function/sentence_embbeding.py

import requests
import json

URL_EMBBED_ZH = "http://10.9.3.239:1999/api/v1/extract_feature_zh"
URL_EMBBED_EN = "http://10.9.3.239:1999/api/v1/extract_feature_en"
URL_EMBBED_BGE = "http://10.9.3.240:5045/api/v1/embedding"

def embbeded_zh(text: list):
    try:
        r = requests.post(URL_EMBBED_ZH, data = json.dumps({
            "text": text
        }))
        embs = r.json()["vectors"]
        return embs
    except Exception as ve:
        print(ve)
        return []


def embbeded_en(text: list):
    try:
        r = requests.post(URL_EMBBED_EN, data = json.dumps({
            "text": text
        }))
        embs = r.json()["vectors"]
        return embs
    except Exception as ve:
        print(ve)
        return []
    

def embedded_bge(text: list):
    try:
        r = requests.post(URL_EMBBED_BGE, data = json.dumps({
            "text": text
        }))
        embs = r.json()["embeddings"]
        return embs
    except Exception as ve:
        print(ve)
        return []