import app from "../../cohere_platform.app.mjs";
import { clearObj } from "../../common/utils.mjs";
export default {
key: "cohere_platform-classify-text",
name: "Classify Text",
version: "0.1.0",
description: "This action makes a prediction about which label fits the specified text inputs best. [See the documentation](https://docs.cohere.com/reference/classify-1)",
type: "action",
props: {
app,
inputs: {
type: "string[]",
label: "Inputs",
description: "Represents a list of queries to be classified, each entry must not be empty. The maximum is 96 inputs.",
},
model: {
propDefinition: [
app,
"classifyModel",
],
},
preset: {
propDefinition: [
app,
"preset",
],
},
truncate: {
propDefinition: [
app,
"truncate",
],
},
numExamples: {
type: "integer",
label: "Number of Examples",
description: "To make a prediction, Classify uses provided examples of text + label pairs. Specify the number of examples to provide. Each example is a text string and its associated label/class. At least 2 unique labels must be provided and each label should have at least 2 different examples.",
default: 4,
reloadProps: true,
},
},
additionalProps() {
const props = {};
for (let i = 0; i < this.numExamples; i++) {
props[`text_${i}`] = {
type: "string",
label: `Example ${i + 1} Text`,
description: "Text string of the example",
};
props[`label_${i}`] = {
type: "string",
label: `Example ${i + 1} Label`,
description: "Label of the example. Each unique label requires at least 2 examples associated with it.",
};
}
return props;
},
methods: {
getExamples() {
const examples = [];
for (let i = 0; i < this.numExamples; i++) {
examples.push({
text: this[`text_${i}`],
label: this[`label_${i}`],
});
}
return examples;
},
classifyText(data) {
return this.app.client().classify(data);
},
},
async run({ $ }) {
const {
classifyText,
inputs,
model,
preset,
truncate,
getExamples,
} = this;
const response = await classifyText(clearObj({
inputs,
model,
preset,
truncate,
examples: getExamples(),
}));
$.export("$summary", `The text was successfully classified with ID \`${response.id}\``);
return response;
},
};
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