IndexNode

pydantic model llama_index.schema.IndexNode

Node with reference to any object.

This can include other indices, query engines, retrievers.

This can also include other nodes (though this is overlapping with relationships on the Node class).

Show JSON schema

{
   "title": "IndexNode",
   "description": "Node with reference to any object.\n\nThis can include other indices, query engines, retrievers.\n\nThis can also include other nodes (though this is overlapping with `relationships`\non the Node class).",
   "type": "object",
   "properties": {
      "id_": {
         "title": "Id ",
         "description": "Unique ID of the node.",
         "type": "string"
      },
      "embedding": {
         "title": "Embedding",
         "description": "Embedding of the node.",
         "type": "array",
         "items": {
            "type": "number"
         }
      },
      "extra_info": {
         "title": "Extra Info",
         "description": "A flat dictionary of metadata fields",
         "type": "object"
      },
      "excluded_embed_metadata_keys": {
         "title": "Excluded Embed Metadata Keys",
         "description": "Metadata keys that are excluded from text for the embed model.",
         "type": "array",
         "items": {
            "type": "string"
         }
      },
      "excluded_llm_metadata_keys": {
         "title": "Excluded Llm Metadata Keys",
         "description": "Metadata keys that are excluded from text for the LLM.",
         "type": "array",
         "items": {
            "type": "string"
         }
      },
      "relationships": {
         "title": "Relationships",
         "description": "A mapping of relationships to other node information.",
         "type": "object",
         "additionalProperties": {
            "anyOf": [
               {
                  "$ref": "#/definitions/RelatedNodeInfo"
               },
               {
                  "type": "array",
                  "items": {
                     "$ref": "#/definitions/RelatedNodeInfo"
                  }
               }
            ]
         }
      },
      "text": {
         "title": "Text",
         "description": "Text content of the node.",
         "default": "",
         "type": "string"
      },
      "start_char_idx": {
         "title": "Start Char Idx",
         "description": "Start char index of the node.",
         "type": "integer"
      },
      "end_char_idx": {
         "title": "End Char Idx",
         "description": "End char index of the node.",
         "type": "integer"
      },
      "text_template": {
         "title": "Text Template",
         "description": "Template for how text is formatted, with {content} and {metadata_str} placeholders.",
         "default": "{metadata_str}\n\n{content}",
         "type": "string"
      },
      "metadata_template": {
         "title": "Metadata Template",
         "description": "Template for how metadata is formatted, with {key} and {value} placeholders.",
         "default": "{key}: {value}",
         "type": "string"
      },
      "metadata_seperator": {
         "title": "Metadata Seperator",
         "description": "Separator between metadata fields when converting to string.",
         "default": "\n",
         "type": "string"
      },
      "index_id": {
         "title": "Index Id",
         "type": "string"
      },
      "obj": {
         "title": "Obj"
      },
      "class_name": {
         "title": "Class Name",
         "type": "string",
         "default": "IndexNode"
      }
   },
   "required": [
      "index_id"
   ],
   "definitions": {
      "ObjectType": {
         "title": "ObjectType",
         "description": "An enumeration.",
         "enum": [
            "1",
            "2",
            "3",
            "4"
         ],
         "type": "string"
      },
      "RelatedNodeInfo": {
         "title": "RelatedNodeInfo",
         "description": "Base component object to capture class names.",
         "type": "object",
         "properties": {
            "node_id": {
               "title": "Node Id",
               "type": "string"
            },
            "node_type": {
               "$ref": "#/definitions/ObjectType"
            },
            "metadata": {
               "title": "Metadata",
               "type": "object"
            },
            "hash": {
               "title": "Hash",
               "type": "string"
            },
            "class_name": {
               "title": "Class Name",
               "type": "string",
               "default": "RelatedNodeInfo"
            }
         },
         "required": [
            "node_id"
         ]
      }
   }
}

Config

• allow_population_by_field_name: bool = True

• validate_assignment: bool = True

Fields

• index_id (str)

• obj (Any)

field index_id: str [Required]

field obj: Any = None

classmethod class_name() → str

Get the class name, used as a unique ID in serialization.

This provides a key that makes serialization robust against actual class name changes.

classmethod from_text_node(node: TextNode, index_id: str) → IndexNode

Create index node from text node.

classmethod get_type() → str

Get Object type.