## Documentation Index

Fetch the complete documentation index at: [/llms.txt](https://developer.fabric.inc/llms.txt)

Use this file to discover all available pages before exploring further.

Product Agent is currently in beta, and we’re [seeking partners](/content/contact-us/index.html) to help shape its future.

Defining **Attributes** helps Product Agent understand what types of information exist in your catalog and how that information should be interpreted during enrichment. A well-defined set of attributes improves consistency across your product data and gives Product Agent better context when generating enhanced content. This topic describes how to import attributes from a CSV file or create them manually.

### CSV file guidelines

If you import attributes using a CSV file, the file should define the structure of your product attributes in a clear, consistent format. Each row represents a single attribute, including its display name, a machine-readable key, and the type of data it stores. This allows Product Agent to understand how product information should be structured and interpreted during enrichment. At a minimum, attribute definitions typically include:

- **attribute_name**: the display name shown in Product Agent
- **attribute_key**: a standardized, machine-readable identifier
- **description**: a brief explanation of the attribute
- **data_type**: the type of value the attribute stores, such as text or number

Providing a consistent set of attributes ensures that Product Agent can apply enrichment reliably across your catalog. The following example shows how attribute data can be structured in a CSV file:

| **attribute_name** | **attribute_key** | **description** | **data_type** |
| --- | --- | --- | --- |
| Designer | designer | Product designer | STRING |
| Product Name | product_name | Name of the product | STRING |
| Size | size | Product size | STRING |
| Product Code | product_code | Internal SKU/code | NUMBER |
| Details | details | Product details | STRING |

## Procedures

### Importing attributes

1. In the left menu, click **Settings**. The Product Agent **Settings** menu is displayed.
2. Click **Taxonomy**. The **Taxonomy** tab is displayed.
3. Click **Attributes**. The **Attributes** menu is displayed.
4. To import attributes from a CSV file, click **Import Attributes**. The **Import Attributes** window is displayed.
5. To import a CSV file, do one of the following:

- Drag and drop a file into the upload box.
   - Click **Choose File** to select a file from your computer.

6. Click **Import**.

The imported attributes are added to your taxonomy and become part of the data structure Product Agent uses during enrichment.

### Manual attribute setup

01. In the left menu, click **Settings**. The Product Agent **Settings** menu is displayed.
02. Click **Taxonomy**. The **Taxonomy** tab is displayed.
03. Click **Attributes**. The **Attributes** menu is displayed.
04. To create a new attribute, click **Create New Attribute**. The **Create New Attribute** window is displayed.
05. In the **Attribute name** field, enter the name of the attribute.
06. (Optional) In the **Description** field, enter a description for the attribute.
07. In the **Data Type** field, select the type of value the attribute will store. For more information on data types, see the [Taxonomy Overview](https://developer.fabric.inc/product-agent/admin-settings/settings/taxonomy-overview).
08. (Optional) To allow Product Agent to enhance or generate values for this attribute, click **Allow AI Content**.
09. (Optional) To provide additional guidance for AI-generated values, click **Include AI Content Guidance**.

10. Click **Create**.

The new attribute is added to your taxonomy and becomes available for Product Agent to use when enriching product data.