---
title: "Create Embeddings"
slug: "create-embeddings-azure"
updated: 2026-08-07T20:36:37Z
published: 2026-08-07T20:36:37Z
canonical: "documentation.decisions.com/create-embeddings-azure"
---

> ## 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.

# Create Embeddings

| Step Details |
| --- |
| **Introduced in Version** | 10.1 |
| **Last Modified in Version** | -- |
| **Location** | AI > Azure Foundry |

The **Create Embeddings** step allows Users to generate text embeddings. Example Use Cases include semantic search and Retrieval-Augmented Generation **(RAG).**

### Prerequisites

This step requires installing the [AI.Common](https://documentation.decisions.com/docs/ai-common), and AI.Azure Foundry Modules and adding their [dependencies](https://documentation.decisions.com/v9/docs/project-dependencies) to the Project before they are available in the toolbox.

---

## Properties

#### API Configuration

| Property | Description | Data Type |
| --- | --- | --- |
| Override API Key | Enables Users to override the API key. | Boolean |

#### Model

| Property | Description | Data Type |
| --- | --- | --- |
| Select Model | Enables Users to specify an Ollama Model or specify the module via Flow. | Boolean |

#### Input Settings

| Property | Description | Data Type |
| --- | --- | --- |
| Allow Multiple Values | Enables Users to toggle on off/, allowing multiple values. **Note: Users should ensure the selected model supports multiple inputs before enabling this setting.** | Boolean |

#### Inputs

| Property | Description | Data Type |
| --- | --- | --- |
| Text to Process | Allows Users to specify the text used for the embedding. | String |

#### Outputs

| Property | Description | Data Type |
| --- | --- | --- |
| Resulting Embeddings | The created embedding from the input text. | -- |

#### ![](https://cdn.document360.io/6ef8bcc1-6489-4486-9ad1-83acff7e5df0/Images/Documentation/2026-07-27_16h31_38.png)

---

## Example Inputs & Outputs

```none
Inputs:
{
"Text to Process": [
0: 
1: 
2: 
3: 
4: 
Outputs: [
0: {
path: "Done"
data: {
Resulting Embeddings: {
Object: 
data: [
0: {
object: 
index:
embeddings: [
0: 
1: 
2:
...
```

## Step Changes

| Description | Version | Date | Developer Task |
| --- | --- | --- | --- |
| Added Embedding steps for Ollama, Azure Foundry, and Google Gemini. | 10.1 | August 2026 | [DT-047149] |