Extract Data Node

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

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Node Inputs

1. Text for Extraction: The text that will be extracted from
   • Type: Text
2. Additional Context: Additional information or instructions for the AI
   • Type: Text (based on the type of list you choose)
3. 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>
     • Type: Dropdown
   • Description: A description of the data to extract
     • Type: Text

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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.

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Node Outputs

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

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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>.

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Example

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