KG Summarize Node

K

AI/Memory/Graph

KG Summarize

Converts a subgraph (nodes + edges) into a natural-language summary for LLM consumption

kg_summarizellm

Inputs5

Outputs4

Security exposure2/10

Packagellm

Ratings

Scores range from 0 to 10. Higher values mean more impact, exposure, or operational weight.

SecurityAttack surface and exposure impact.

2/10High

PrivacyPotential sensitivity of processed data.

4/10Medium

PerformanceRuntime or resource pressure.

2/10High

GovernancePolicy, audit, or compliance impact.

3/10High

ReliabilityOperational stability considerations.

1/10High

CostExternal or compute cost impact.

9/10Low

Input Pins

5

Input

Execution

exec_in

Trigger

Graph Connection

Struct

graph

Graph connection reference (for label metadata)

SchemaNodeGraphConnectionNodeGraphConnectionNodeGraphConnection1 fields

cache_keystringrequired

Schema enforced

Subgraph

Struct

subgraph

Subgraph payload (output from KG Retrieve, Neighbors, or Subgraph nodes)

Max Tokens

Integer

max_tokens

Approximate maximum token budget for the summary (controls verbosity)

Default 500

Include Properties

Boolean

include_properties

Whether to include node/edge properties in the summary

Default true

Output Pins

4

Done

Execution

exec_out

Fires when summarization completes

Summary

String

summary

Natural-language summary of the subgraph

Node Count

Integer

node_count

Number of nodes in the input subgraph

Edge Count

Integer

edge_count

Number of edges in the input subgraph

Node Info

Internal name

kg_summarize

Category

AI/Memory/Graph