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  • How to use?
  • Node properties

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  1. Studio
  2. Flows
  3. Nodes

Iterate: LLM

To provide the user a way to ask questions that can be answered by a LLM

PreviousIterateNextSay: LLM

Last updated 4 months ago

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The Iterate: LLM node is used in the same way the node is used. This means, it is most often used as a form of main menu of your Smart App: "What can I do for you today?".

Large language models are great at understanding user questions and provide sensible answers based on the information stored in the common knowledge of the language model. The adds this flow node to your flow designer.

The difference with the default node is that it will use the LLM to provide an answer to the user when none of the links are triggered. When the LLM doesn't have an answer, it will still trigger the __unknown__dialog trigger which you can configure on this node to handle this event.

How to use?

As explained in the introduction, the Ask: LLM node is used in the same way the default node is used. The Iterate: LLM will work as a menu. It either responds due to one of the or are triggered or otherwise respond from the LLM.

In the above example, the Iterate: LLM will match the intents associated with the two labelled links "Talk to a human" and "Done". When the user doesn't appear to be asking for one of these intents, it will use the LLM to generate an answer.

Node properties

Property
Description
Explanation

Question

The initial question

Repeat (1)

The text to use when re-prompting the user after a turn

optional

Repeat (2)

The next text to use when re-prompting the user after a turn. The system will keep on iterating this step the third and all other turns

Prompt

The LLM can use a specific instruction from you (as the Smart App designer) to guide the generation of the answer. This instruction is given in the form of a "Prompt". The prompt can be configured in the AI section of the platform. Besides instructions, the prompt will also contain content that the LLM can use on top of its own dataset to generate answers, like information regarding your address, opening hours, parking instructions, etc. See the page for more information on this topic.

The which contains the instructions and content the LLM can use when generating a response

Prompts
prompt
Iterate: default
LLM Flows skill
Iterate
Iterate
labelled links
dialog triggers
Example of how to use the Iterate LLM node in your flow