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Taxonomy Advisor

The PoolParty Taxonomy Advisor enhances taxonomy enrichment by leveraging Large Language Models (LLM) to create narrower concepts, definitions and alternative labels.

Taxonomy Advisor assists users in their work on extending their taxonomies. The currently supported features are:

  • obtaining suggestions for narrower concepts

  • receiving suggestions for alternative labels

  • obtaining suggestions for definitions

  • individual and bulk operations for retrieving suggestions for definitions, alternative labels and narrower concepts.

Tip

Please note that the LLM used deploys carefully crafted prompts to ensure the best possible quality of the suggestions for narrower concepts, definitions and alternative labels while adhering to state-of-art security standards.

Note

Currently the Taxonomy Advisor feature can only be used in English.

Being a PoolParty feature, Taxonomy Advisor requires authentication. This external service connection has to be set up in the Semantic Middleware Configurator before you can use it.

Tip

After having generated narrower concepts, alternative labels or definitions on the Taxonomy Advisor tab, you can use the Restart button to regenerate all of the previously generated items, bearing in mind however that every time you generate these items using the Taxonomy Advisor, the provided suggestions for alternative labels, narrower concepts and definitions may vary due to the nature of how the underlying LLM works and you may receive different results every time you rerun this service.

Note

This external service requires authentication. Your API key can be saved under the Taxonomy Advisor option in the Semantic Middleware Configurator. If you are not sure whether your API key configuration in the Semantic Middleware Configurator is correct, please contact us.

It may happen that the external LLM service is not reachable or there are other connection problems. In such a case a corresponding error message will be displayed. If no connection can be established we recommend to try again after a couple of hours, or if the problem persists, contacting us.

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A corresponding error message may appear if the LLM could not generate any valid suggestions. In this case you can retry without any delay. Should the problem persist after another three attempts, please contact us.

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