Skip to main content

synthetic_input.png Synthetic Input Tool

Create synthetic data with GenAI and get started building workflows before you have access to the real data. Use the Synthetic Input to save time by prebuilding your workflows with synthetic data.

注意

The GenAI Tools are currently in Public Preview. Learn how to join the Public Preview and get started with AI-powered workflows!

Tool Components

  • M input anchor: Use the M input anchor to connect the model connection settings from the LLM Override tool.

  • D output anchor: Use the D output anchor to pass the synthetic data downstream.

Configure the Tool

  1. Add a Synthetic Input tool to the canvas.

  2. Connect the M input anchor to an LLM Override tool.

  3. In the Use Case Selection section…

    1. Enter the use case that you want your synthetic data to represent. For best results, be descriptive and specific.

    2. Enter column names for the types of data you want included in the synthetic data. You must enter at least one.

  4. In the Configurations section…

    1. Enter the Number of Rows your synthetic data should have.

    2. Enter the Number of Columns your synthetic data should have. If the Number of Columns is greater than the number of column names entered in step 3b, the LLM might create additional columns for you.

  5. Run the workflow.

Output

The Synthetic Output tool outputs AI-generated synthetic data that contains column headers and data matching your use case and specified column names.

本节内容如下: