Bulk AI Dataset Enricher – Run LLM Prompts on Every Row
Pricing
from $0.80 / 1,000 row enricheds
Run an AI prompt on every row of an Apify dataset, CSV, Excel or JSON list: classify, tag sentiment, extract fields, summarize or translate with GPT, Gemini, Claude, Llama and 400+ models. No API key. $0.80 per 1,000 rows + LLM tokens.
You can access the Bulk AI Dataset Enricher – Run LLM Prompts on Every Row programmatically from your own applications by using the Apify API. You can also choose the language preference from below. To use the Apify API, you’ll need an Apify account and your API token, found in API & Integrations in Apify Console.
1import { ApifyClient } from 'apify-client';2
3// Initialize the ApifyClient with your Apify API token4// Replace the '<YOUR_API_TOKEN>' with your token5const client = new ApifyClient({6 token: '<YOUR_API_TOKEN>',7});8
9// Prepare Actor input10const input = {11 "items": [12 {13 "product": "Wireless earbuds",14 "review": "Battery lasts all day and pairing was instant. Best purchase this year!",15 "rating": 516 },17 {18 "product": "Wireless earbuds",19 "review": "Left earbud stopped working after two weeks. Support never answered my emails.",20 "rating": 121 },22 {23 "product": "Coffee grinder",24 "review": "Grinds evenly but it is louder than I expected. Fine for the price.",25 "rating": 326 },27 {28 "product": "Coffee grinder",29 "review": "Package arrived three days late and the box was crushed, but the grinder itself works.",30 "rating": 331 },32 {33 "product": "Desk lamp",34 "review": "Lámpara preciosa, luz cálida y muy buena calidad. La recomiendo.",35 "rating": 536 }37 ],38 "maxRows": 5,39 "prompt": `Analyze this customer review.40Product: {{product}}41Stars: {{rating}}42Review: {{review}}`,43 "outputMode": "json",44 "outputFields": {45 "sentiment": "positive|negative|neutral|mixed",46 "mainTopic": "short topic, e.g. battery, shipping, noise, quality",47 "needsReply": "boolean - true if customer support should respond",48 "replyDraft": "one polite sentence the shop could reply with, in the review's language"49 }50};51
52// Run the Actor and wait for it to finish53const run = await client.actor("gazidev/bulk-ai-dataset-enricher").call(input);54
55// Fetch and print Actor results from the run's dataset (if any)56console.log('Results from dataset');57console.log(`💾 Check your data here: https://console.apify.com/storage/datasets/${run.defaultDatasetId}`);58const { items } = await client.dataset(run.defaultDatasetId).listItems();59items.forEach((item) => {60 console.dir(item);61});62
63// 📚 Want to learn more 📖? Go to → https://docs.apify.com/api/client/js/docsThe Apify API client for JavaScript is the official library that allows you to use Bulk AI Dataset Enricher – Run LLM Prompts on Every Row API in JavaScript or TypeScript, providing convenience functions and automatic retries on errors.
Install the apify-client
$npm install apify-clientOther API clients include: