 | #!/usr/bin/env python3
import os, sys, time
import requests
QDRANT_URL = os.environ.get("QDRANT_URL", "http://127.0.0.1:17000")
COLLECTION = {
"name": "elizabeth_embeddings",
"config": {
"vectors": {"size": 1536, "distance": "Cosine"},
"hnsw_config": {"m": 64, "ef_construct": 128, "full_scan_threshold": 10000},
"optimizers_config": {"default_segment_number": 2}
}
}
def ensure_collection():
name = COLLECTION["name"]
cfg = COLLECTION["config"]
r = requests.get(f"{QDRANT_URL}/collections")
r.raise_for_status()
names = [c.get("name") for c in r.json().get("result", {}).get("collections", [])]
if name in names:
print(f"Collection exists: {name}")
return
# Create
put = requests.put(f"{QDRANT_URL}/collections/{name}", json=cfg)
if put.status_code not in (200, 201):
print(f"Failed to create {name}: {put.status_code} {put.text}")
sys.exit(1)
print(f"Created collection: {name}")
if __name__ == "__main__":
for _ in range(10):
try:
ensure_collection()
sys.exit(0)
except Exception as e:
print(f"Bootstrap retry: {e}")
time.sleep(2)
sys.exit(1)
|