src/db_connections.py

from pymongo import MongoClient
from pymongo.server_api import ServerApi
from dotenv import load_dotenv
import os

load_dotenv()

mongodb_uri = os.getenv("MONGODB_URI") 

client = MongoClient(mongodb_uri, server_api=ServerApi('1'))

db = client.get_database("HQ-EN")
collection = db.get_collection("VectorDB")