InfraNodus Graph RAG icon

InfraNodus Graph RAG

Build knowledge graphs, get AI advice, and extract content gaps with the InfraNodus API

Actions7

Knowledge Graph → Generate Content Gaps and Topics

AI-generated

Summary

Generate content gaps and topic insights from a knowledge graph by providing either raw input text or referencing an existing graph name, with options to save/update the graph and include AI-generated topics and detailed graph data in the output.

Inputs

  • Graph Name — Specify the name of the graph to analyze; leave empty if not using a saved graph.
  • Text — Provide the text used to create a new graph if not referencing an existing one.
  • Save / Update the Graph in InfraNodus — Choose whether to save or update the graph in InfraNodus (yes/no). Defaults to not saving.
  • Include AI-Generated Topics — Toggle generation of AI-derived topic names for graph clusters, which may slow processing.
  • Include Content Gaps and Topics Information — Optionally include extended information about content gaps and keywords in the response; this is enabled by default and hidden in the UI.
  • Include Full JSON Graph — Decide if the full JSON representation of the graph should be returned.
  • Include All the Statements — Choose whether all extracted statements from the graph should be included in the response.
  • Request Options — Settings to control batching, SSL validation, proxy configuration, and request timeout.

Output shape

a JSON object containing content gaps, topic summaries, and optionally the full graph and extracted statements

The response may include detailed content gap analysis and topic names (AI-generated if enabled). Full graph JSON and all statements are included only if requested. Saving/updating the graph in InfraNodus depends on the 'Save / Update' option.

Examples

Example 1: Analyze input text to find content gaps and topics without saving

Provide 'Text' with the content, leave 'Graph Name' empty, set 'Save / Update' to 'No'. Optionally enable 'Include AI-Generated Topics' for richer topic names.

Example 2: Analyze an existing saved graph with AI topics and include full graph in response

Set 'Graph Name' to the existing graph's name, set 'Save / Update' to 'No' or 'Yes' to update, enable 'Include AI-Generated Topics' and 'Include Full JSON Graph' to receive detailed output.

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