import os

USER_MODELS_DIR = "/data/user_models_data"
os.makedirs(USER_MODELS_DIR, exist_ok=True)

def get_ai_paths(ai_id: str = "neurones_self"):
    ai_dir = os.path.join(USER_MODELS_DIR, ai_id)
    os.makedirs(ai_dir, exist_ok=True)
    return {
        "model_path": os.path.join(ai_dir, "matcher_model.joblib"),
        "data_path": os.path.join(ai_dir, "training_pairs.csv"),
        "responses_path": os.path.join(ai_dir, "responses.json")
    }