Source code for langchain_community.graphs.graph_document

from __future__ import annotations

from typing import List, Union

from langchain_core.documents import Document
from langchain_core.load.serializable import Serializable
from pydantic import Field




class Node(Serializable):
    """Represents a node in a graph with associated properties.

    Attributes:
        id (Union[str, int]): A unique identifier for the node.
        type (str): The type or label of the node, default is "Node".
        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(Serializable):
    """Represents a directed relationship between two nodes in a graph.

    Attributes:
        source (Node): The source node of the relationship.
        target (Node): The target node of the relationship.
        type (str): The type of the relationship.
        properties (dict): Additional properties associated with the relationship.
    """

    source: Node
    target: Node
    type: str
    properties: dict = Field(default_factory=dict)





class GraphDocument(Serializable):
    """Represents a graph document consisting 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 (Document): The document from which the graph information is derived.
    """

    nodes: List[Node]
    relationships: List[Relationship]
    source: Document