| import re | |
| import uuid | |
| from typing import ( | |
| TYPE_CHECKING, | |
| Collection, | |
| List, | |
| Optional, | |
| Sequence, | |
| Tuple, | |
| Union, | |
| ) | |
| from camel.embeddings import BaseEmbedding, OpenAIEmbedding | |
| from camel.retrievers.vector_retriever import VectorRetriever | |
| from camel.storages import ( | |
| BaseVectorStorage, | |
| MilvusStorage, | |
| QdrantStorage, | |
| ) | |
| from camel.types import StorageType | |
| from camel.utils import Constants | |
| if TYPE_CHECKING: | |
| from unstructured.documents.elements import Element | |