# Convert Web Docs & Articles to Markdown for RAG & AI

**Use case:** 

Extract clean, structured Markdown from technical documentation, Wikipedia articles, or blog posts without navbars or ads, ready for vector databases, LLM context windows, and RAG pipelines.

## Input

```json
{
  "urls": [
    "https://en.wikipedia.org/wiki/Web_scraping"
  ],
  "onlyMainContent": true,
  "includeImages": false,
  "includeLinks": true,
  "extractMetadata": true,
  "maxHeadingLevel": 6,
  "maxPages": 5
}
```

## Output

```json
{
  "title": {
    "label": "Page Title",
    "format": "string"
  },
  "wordCount": {
    "label": "Words",
    "format": "integer"
  },
  "characterCount": {
    "label": "Characters",
    "format": "integer"
  },
  "url": {
    "label": "Page URL",
    "format": "string"
  }
}
```

## How it works

### 1. Sign up on Apify or log in

The Fast Web to Markdown Converter for AI & RAG Actor is ready to run with the inputs already set for "Convert Web Docs & Articles to Markdown for RAG & AI". [Sign up or log in](https://console.apify.com/create-task-from-example/6GHcPK5jlpPiqIkhH) and you'll land in Apify Console with a copy of this exact task.

### 2. Start the "Convert Web Docs & Articles to Markdown for RAG & AI" task

The Fast Web to Markdown Converter for AI & RAG Actor will start running based on the input automatically. You can also change all the input fields, like start urls, extract only main content, and more, to match your specific use case.

### 3. Receive the "Convert Web Docs & Articles to Markdown for RAG & AI" output

Monitor the progress in real time. You will be notified as soon as your dataset is complete and ready for review. Each result includes data such as page title, words, characters, and more.

### 4. Integrate into your workflow

The final output is delivered in JSON, CSV, or Excel format, ready to be plugged into your workflow. You can also [run the "Convert Web Docs & Articles to Markdown for RAG & AI" task via API](https://apify.com/rbbscrap/fast-web-to-markdown-scraper.md).

## About this Actor

This example demonstrates how to use [Fast Web to Markdown Converter for AI & RAG](https://apify.com/rbbscrap/fast-web-to-markdown-scraper.md) with a specific input configuration. Visit the [Actor detail page](https://apify.com/rbbscrap/fast-web-to-markdown-scraper.md) to learn more, explore other use cases, and run it yourself.


## How to integrate an Actor?

This Task's input is already configured above. Use it as-is rather than inventing a new one.

Do not guess an integration path. Every one of them is in the agent quickstart at https://apify.com/agents.md: the Apify MCP server, Agent Skills with the Apify CLI, the JavaScript and Python clients, the REST API, and the account-free path for an agent with no human to sign in. It also carries the rule on stating cost before the first paid run.

For full API examples (JavaScript, Python, CLI, MCP, OpenAPI), see this Task's Actor page: https://apify.com/rbbscrap/fast-web-to-markdown-scraper.md

Each client library has reference documentation the quickstart does not restate: [JavaScript/TypeScript](https://docs.apify.com/api/client/js/docs.md) (`npm install apify-client`) and [Python](https://docs.apify.com/api/client/python/docs.md) (`pip install apify-client`).