Summarize using Gen AI
Description
This activity summarizes the user-defined column based on a specified prompt using Generative AI. The summarized data is stored in a new column, allowing for easier analysis and interpretation.
Input
Data
Output
Transformed Data
Configuration Fields
- Column name Name of the column to be summarized.
- Prompt Custom prompt text guiding the summarization.
- New column name Name of the column where summarized data will be stored.
- Select all rows If enabled, selects all rows for summarization.
- Limit Maximum number of rows that can be selected for summarization.
Sample Input
| ID | Product_Description |
|---|---|
| 1 | This smartphone features a 6.5-inch display, a high-resolution camera, and a long-lasting battery. |
| 2 | The laptop has a powerful processor, lightweight design, and extended battery life. |
| 3 | A smartwatch with fitness tracking, heart rate monitoring, and sleep analysis. |
Sample Configuration
Sample Output
| ID | Product_Description | Summary |
|---|---|---|
| 1 | This smartphone features a 6.5-inch display, a high-resolution camera, and a long-lasting battery. | A smartphone with a large display, great camera, and long battery life. |
| 2 | The laptop has a powerful processor, lightweight design, and extended battery life. | A lightweight laptop with a powerful processor and long battery life. |
| 3 | A smartwatch with fitness tracking, heart rate monitoring, and sleep analysis. | A smartwatch with health and fitness tracking features. |