You can access the Sitemap to RAG Dataset 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 = { "sitemap_url": "https://example.com/sitemap.xml" }
9
10# Run the Actor and wait for it to finish
11run = client.actor("ghostgrid/sitemap-to-rag-dataset").call(run_input=run_input)
12
13# Fetch and print Actor results from the run's dataset (if there are any)
14print("💾 Check your data here: https://console.apify.com/storage/datasets/" + run["defaultDatasetId"])
15for item in client.dataset(run["defaultDatasetId"]).iterate_items():
16    print(item)
17
18# 📚 Want to learn more 📖? Go to → https://docs.apify.com/api/client/python/docs/quick-start

Sitemap to RAG Dataset Converter API in Python

The Apify API client for Python is the official library that allows you to use Sitemap to RAG Dataset API in Python, providing convenience functions and automatic retries on errors.

Install the apify-client

$pip install apify-client

Other API clients include:

Sitemap to RAG Dataset API in JavaScript

Sitemap to RAG Dataset API through CLI

Sitemap to RAG Dataset OpenAPI definition

Sitemap to RAG Dataset API

Sitemap to Changed-Only RAG JSONL

orbiscribe/sitemap-to-rag-delta-dataset

Crawl sitemap.xml files and emit only added, changed, or deleted Markdown/JSONL chunks for cheaper RAG reindexing.

Orbiscribe Labs

Website to RAG Knowledge Dataset

ghostgrid/website-to-rag-knowledge-dataset

Convert a website sitemap into clean text and markdown rows for RAG, AI search, chatbots, and knowledge base workflows.

GhostGrid

Fast Website to Markdown & RAG JSONL Crawler

orbiscribe/website-rag-dataset-builder

Paste a homepage or sitemap and get clean Markdown, metadata, JSONL chunks, and source URLs for RAG at a low per-page price.

Orbiscribe Labs

Website Content Extractor

taroyamada/website-content-extractor

Extract clean text and markdown from docs, pricing, product, policy, and help-center URLs for RAG datasets and content operations.

naoki anzai

YouTube Transcript API & Bulk Subtitle Downloader

tugelbay/youtube-transcript

Bulk YouTube transcript API for SRT/VTT, Markdown, JSON, and text exports with metadata for AI/RAG, research, subtitles, and content workflows. Guide: https://konabayev.com/tools/youtube-transcript-scraper/?utm_source=apify_info&utm_medium=referral&utm_campaign=youtube-transcript

Tugelbay Konabayev

Website to Markdown Crawler for LLM & RAG

logiover/website-text-markdown-crawler

Crawl any website to clean Markdown and plain text for LLM training and RAG. HTML to Markdown, no API or login. Export website text to CSV or JSON.

Logiover

DivorceNet US State Divorce & Family Law Guide Scraper

jungle_synthesizer/divorcenet-us-state-divorce-family-law-guide-scraper

Scrapes DivorceNet.com state-by-state divorce and family law guide articles. Extracts body text, summaries, and article metadata for all 50 US states plus DC.

BowTiedRaccoon

AI Web to Markdown - LLM-Ready Extractor

wiry_kingdom/ai-web-to-markdown

Convert any URL into clean LLM-ready markdown. Strips ads, nav, footer. Preserves headings, lists, tables, code blocks. Returns token count. Perfect for RAG, fine-tuning, AI agents. 10x cheaper than Firecrawl.

Mohieldin Mohamed

Website Content Crawler

parseforge/website-content-crawler

Crawl any website and pull clean Markdown content ready for AI! Follow links across a whole domain and extract page text, titles, headings, images, and metadata. Perfect for building RAG pipelines, training datasets, knowledge bases, and vector databases. Start crawling content in minutes!

ParseForge

DomainForge LLM Dataset Builder

actorify/domainforge-llm-dataset-builder

Crawls websites and transforms web content into clean, structured datasets optimized for LLM fine-tuning, RAG applications, and knowledge base construction