Embeddings convert real-world objects into complex, mathematical representations that capture integral properties and relationships between real-world data.
For more information on Embeddings, click on the link below:
The image below illustrates a flow where the Generate Embedding Mapper Step is used.
The image below shows the Record Generator Source step.
Adding a Generate Embedding Mapper Step
To add a Generate Embedding Mapper step in a flow, follow the below instructions:
1. Click on the highlighted icon as shown in the below image.
2. The below page will appear. Select or search for a step to pull out the source data. Click on the Mapper tab and select Generate Embedding as shown in the image below.
Configuring a Generate Embedding Mapper Step
Illustrated in the below image is the configuration that is available in the Generate Embedding Mapper step.
Embedding Target Path – The field on the record to generate an embedding for. Leave this blank to generate embedding for the entire record.
To Field – Field to map the unified record with the embedding. This comes with “embeddings” as default but can be changed.
Using a Generate Embedding Mapper Step
To use a Generate Embedding Mapper Step, follow the instructions below:
1. Click the Execute Flow button shown in the image below:
2. Click the Create Run button.
The image below records embeddings stored in the Buffer destination step.
