Demo: Generate text embeddings

On-premises or any cloud edition v1.11 keyboard_arrow_down

• SAP BTP edition v1.1
• On-premises or any cloud edition v1.11

This demo shows you how to generate text embeddings by passing a snippet of text input to an embedding model, by using the Vertex AI SDK for ABAP.

Before you begin

Before you run this demo, make sure that you or your administrators have completed the following prerequisites:

• Enabled the Vertex AI API in your Google Cloud project.
• Set up authentication to access the Vertex AI API.
• Configured the model generation parameters . For generating embeddings, only the following parameters are required: Client Key , Model Key , Model ID , Google Cloud Region Location and Publisher .

Generate text embeddings

To generate text embeddings, perform the following steps:

1. In SAP GUI, execute the transaction code /GOOG/SDK_IMG .

   Alternatively, execute the transaction code SPRO , and then click SAP Reference IMG.

2. Go to ABAP SDK for Google Cloud  > Demos.

3. Open Demo: Invoke multimodal Embedding models

4. Select Generate text embeddings.

5. In the Client keyfield, enter the client key for authentication.

6. In the Model keyfield, enter the model key, which is configured in the model generation parameters .

7. In the Dimensionsfield, enter the number of dimensions for the output embeddings, such as 768 .

8. In the Enter textfield, provide your input text.

9. Run the program. The Response from LLMarea shows the generated embeddings.