You can access the Actor LLM Optimizer — Cut Token Costs 40-70% on Actor Output 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 Integrations settings in Apify Console.

Python

JavaScript

CLI

OpenAPI

HTTP

MCP

1from apify_client import ApifyClient
2
3# Initialize the ApifyClient with your Apify API token
4# Replace '<YOUR_API_TOKEN>' with your token.
5client = ApifyClient("<YOUR_API_TOKEN>")
6
7# Prepare the Actor input
8run_input = {
9    "targetActorId": "ryanclinton/fred-economic-data",
10    "sampleSize": 10,
11}
12
13# Run the Actor and wait for it to finish
14run = client.actor("ryanclinton/actor-llm-optimizer").call(run_input=run_input)
15
16# Fetch and print Actor results from the run's dataset (if there are any)
17print("💾 Check your data here: https://console.apify.com/storage/datasets/" + run["defaultDatasetId"])
18for item in client.dataset(run["defaultDatasetId"]).iterate_items():
19    print(item)
20
21# 📚 Want to learn more 📖? Go to → https://docs.apify.com/api/client/python/docs/quick-start

Actor Llm Optimizer API in Python

The Apify API client for Python is the official library that allows you to use Actor LLM Optimizer — Cut Token Costs 40-70% on Actor Output API in Python, providing convenience functions and automatic retries on errors.

Install the apify-client

$pip install apify-client

Other API clients include:

Actor LLM Optimizer — Cut Token Costs 40-70% on Actor Output API in JavaScript

Actor LLM Optimizer — Cut Token Costs 40-70% on Actor Output API through CLI

Actor LLM Optimizer — Cut Token Costs 40-70% on Actor Output OpenAPI definition

Actor LLM Optimizer — Cut Token Costs 40-70% on Actor Output API

Llm Prompt Optimizer API

vivid_astronaut/llm-prompt-optimizer

Fabio Suizu

Ai Pricing Optimizer

vivid_astronaut/ai-pricing-optimizer

Fabio Suizu

Image Optimizer Api

nettled_origin/image-optimizer-api

servet öksüz

Actor Pricing Advisor

ryanclinton/pricing-advisor

Actor Pricing Advisor. Available on the Apify Store with pay-per-event pricing.

ryan clinton

Actor Output Monitor — Detect Silent Data Quality Degradation

ryanclinton/output-completeness-monitor

Actor Output Completeness Monitor. Available on the Apify Store with pay-per-event pricing.

ryan clinton

Smart Apify Actor Scraper (+70 Fields + Actor Quality Metrics)

parseforge/smart-apify-actor-scraper

Scrape actor information from Apify store including stats, pricing, quality scores, and feedback. Only tool with actor quality scores, percentiles & user feedback. Save 90% on research costs. The most comprehensive Apify actor intelligence available with retries & deduplication.