Page Comparison

Connection Name

A unique name that identifies your GenAI connections.

Provider

The name of the GenAI provider the system will use to generate output.

LLM Service URL

The URL of the provider-specific endpoint for generating output.

Authentication Key

A unique key for authenticating and authorizing requests to the provider's endpoint.

Model

The name of the GenAI LLM model used to generate the output.

Is Model Fine Tuned

Select one of the following:
Yes: Select this option to fine-tune the model.
No: Select this option if you do not want to fine-tune the model.

Usage

Select one of the following:

• MDX Calculations

• MDX Queries

You can specify whether you want to use the feature for MDX calculations or MDX queries. If you want to create expressions for calculated measures or members, select MDX calculations. If you want to query on the semantic model, choose the MDX queries option. However:

• If you select the MDX calculations option, the Ask Kyvos Copilot option will appear in the Calculated Measures dialog box for creating expressions for calculated measures and members.

• If you select the MDX queries option, the Ask Kyvos Copilot option will appear in the Query Playground page.

You can also set a default connection to be used for MDX calculations, MDX queries. To configure this, select the appropriate checkboxes as needed:

• Default Connection for MDX Calculations: Select this checkbox to set the default connection for MDX calculations.

• Default Connection for MDX Queries: Select this checkbox to set the default connection for MDX queries.

Temperature

Configures temperature, controlling randomness. Lowering it results in less random completions. As the temperature approaches zero, the model becomes deterministic and repetitive. It is recommended to alter either this or top p, but not both.

• Default Value: 1

• Minimum Value: 0

• Maximum Value: 2

Maximum length

Specifies the maximum number of tokens shared between the prompt and output, which varies by model. One token is roughly four characters for English text.

• Default Value: 1

• Minimum Value: 0

• Maximum Value: 10000

Top P

Controls diversity via nucleus sampling. If set to 0.5, half of all likelihood-weighted options are considered. It is recommended to adjust either this or the temperature parameter, but not both.

• Default Value: 1

• Minimum Value: 0

• Maximum Value: 1

Frequency penalty

Specifies a number between -2.0 and 2.0. Positive values penalize new tokens based on their frequency in the existing text. This reduces the likelihood of the model repeating the same line verbatim.

• Default Value: 1

• Minimum Value: -2

• Maximum Value: 2

Presence penalty

Specifies a number between -2.0 and 2.0. Positive values penalize new tokens based on their appearance in the text so far, thereby increasing the model's likelihood of discussing new topics.

• Default Value: 1

• Minimum Value: -2

• Maximum Value: 2

Connection Name

A unique name that identifies your GenAI connections.

Provider

The name of the GenAI provider the system will use to generate output.

URL

The URL of the provider-specific endpoint for generating output.

Authentication Key

A unique key for authenticating and authorizing requests to the provider's endpoint.

Usage

Select the Conversational AI option.

You can also set a default connection to be used for Conversational AI. To configure this, select the Default Connection for Conversational AI to set the default connection for Conversational AI purposes.

Model

The name of the GenAI LLM model used to generate the output.

Is Model Fine Tuned

Select one of the following:
Yes: Select this option to fine-tune the model.
No: Select this option if you do not want to fine-tune the model.

Prompt Token Limit

Specify the maximum tokens allowed for a prompt in a single request for the current provider.

NOTE: The default value is 8000.

The minimum value is 0.

Embedding Endpoint

Specify a unique identifier for end-user, which can help OpenAI monitor and detect abuse.

Allow Sending Data for NLG

Select Yes or No to specify whether the generated questions should include values or not.

Template Folder Path

Specify a folder path for templates.

Open AI Invoke Endpoint

Specify which model to be used to generate embedding.

Embedding Model Name

Specify model name to be used to generate embedding.

Similarity Threshold (Auto Correction)

Specify similarity threshold for query autocorrection.

NOTE: The default value is 0.2

The minimum value is 2.

Max Retry Count for SQL Execution

Specify maximum retry count attempted so that we get correct query.

NOTE: The default value is 0.

Upper Threshold

Enter the value to control RAG record selection.

NOTE: The default value is 0.7.

Lower Threshold

Enter the value to control RAG record selection.

NOTE: The default value is 0.4.

Maximum Records Requested

Enter the value to configure maximum records (RAG) required in a user prompt.

NOTE: The default value is 10.

Max Rows Summary

Enter the value to configure maximum values for row summary.

NOTE: The default value is 100.

Generate Content

Select Title, Summary, or Key Insight to determine the content to be generated, such as the title, summary, and key insights. NOTE: For summary and key insights, the value for 'Allow Sending Data for NLG', should be set to 'Yes'.