atlas-db-client 0.0.1

The Python client for the Atlas vector database

Atlas Client

The Python client for the Atlas vector database.

Installation

pip install atlas-db-client

Quick Start

from atlas_db_client import AtlasClient

client = AtlasClient(host="http://localhost:8600")

# Create a collection
collection = client.create_collection(
    name="my-collection",
    dimension=128,
    metric="cosine",
)

# Insert a vector
result = client.insert_vector(
    collection_id=collection.id,
    vector=[0.1] * 128,
    metadata={"label": "example"},
)

# Search
response = client.search(
    collection_id=collection.id,
    vector=[0.1] * 128,
    k=5,
)

for r in response.results:
    print(r.id, r.score)

Async Support

from atlas_db_client import AsyncAtlasClient

async with AsyncAtlasClient() as client:
    collection = await client.create_collection(
        name="my-collection",
        dimension=128,
        metric="cosine",
    )

License

MIT