from pathlib import Path from llama_index.core import ( MockEmbedding, Settings, SimpleDirectoryReader, StorageContext, VectorStoreIndex, load_index_from_storage, ) KNOWLEDGE_BASE_DIR = Path("knowledge_base") STORAGE_DIR = Path("storage") Settings.embed_model = MockEmbedding(embed_dim=8)