Baidu, Inc. Qianfan

Model

Embedding

Model	Model that supports preset services (using Model Parameter)
Embedding-V1	✓
bge-large-zh	✓
bge-large-en	✓
tao-8k	✓

Python SDK usage

creating a Key

https://console.bce.baidu.com/iam/#/iam/accesslist

Configure Environment Variables

os.environ["QIANFAN_ACCESS_KEY"] = "xx"
os.environ["QIANFAN_SECRET_KEY"] = "xx"

installation library

pip install qianfan

Embedding Document

import os
import qianfan

os.environ["QIANFAN_ACCESS_KEY"] = "xx"
os.environ["QIANFAN_SECRET_KEY"] = "xx"

emb = qianfan.Embedding()

resp = emb.do(
    model="bge-large-zh",
    texts=["世界上最高的山"],
)
print(resp["data"][0]["embedding"])