Query Manipulation Server 26.3
Query Manipulation Server Help

# Generate LLM Summaries with QMS

You generate LLM summaries in QMS by using the ModelSummarize action. You specify the configured model to use by setting the Model parameter to the name of the generative model configuration section. You can summarize text by setting the Text parameter, or you can summarize a Knowledge Discovery document or set of documents by setting ID, Reference, or StateID.

NOTE: QMS downloads and caches your configured models when you start the server.

If QMS does not have an internet connection, you can use this action only if you have an existing cached model.

When you provide multiple document IDs or references, or a state token, QMS returns a single summary of all the source documents, rather than multiple summaries.

NOTE: You can set only one of the Text, ID, Reference, or StateID parameters.

For example:

    http://qms:16000/action=ModelSummarize&StateID=B8UGIK95FKJG-23&Model=Summarizer

This example uses the `Summarizer` model to generate summaries for the documents in the state token `B8UGIK95FKJG-23`.

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Version 26.3 | Last updated July 2026

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Product: Knowledge Discovery Query Manipulation Server 26.3

Topic Title: Generate LLM Summaries with QMS