from upstash_vector import Index, Vector
import random
index = Index.from_env()
dimension = 128 # Adjust based on your index's dimension
upsert_amount = 100
vectors = [
Vector(
id=f"generated-id-{i}",
vector=[random.random() for _ in range(dimension)],
metadata={"some_field": f"some_value-{i}"}
) for i in range(upsert_amount)
]
index.upsert(vectors=vectors)