import json
import numpy as np
from sentence_transformers import SentenceTransformer

print("Loading embedding model from HuggingFace...")
embedding_model = SentenceTransformer("all-MiniLM-L6-v2")

print("Loading cluster data...")

with open("models/cluster_data.json") as f:
    data = json.load(f)

core_samples = np.array(data["core_samples"])
labels = np.array(data["labels"])
eps = data["eps"]

print("Models loaded successfully.")