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Sarabjeet Kaur

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You can now configure specific settings for semantic models in the Refinement section of the Semantic Model Designer. These settings set AI configurations for a particular semantic model, which will be used during AI chat sessions and queries in Kyvos Dialogues. These configurations allow you to tailor the context to the semantic model, enhancing outcomes for various business use cases such as Kyvos dialogues, anomaly detection , and natural language summaries.

You can specify which GenAI connection (including the default) to use for Kyvos Dialogues, Natural Language Summary generation, and Anomaly Detection. Additionally, you can configure conversational metadata settings, including metadata import, export, and set options, directly from the AI Settings page.

To specify AI Settings for Kyvos Dialogues and the semantic model, perform the following steps.

...

Area

Parameter

Description

GenAI Connection

Select the required GenAI connection to be used for Kyvos Dialogues interactions for the semantic model.

Set Metadata

Select this link to set metadata for conversational analytics.

Export Metadata

Select this link to export metadata for conversational analytics, such as tags, descriptions, and key elements from the semantic model, to a CSV file.

Import Metadata

Select this link to import metadata for conversational analytics, such as tags, descriptions, and key elements from the semantic model to a CSV file.

Natural Language Querying

Similarity Upper Threshold

Specify the similarity threshold for autocorrecting queries.
A higher threshold allows more flexible query adjustments, while a lower threshold requires closer matches for corrections.

Maximum Columns Requested

Specify an additional prompt to be included with user input for generating queries. This prompt provides extra context or guidance to refine query results and improve the accuracy of responses.

Mandatory RAG Columns

The selected columns will be included with every query, regardless of user input. This ensures critical context is consistently provided for more accurate results.

NOTE:

The columns in this list will be displayed only under the following conditions:

  1. The columns are marked "Visible" in the Set Metadata dialog box.

  2. The columns are selected in the Set SQL Metadata dialog box.

  3. The attributes for which the "Visible" checkbox has already been selected in the Attribute Properties section.

Business Context

Define an additional prompt to be included with user input for generating queries. This prompt provides extra context or guidance to refine query results and improve the accuracy of responses.

Natural Language Summary

Business Context

...

Specify an additional context to be included with user input for generating natural language summaries. This helps tailor the summaries to align with business needs and improve relevance.

  1. Click Save. The AI settings for the semantic model are set.