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.
1from apify_client import ApifyClient2
3# Initialize the ApifyClient with your Apify API token4# Replace '<YOUR_API_TOKEN>' with your token.5client = ApifyClient("<YOUR_API_TOKEN>")6
7# Prepare the Actor input8run_input = {9 "items": [10 {11 "product": "Wireless earbuds",12 "review": "Battery lasts all day and pairing was instant. Best purchase this year!",13 "rating": 5,14 },15 {16 "product": "Wireless earbuds",17 "review": "Left earbud stopped working after two weeks. Support never answered my emails.",18 "rating": 1,19 },20 {21 "product": "Coffee grinder",22 "review": "Grinds evenly but it is louder than I expected. Fine for the price.",23 "rating": 3,24 },25 {26 "product": "Coffee grinder",27 "review": "Package arrived three days late and the box was crushed, but the grinder itself works.",28 "rating": 3,29 },30 {31 "product": "Desk lamp",32 "review": "Lámpara preciosa, luz cálida y muy buena calidad. La recomiendo.",33 "rating": 5,34 },35 ],36 "maxRows": 5,37 "prompt": """Analyze this customer review.38Product: {{product}}39Stars: {{rating}}40Review: {{review}}""",41 "outputMode": "json",42 "outputFields": {43 "sentiment": "positive|negative|neutral|mixed",44 "mainTopic": "short topic, e.g. battery, shipping, noise, quality",45 "needsReply": "boolean - true if customer support should respond",46 "replyDraft": "one polite sentence the shop could reply with, in the review's language",47 },48}49
50# Run the Actor and wait for it to finish51run = client.actor("gazidev/bulk-ai-dataset-enricher").call(run_input=run_input)52
53# Fetch and print Actor results from the run's dataset (if there are any)54print(f"💾 Check your data here: https://console.apify.com/storage/datasets/{run.default_dataset_id}")55for item in client.dataset(run.default_dataset_id).iterate_items():56 print(item)57
58# 📚 Want to learn more 📖? Go to → https://docs.apify.com/api/client/python/docs/quick-startThe Apify API client for Python is the official library that allows you to use Bulk AI Dataset Enricher – Run LLM Prompts on Every Row API in Python, providing convenience functions and automatic retries on errors.
Install the apify-client
$pip install apify-clientOther API clients include: