import os
os.environ["OPENAI_API_KEY"]= "sk-PRJ811XeKzEy20Ug3dA98a34Af8b40B5816dE15503D33599"
os.environ["OPENAI_BASE_URL"]= "http://154.9.28.247:3000/v1/"

from openai import OpenAI
client = OpenAI()

from sklearn.metrics.pairwise import cosine_similarity

def embedding(s:str):
	if len(s)==0:
		return
	else:
		return client.embeddings.create(
    		input=s, model="text-embedding-3-large" # nomic-embed-text text-embedding-3-small
			).data[0].embedding

a=embedding("I tend to draw fine distinctions between similar feelings (e.g., depressed and blue; annoyed and irritated).")
# b=embedding("我喜欢界定两种相似的情绪（如沮丧和忧伤，烦恼和被激怒）。")
# c=embedding("I like to define two similar emotions (e.g., frustration and sadness, annoyance and irritation).")

print(a,"\n",len(a))

# s = cosine_similarity([a, b, c])
# print(s)