LLM Integration

Sisense Intelligence uses Large Language Models (LLMs) as the basis for our advanced analytical features. Sisense offers both managed LLM integration and bring-your-own LLM (BYO-LLM) options:

  • Managed LLM: For Generative AI features, Sisense can provide a managed Azure-hosted LLM. Managed LLM applies to all generative AI features as part of the Sisense Credits service. Sisense credits are only available for Sisense managed cloud customers (contact your Sisense account team).

  • BYO-LLM: Customers supply their own LLM (OpenAI or Azure OpenAI) for all features except Narrative which requires a separate license. The LLM API keys are configured directly by the customer.

Data Sent to the LLM

  • User prompts submitted through the assistant

  • Datasource semantic metadata (e.g., field names or descriptions)

  • Aggregated query result set

  • Sample column values & statistics (e.g., uniqueness, row count and range)

Feature

Train on your data

User prompt

Datasource semantic metadata

Agg. query result set

Sample column values & statistics

Explanations

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Forecast 

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Trend

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Exploration Paths

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Simply Ask (Legacy NLQ)

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Assistant

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Narrative

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Semantic Enrichment

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Smart Value Matching

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