Pricing

$1.50 / 1,000 page processeds

Web Page to Clean Markdown for RAG & LLM — 77% Fewer Tokens

Convert web pages into clean Markdown for LLM and RAG pipelines, using 77% fewer tokens than a raw crawl while keeping every content section. Works in any language.

Pricing

$1.50 / 1,000 page processeds

Rating

0.0

(0)

Developer

Craftbox

Actor stats

Bookmarked

Total users

Monthly active users

14 days ago

Last modified

Categories

Developer tools

You can access the Web Page to Clean Markdown for RAG & LLM — 77% Fewer Tokens 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

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 = { "urls": [{ "url": "https://en.wikipedia.org/wiki/Retrieval-augmented_generation" }] }
9
10# Run the Actor and wait for it to finish
11run = client.actor("craftbox/fast-markdown-for-rag").call(run_input=run_input)
12
13# Fetch and print Actor results from the run's dataset (if there are any)
14print(f"💾 Check your data here: https://console.apify.com/storage/datasets/{run.default_dataset_id}")
15for item in client.dataset(run.default_dataset_id).iterate_items():
16    print(item)
17
18# 📚 Want to learn more 📖? Go to → https://docs.apify.com/api/client/python/docs/quick-start

Web Page to Clean Markdown for RAG & LLM — 77% Fewer Tokens API in Python

The Apify API client for Python is the official library that allows you to use Web Page to Clean Markdown for RAG & LLM — 77% Fewer Tokens API in Python, providing convenience functions and automatic retries on errors.

Install the apify-client

$pip install apify-client

Other API clients include:

Web Page to Clean Markdown for RAG & LLM — 77% Fewer Tokens API in JavaScript

Web Page to Clean Markdown for RAG & LLM — 77% Fewer Tokens API through CLI

Web Page to Clean Markdown for RAG & LLM — 77% Fewer Tokens OpenAPI definition

Web Page to Clean Markdown for RAG & LLM — 77% Fewer Tokens API

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