---
title: "Prepare Text for Embeddings"
slug: "prepare-text-for-embeddings"
updated: 2025-07-01T14:39:36Z
published: 2025-07-01T14:39:36Z
canonical: "documentation.decisions.com/prepare-text-for-embeddings"
---

> ## Documentation Index
> Fetch the complete documentation index at: https://documentation.decisions.com/llms.txt
> Use this file to discover all available pages before exploring further.

# Prepare Text for Embeddings

| Step Details |
| --- |
| **Introduced in Version** | 9.10.0 |
| **Last Modified in Version** | 9.12.0 |
| **Location** | AI > Prompt Management |

The Prepare Text for Embeddings step is used to allow users to add text that will be used for an embedding within a LLM. There are also pre-built options like stripping out HTML and removing square brackets [ ].

### Prerequisites

This step requires the [AI Common](https://documentation.decisions.com/docs/ai-common) to be [installed](https://documentation.decisions.com/docs/installing-modules-decisions) before it will be available in the toolbox.

---

## Properties

#### Text Settings

| Property | Description | Data Type |
| --- | --- | --- |
| Select Specific Options | Allows for advanced selection of options to refine preparation step | Boolean |

#### Inputs

| Property | Description | Data Type |
| --- | --- | --- |
| Input Text | String subject to alterations in this step | String |

#### Outputs

| Property | Description | Data Type |
| --- | --- | --- |
| Done |  |  |
|  | Prepared Text | Outputted text with preparation alterations as determined in the text settings | String |

![](https://cdn.document360.io/6ef8bcc1-6489-4486-9ad1-83acff7e5df0/Images/Documentation/2025-06-30_16h09_56.png)

---

## Example Inputs and Outputs

| Input | Output |
| --- | --- |
| \This Is A Sample\ | \\This Is A Sample\\ |
| This Is A Sample | this is a sample |
| <div>This is a sample</div> | This is a sample |
| [This is a sample] | This is a sample |

#### ![](https://cdn.document360.io/6ef8bcc1-6489-4486-9ad1-83acff7e5df0/Images/Documentation/2025-06-30_16h10_42.png)

---

Related Information

[AI Common Module](https://documentation.decisions.com/docs/ai-common)