KendoReact DatAInsights Composer OverviewPremium
The KendoReact DatAInsights Composer turns a natural-language prompt and the metadata of your datasets into an interactive Grid, Chart, or Gauge visualization. The component sends the prompt and the dataset metadata to the AI, never the data rows, and renders the result locally.
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The component handles the following tasks, and you can customize each of them:
- Communication with the AI service.
- Selection of the dataset.
- Selection and configuration of the visualization.
The KendoReact DatAInsights Composer is part of the KendoReact library of React UI components. It is distributed through NPM under the @progress/kendo-react-datainsights-composer package.
The following example demonstrates the DatAInsights Composer in action.
React DatAInsights Composer Key Features
User Interface
The user describes the desired Grid, Chart, or Gauge in plain language. You can configure the texts and the length of the prompt, the display of the datasets, and the disabled state of the component. Read more about the user interface of the DatAInsights Composer.
Editing and History
The user can refine the result with follow-up prompts, confirm or discard the changes, and return to an earlier version through the History. You can persist the saved visualizations and restore them later. Read more about editing and History in the DatAInsights Composer.
Data Binding
The DatAInsights Composer works with one or more datasets. The AI picks the dataset that matches the prompt, based on the metadata of the datasets, and the app can load the data on demand. Read more about data binding in the DatAInsights Composer.
Visualization Components
The component generates a Grid, a Chart, or a Gauge, and filters, sorts, limits, and aggregates the data as the prompt requires. You can fix specific settings of the generated visualizations, or process the data in your app. Read more about the visualization components of the DatAInsights Composer.
States and Messages
The component exposes states and messages for generation, refinement, clarification, and failures. It validates configurations before rendering them.
Controlled Mode
You can control the prompt, the visualizations, and the History of the component from your code. Connect your backend through the default AI client and a transport, implement a custom client, or run the requests yourself in controlled mode.
Events
The component raises events for the prompt, the generation, the data processing, the History, and the confirmation and removal actions. Read more about the events of the DatAInsights Composer.
Globalization
You can translate the messages of the component and apply culture-specific formats to the dates and numbers. Read more about the globalization of the DatAInsights Composer.
Security
Secure AI endpoints and credentials, restrict access to datasets, and validate untrusted input according to the component and application security responsibilities.
Accessibility
Users can operate the component with the keyboard and with assistive technologies. Read more about the accessibility of the DatAInsights Composer.
Support Options
For any questions about the use of the KendoReact DatAInsights Composer, or any other KendoReact components, there are several support options available:
- KendoReact license holders and anyone in an active trial can take advantage of the outstanding KendoReact customer support delivered by the developers who built the library. To submit a support ticket, use the Telerik support system.
- The KendoReact forums are part of the free support you can get from the community and from the KendoReact team on all kinds of general issues.
- KendoReact Feedback Portal and KendoReact Roadmap provide information on the features in discussion and also those planned for release.
- KendoReact uses GitHub Issues as its bug tracker, and you can submit any related reports there. Also, check out the closed list.
- Need something unique that is tailor-made for your project? Progress offers its Progress Services group that can work with you to create any customized solution that you might need.