Amazon Titan Embedder

Overview

You can use this Snap to generate an embedding vector based on the input data. The Snap processes the input document to generate the corresponding embedding for the output document.


Amazon Titan Embedder Overview

Prerequisites

None.

Limitations and known issues

None.

Snap views

Type Description Examples of upstream and downstream Snaps
Input This Snap has at the most one document input view. The Snap requires the text to generate the embedding vector. Mapper
Output This Snap has at the most one document output view. The Snap provides the embedded vectors, and the original input document. Mapper
Learn more about Error handling.

Snap settings

Legend:
  • Expression icon (): Allows using JavaScript syntax to access SnapLogic Expressions to set field values dynamically (if enabled). If disabled, you can provide a static value. Learn more.
  • SnapGPT (): Generates SnapLogic Expressions based on natural language using SnapGPT. Learn more.
  • Suggestion icon (): Populates a list of values dynamically based on your Snap configuration. You can select only one attribute at a time using the icon. Type into the field if it supports a comma-separated list of values.
  • Upload : Uploads files. Learn more.
Learn more about the icons in the Snap settings dialog.
Field/Field set Type Description
Label String

Required. Specify a unique name for the Snap. Modify this to be more appropriate, especially if more than one of the same Snaps is in the pipeline.

Default value: Amazon Titan Embedder

Example: Embedding data
Model name String/Expression/ Suggestion

Required. Specify the model name to use for the embeddings vector calculation. Learn more about the list of models from AWS that are compatible with the embeddings API.

Default value: N/A

Example: amazon.titan-embed-text-v1
Text to embed String/Expression

Required. Specify the text to generate the embedding vector.

Default value: N/A

Example: $msg
Snap execution Dropdown list
Choose one of the three modes in which the Snap executes. Available options are:
  • Validate & Execute: Performs limited execution of the Snap and generates a data preview during pipeline validation. Subsequently, performs full execution of the Snap (unlimited records) during pipeline runtime.
  • Execute only: Performs full execution of the Snap during pipeline execution without generating preview data.
  • Disabled: Disables the Snap and all Snaps that are downstream from it.

Default value: Validate & Execute

Example: Execute only

Examples