ChatGPT 获得嵌入

函数“get_embedding”将为我们提供输入文本的嵌入。

import openai

embedding = openai.Embedding.create(
    input="Your text goes here", model="text-embedding-ada-002"
)["data"][0]["embedding"]
len(embedding)

1536

import openai
from tenacity import retry, wait_random_exponential, stop_after_attempt


@retry(wait=wait_random_exponential(min=1, max=20), stop=stop_after_attempt(6))
def get_embedding(text: str, model="text-embedding-ada-002") -> list[float]:
    return openai.Embedding.create(input=[text], model=model)["data"][0]["embedding"]


embedding = get_embedding("Your text goes here", model="text-embedding-ada-002")
print(len(embedding))

1536