Skip to main content

Python SDK - Collections

Create a collection

collection = sv.collection(
    "my-collection",
    dimensions=1536,
    metric="cosine"    # "cosine" | "euclidean" | "dot_product"
)

Collection stats

stats = collection.stats()
print(f"Vectors: {stats.vector_count}")
print(f"Dimensions: {stats.dimensions}")

Common dimensions

ModelDimensions
OpenAI text-embedding-ada-0021536
OpenAI text-embedding-3-large3072
all-mpnet-base-v2768
all-MiniLM-L6-v2384