utils.py

import chromadb
from sentence_transformers import SentenceTransformer

chromaclient = chromadb.Client()
collection = chromaclient.get_or_create_collection("court_orders")

embedding_model = SentenceTransformer("all-MiniLM-L6-v2")

def gettextembed(text):
    return embedding_model.encode([text])[0]