VectorRexClient Python SDK

VectoRex Python SDK 是一个用于与 VectorRex 服务进行交互的 Python 客户端 SDK。它提供了创建集合、添加数据、查询数据等功能，帮助开发者更便捷地在应用中集成 VectorRex 服务。

快速开始

1. 初始化客户端

import os
import sys

from client import VectorRexClient, CollectionRequest, VectorField, ScalarField

# 添加项目根目录到 Python 路径
sys.path.append(os.path.dirname(os.path.dirname(os.path.abspath(__file__))))

def main():
    # 初始化客户端
    client = VectorRexClient(base_uri="https://vectorex.m78cloud.cn", username="admin", password="123456")

    # 创建集合
    collection_req = CollectionRequest(
        collectionName="test_collection",
        vectorFileds=[VectorField(name="vector", metricType="FLOAT_COSINE_DISTANCE", dimensions=128)],
        scalarFields=[ScalarField(name="id", isPrimaryKey=True)]
    )
    response = client.create_collection(collection_req)
    if response["status"] == 0:
        print("Collection created successfully!")
    else:
        print(f"Failed to create collection: {response['msg']}")

if __name__ == "__main__":
    main()