We have integrated OpenAI’s GPT model into our system, renowned for its ability to understand and interpret natural language at a human-like level.
Datuum has expanded its AI-powered no-code customer experience by incorporating OpenAI integration. Our machine learning models, trained using over 100K table samples across multiple industries, are already saving our customers hundreds of hours per week on data integration routine tasks. And now, we’re introducing a conversational layer to our interface to easily transform data in the target model.
At Datuum, we deeply understand the unique capabilities and flexibility of OpenAI. We’re excited to leverage these advantages to assist data teams in building resilient data pipelines. This integration empowers our partners to customize their mappings based on their specific target data model requirements, streamlining the data integration process and saving valuable time. The predicted meaning of columns and data samples seamlessly appear right in the project workspace, providing a smooth and clear data transformation experience.
Today, with a simple prompt, you can easily harness the power of the same generative AI models behind ChatGPT. Create custom mappings and build automated dataflows using any data in your sheets, delivering results in a fraction of the time compared to other data integration tools.
How do I get started?
The feature is open to all users. To get started with our AI assistant feature, click on the target column and send a prompt of what you want it to accomplish. You can then review the calculated data samples. If they appear correct, click OK. Otherwise, feel free to try another prompt.
How can I use it?
Our team is committed to ensuring the best possible user experience. With that in mind, we have developed a concise tutorial to assist users in getting started with this feature. The tutorial will guide you through the necessary steps, making it easy to begin utilizing this functionality.
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What happens with my data?
Your data will not be uploaded to OpenAI or Datuum servers. Datuum operates within the customer’s cloud environment on a dedicated virtual machine. We utilize the OpenAI assistant solely to convert your requests into SQL messages. All your data will remain in its original location on your servers. Data samples are temporarily stored in your browser’s cache, which is automatically cleared at the end of each session.
Use Case example
- Here is an example of a prompt: “Extract first name from PTNAME.”
- Here is the code Datuum will generate for you: SUBSTRING(PTNAME, 0, CHARINDEX(‘ ‘, PTNAME))
- Here is the data sample Datuum will insert to the target table for you to review
