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Ontology - LLM Content

Intended audience: analysts developers administrators

AO Platform: 5.0


Overview

This section contains the configuration of LLM Content at the Ontology level, used by Easy Answers when configured for LLM Use.

A Prompt Instruction is a short instruction, written in plain English, that tells Easy Answers how to understand a question. Think of it as a business rule you hand to the AI — a definition, or a hint about what a word means in your business. The AI reads it while it turns the question into a query. 

A prompt is guidance, not code. Easy Answers still finds the data and writes the SQL itself. Your prompt only shapes how it does that. Because of this, a good prompt works for many ways of asking the same thing — not just one exact question. 

See also…

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Prompt Instruction Configuration

User Actions

  • (+) - adds a new Prompt Instruction.

  • Delete - deletes the Prompt Instruction.


Properties

Label

UI Widget

Default

Description

Prompt Instruction Type

Dropdown


First, add a Prompt Instruction Type using the “+” icon, including:

  • Template Question Intent Generation - Generates the question intent stored and vectorized on ao-semantic-templates and used to retrieve matching templates.

  • Text2SQL - SQL Generator to understand natural language text and convert it to Semantic SQL Queries.

Secondly, enter one or more Prompt Instructions for each type using the following configuration properties.

  • Active

ON/OFF Toggle

Enable

If enabled, the configured Prompt Instruction will be active in the system. Disable to make it inactive!

  • Name

Text Field


Enter a meaningful Name for the Prompt Instruction.

  • Task

Dropdown


Select from the following Tasks for the Prompt Instruction - this option is only available when the Prompt Instruction is for the Text2SQL category:

  • Add Default Criteria

  • Ambiguity Detection

  • Common Semantic SQL Corrector

  • Custom Query Functions

  • Post Processing

  • Reasoning and Query Generator (default)

  • Instruction

Multi-Line Text Field


Provide the Prompt Instruction as relating to the Task Property. Use the pencil icon to open a pop-up dialog to see a larger text box.

  • Word

Dropdown


Add one or more words that will trigger the use of the Prompt Instruction. Such words will be added to the Prompt BoW on the Linguistics page for the MSO.

  • Field Mapping

Dropdown


The Repeater Section is used to select one or more MSO Field Properties from primary or connected MSOs for which the Prompt Instruction will be associated.





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