The GeoDa addon for spatial data analysis with react-ai-assist
npm install @react-ai-assist/geodaThis addon provides a way to do spatial data analysis using GeoDa library via the Ai assistant chat interface in react-ai-assist.
``bash`
yarn add react-ai-assist
yarn add @ai-assist/geoda
yarn add geoda
`tsx
import { AiAssistant } from 'react-ai-assist';
import { dataClassifyCallbackFunction } from '@ai-assist/geoda';
const myFunctions = [
...otherFunctions,
dataClassifyCallbackFunction({
getValues: (datasetName: string, variableName: string) => {
// get the values of the variable from the dataset,
// the values will be used to create and plot the histogram
return [];
}
}),
];
model="gpt-4o"
apiKey="your-api-key"
name="My AI Assistant"
version="1.0.0"
functions={myFunctions}
/>
`
With the above code, the AI assistant will be able to classify the data into k bins or classes using the values returned by the getValues function. Users can prompt the AI assistant to classify the data into k bins or classes by asking it to classify the data of a variable.
For example:
`
Classify the data of population into 5 classes using the natural breaksmethod.
The Ai assistant will use this addons to classify the data of population into 5 classes using the natural breaksmethod and the LLM will return the break points to the user.