API turbopuffer

curl https://api.conare.ai/tpuf/v2/namespaces/products/query \
  -H "Authorization: Bearer $CONARE_API_KEY" \
  -H "Content-Type: application/json" \
  -d '{"rank_by": ["vector", "ANN", [0.1, 0.2, 0.3, 0.4]], "top_k": 10}'

import os
import turbopuffer

tpuf = turbopuffer.Turbopuffer(
    api_key=os.environ["CONARE_API_KEY"],
    region="gcp-us-central1",  # any value: Conare ignores it
    base_url="https://api.conare.ai/tpuf/{region}",
)

ns = tpuf.namespace("products")
ns.write(
    upsert_rows=[{"id": 1, "vector": [0.1, 0.2, 0.3, 0.4], "title": "refunds"}],
    distance_metric="cosine_distance",
)
result = ns.query(rank_by=("vector", "ANN", [0.1, 0.2, 0.3, 0.4]), top_k=10)