from qdrant_client import QdrantClient
from qdrant_client.http import models
from qdrant_client.models import Distance, VectorParams
client = QdrantClient(host="localhost", port=6333)


collection_head = "nuggets_so400m"
out = client.scroll('nuggets_so400m',limit=10,with_vectors=True)



offset_id = None
#while True:
if True:
    res = client.scroll(collection_name=collection_head,
                                limit=1000000,
                                offset=offset_id,
                                with_payload=False,
                                with_vectors=True);

#    ou = np.asarray([x.vector for x in out[0]], dtype=np.float16)