# ========= Copyright 2023-2024 @ CAMEL-AI.org. All Rights Reserved. ========= # Licensed under the Apache License, Version 2.0 (the "License"); # you may not use this file except in compliance with the License. # You may obtain a copy of the License at # # http://www.apache.org/licenses/LICENSE-2.0 # # Unless required by applicable law or agreed to in writing, software # distributed under the License is distributed on an "AS IS" BASIS, # WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. # See the License for the specific language governing permissions and # limitations under the License. # ========= Copyright 2023-2024 @ CAMEL-AI.org. All Rights Reserved. ========= from __future__ import annotations from typing import List, Union from pydantic import BaseModel, ConfigDict, Field try: from unstructured.documents.elements import Element except ImportError: Element = None # type:ignore[misc,assignment] class Node(BaseModel): r"""Represents a node in a graph with associated properties. Attributes: id (Union[str, int]): A unique identifier for the node. type (str): The type of the relationship. properties (dict): Additional properties and metadata associated with the node. """ id: Union[str, int] type: str = "Node" properties: dict = Field(default_factory=dict) class Relationship(BaseModel): r"""Represents a directed relationship between two nodes in a graph. Attributes: subj (Node): The subject/source node of the relationship. obj (Node): The object/target node of the relationship. type (str): The type of the relationship. properties (dict): Additional properties associated with the relationship. """ subj: Node obj: Node type: str = "Relationship" properties: dict = Field(default_factory=dict) class GraphElement(BaseModel): r"""A graph element with lists of nodes and relationships. Attributes: nodes (List[Node]): A list of nodes in the graph. relationships (List[Relationship]): A list of relationships in the graph. source (Element): The element from which the graph information is derived. """ model_config = ConfigDict(arbitrary_types_allowed=True) nodes: List[Node] relationships: List[Relationship] source: Element def __post_init__(self): if "Element" not in globals(): raise ImportError("""The 'unstructured' package is required to use the 'source' attribute.""")