You can access the Dataset Cost Estimator — LLM Embedding Budget 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.

Python

JavaScript

CLI

OpenAPI

HTTP

MCP

1import { ApifyClient } from 'apify-client';
2
3// Initialize the ApifyClient with your Apify API token
4// Replace the '<YOUR_API_TOKEN>' with your token
5const client = new ApifyClient({
6    token: '<YOUR_API_TOKEN>',
7});
8
9// Prepare Actor input
10const input = {
11    "items": [
12        {
13            "url": "https://example.com/a",
14            "title": "Page A",
15            "text": "Deterministic token budgeting helps agent pipelines avoid surprise embedding bills before vector upsert."
16        },
17        {
18            "url": "https://example.com/b",
19            "title": "Page B",
20            "markdown": "Second document with enough characters to exercise percentile stats and multi-model cost rows."
21        },
22        {
23            "url": "https://example.com/empty",
24            "title": "Empty"
25        }
26    ]
27};
28
29// Run the Actor and wait for it to finish
30const run = await client.actor("fg-ei/dataset-llm-cost-estimator").call(input);
31
32// Fetch and print Actor results from the run's dataset (if any)
33console.log('Results from dataset');
34console.log(`💾 Check your data here: https://console.apify.com/storage/datasets/${run.defaultDatasetId}`);
35const { items } = await client.dataset(run.defaultDatasetId).listItems();
36items.forEach((item) => {
37    console.dir(item);
38});
39
40// 📚 Want to learn more 📖? Go to → https://docs.apify.com/api/client/js/docs

Dataset Cost Estimator: LLM Embedding Budget API in JavaScript

The Apify API client for JavaScript is the official library that allows you to use Dataset Cost Estimator — LLM Embedding Budget API in JavaScript or TypeScript, providing convenience functions and automatic retries on errors.

Install the apify-client

$npm install apify-client

Other API clients include:

Dataset Cost Estimator — LLM Embedding Budget API in Python

Dataset Cost Estimator — LLM Embedding Budget API through CLI

Dataset Cost Estimator — LLM Embedding Budget OpenAPI definition

Dataset Cost Estimator — LLM Embedding Budget API

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