You can access the Puppeteer RAG Content Delta Exporter | Chunk Updates 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": ["https://example.com/"] }
9
10# Run the Actor and wait for it to finish
11run = client.actor("produkdigitalali/puppeteer-rag-content-delta-exporter").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

Puppeteer RAG Content Delta Exporter | Chunk Updates API in Python

The Apify API client for Python is the official library that allows you to use Puppeteer RAG Content Delta Exporter | Chunk Updates API in Python, providing convenience functions and automatic retries on errors.

Install the apify-client

$pip install apify-client

Other API clients include:

Puppeteer RAG Content Delta Exporter | Chunk Updates API in JavaScript

Puppeteer RAG Content Delta Exporter | Chunk Updates API through CLI

Puppeteer RAG Content Delta Exporter | Chunk Updates OpenAPI definition

Puppeteer RAG Content Delta Exporter | Chunk Updates API

Website Content Extractor for RAG: Markdown, HTML, Text

nezha/website-content-crawler

Turn docs sites, help centers, blogs, and websites into clean markdown, text, or HTML for RAG, AI knowledge bases, and internal search. Crawl from start URLs or sitemaps and keep the crawl in scope.

nezha

Quick Website Content Scraper ( Extract Text for RAG & LLMs )

automateitplease/ai-web-content-scraper-extract-text-for-rag-llms

Extract clean text from any website for AI/LLM applications. Supports both static and JavaScript-rendered sites (React, Vue, Angular). Perfect for RAG systems, chatbot training, and content analysis.

AutomateItPlease Workflow And Automaton Ops

Puppeteer MCP

meysamazing/puppeteer-mcp

AI-powered browser automation via Model Context Protocol. Enable Claude, ChatGPT, and other AI assistants to control browsers, scrape data, and automate web tasks through natural language.

Meysam

Website Content to Markdown for LLM Training

easyapi/website-content-to-markdown-for-llm-training

🚀 Transform web content into clean, LLM-ready Markdown! 📘 Scrape multiple pages, extract main content, and convert to Markdown format. Perfect for AI researchers, data scientists, and LLM developers. Fast, efficient, and customizable. Supercharge your AI training data today! 🌐📝🧠

EasyApi

338

5.0

(2)

Web-to-Markdown Generator for AI & RAG Pipelines

profitstack/web-to-markdown-generator-for-ai-rag-pipelines

Convert any website into clean, heading-based chunking, LLM-ready Markdown for RAG and AI agents.

Manas Mantri

Web to LLM Spanish — RAG-ready content extractor

fanciful_geode/web-to-llm-es

Crawls Spanish-language websites and extracts clean markdown content optimized for LLM RAG pipelines. Handles Spanish character encoding, removes boilerplate, and outputs structured chunks ready for embedding.

Ernesto de Armas

✨ WordPress Content Extractor

ramman/wordpress-content-extractor

🔍Easily scrape and export posts, pages, metadata, images, and comments from any WordPress site. ✨ WordPress content to JSON, CSV, or TXT — instantly.

ramman

5.0

(1)

Rag Knowledge Graph Builder

cspnair/rag-knowledge-graph-builder

Transform websites into RAG-ready datasets. Crawls pages, chunks content into semantic segments (500-1000 tokens), and generates hypothetical questions for each chunk. No API key needed with native mode. Output: pre-indexed JSON optimized for AI retrieval with 3x better accuracy than raw text.

csp

132

5.0

(7)

Puppeteer Browser Automation Runner

produkdigitalali/puppeteer-browser-automation-runner

Run declarative browser automation workflows with Puppeteer, including navigation, clicks, form input, extraction, assertions, and screenshots.

ProdukDigitalAli

Website to RAG Dataset

sebastian-actors/website-to-rag-dataset

Convert public websites, docs, blogs, and XML sitemaps into clean Markdown, structured metadata, and stable chunks for RAG pipelines and vector databases.