OpenAI ChatGPT and Zoho DataPrep

OpenAI Integration with Zoho DataPrep

Open AI integration with Zoho DataPrep helps you enrich your data with advanced AI-based features using ChatGPT, a generative artificial intelligence developed by OpenAI.

OpenAI in Zoho DataPrep works in a BYOK (Bring Your Own Key) model, in which users bring their own ChatGPT API Key and OpenAI Organization ID. If you are already an OpenAI user, you can use your API key and organization ID to unlock AI features in DataPrep. 

Here's a quick video on ChatGPT integration with Zoho DataPrep. 



Data Privacy Notice : Zoho DataPrep utilizes OpenAI's ChatGPT API, an external service based in the USA, subject to OpenAI's Terms of Use . Please be aware that the information sent to OpenAI depends on the access provided by you, the user. The data shared with ChatGPT is based on the features you enable. Details such as column names and/or selected cell data will be shared based on each feature. You can choose to enable or disable each feature based on the level of data you want to share. Therefore, exercise caution while using this service and ensure that the data you provide does not contain confidential or personal information. 


Notes
  1. The generative response are coming in from ChatGPT's training data. Accuracy, consistency, and relevance of the response are subjective to the type of prompts and the data available in its training set. 
  2. ChatGPT doesn't respond to prompts about personal information.
Here's a short demo that illustrates the various features in Zoho DataPrep powered by OpenAI's ChatGPT integration. 



To configure and enable OpenAI's ChatGPT integration

1. Go to the OpenAI Integration tab in the Settings page by clicking the settings icon at the top-right corner in the top bar. 
Note: The OpenAI configuration in DataPrep's Settings page will be visible to only the Account admin.
The features can enabled for your DataPrep organization only by the Account admin.



2. Provide the Organization ID and API Key of your OpenAI organization to configure OpenAI integration in your DataPrep organization. 
Note : The key will be encrypted and securely stored in Zoho DataPrep. Learn how to get the Organization ID and the API key from OpenAI

3. Click the Save button. Consent popup will be shown. Please read the data privacy notice carefully before you proceed. By proceeding, you acknowledge and accept the risks, and OpenAI's terms of use policy. 





4. Once saved, you can choose to enable the OpenAI's ChatGPT features you want. 
  1. Dataset Finder
  2. Formula Generator
  3. Transform by Example

      
5. After enabling the features, you will be able to use them in your DataPrep organization. 
  1. You can find the External dataset finder feature while importing data using the +Add dataset button. 
  2. You can find the Formula suggester feature in the "Add formula" transform available in the Transform menu in the DataPrep studio page.
  3. You can find the Transform by example feature in the right-click menu of your data column.

Notes
1. The ChatGPT powered features, when enabled can be used by the Account admin and the Organization admins in your DataPrep organization.
2. The API key entered is specific to the particular organization that it is configured in. If you are a part of multiple Zoho DataPrep organizations, the API key still won't be shared across organizations.
3. The API key entered is specific to Zoho DataPrep, and will not be shared with any other Zoho service.

Organization ID and API key in OpenAI

1. Go to the Organization tab under the Settings page in Open AI to get the Organization name and ID. Here's a snapshot for reference. Read more from OpenAI



2. In the Settings page, go to the User API keys tab under Your Profile section to get your API Key. Here's a snapshot for reference. Read more from OpenAI




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