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Parse unstructured data

Sophie avatar
Written by Sophie
Updated over 2 weeks ago

Definition and Usage

Extract structured data from unstructured text using AI. This command leverages language models to analyze and convert free-form text into structured, usable data formats.


Parameter Values

Input parameters

Parameter

Description

Possible Values

Required

Options / Notes

LLM model

Select the language model that best suits your scenario

DeepSeek (64K)

Yes

Different models may have varying capabilities and costs

Text content

Enter the unstructured text to be parsed

Any text content

Yes

Can use variable inputs from previous steps

Error handling

Parameter Name

Description

Throw error & stop

When an error occurs, the action will trigger an error and stop the execution of the entire app.

Retry command

If an error occurs, the action will retry the command in an attempt to resolve the issue and continue the process.

Ignore error & continue

When an error occurs, the action will be ignored, and the workflow will continue without interruption.

Variables produced

The parsed data is stored in a new variable that can be used in subsequent steps of the workflow.


Using Variables in Conditions

You can use variables by clicking the {x} icon in parameter fields. This allows you to insert previously defined variables into the text content parameter or to dynamically set where the parsed data should be stored.

Variables can be particularly useful when processing multiple text inputs in a sequence or when the output needs to be used in conditional logic later in the workflow.


Notes

  • The quality of structured data extraction depends on the selected language model and the clarity of the input text

  • Consider the cost implications of using AI models for parsing large volumes of text

  • The output format may vary depending on the complexity and nature of the input text

  • For best results, provide clear context or specific instructions within your text content

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