Extract Data Node

This node allows you to extract key pieces of information or list of information from the input text using AI.

Node Inputs

• Text for Extraction: The text that will be extracted from

  • Type: Text

• Additional Context: Additional information or instructions for the AI

  • Type: Text

• Fields For Extraction: The fields to be extracted. Each field has three inputs:

  • Name: The name of the field to extract

    • Type: Text

  • Type: The type of the data to extract. The types are: Text, Decimal, Boolean, List<Text>, List<Decimal> and List<Boolean>

  • Description: The description for the data to extract

    • Type: Text

Node Parameters

In the gear:

1. Provider: Provider of the AI model you want to use. The default provider is OpenAI.

2. Model: Model name of the AI model you want to use. The default model is gpt-4o.

Node Outputs

• Dynamic Outputs: All the fields for extraction will be treated as individual outputs with the types as defined.

Considerations

• Click Add Field to add more fields.

• Be specific in your data descriptions for accurate outputs

• To extract a list of text, set the type to List <Text>

Example

The below example is a pipeline which extracts personal details such as name and address from the given text.