# Turn developer docs into an LLM wiki

**Use case:** 

Point this task at any developer documentation site and get an LLM wiki: one markdown concept per page in Open Knowledge Format (OKF), each with an AI summary, key facts, tags and links to related pages. You also get an llms.txt index, a zip of the whole bundle and a graph viewer. This example builds a wiki from the Crawlee docs; change the start URL to use your own docs.

## Input

```json
{
  "startUrls": [
    {
      "url": "https://crawlee.dev/js/docs/introduction"
    }
  ],
  "aiEnrichment": true,
  "includePageContent": true,
  "groupBy": "url",
  "staleAfterDays": 90,
  "maxPages": 20,
  "maxCrawlDepth": 3,
  "crawlScope": "path",
  "includeUrlGlobs": [],
  "excludeUrlGlobs": [],
  "useSitemaps": false,
  "respectRobotsTxt": true,
  "removeBoilerplate": true,
  "maxConcurrency": 10,
  "crawlerType": "auto",
  "datasetSampleSize": 500
}
```

## Output

```json
{
  "conceptId": {
    "label": "Concept",
    "format": "string"
  },
  "type": {
    "label": "Type",
    "format": "string"
  },
  "title": {
    "label": "Title",
    "format": "string"
  },
  "description": {
    "label": "Description",
    "format": "string"
  },
  "tags": {
    "label": "Tags",
    "format": "array"
  },
  "url": {
    "label": "Source",
    "format": "string"
  },
  "aiEnriched": {
    "label": "AI",
    "format": "boolean"
  }
}
```

## How it works

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

The LLM Wiki & OKF Bundle Generator: Website to Knowledge Base Actor is ready to run with the inputs already set for "Turn developer docs into an LLM wiki". [Sign up or log in](https://console.apify.com/create-task-from-example/FlE525LMqJqocpERc) and you'll land in Apify Console with a copy of this exact task.

### 2. Start the "Turn developer docs into an LLM wiki" task

The LLM Wiki & OKF Bundle Generator: Website to Knowledge Base Actor will start running based on the input automatically. You can also change all the input fields, like start urls, AI summaries and classification, and more, to match your specific use case.

### 3. Receive the "Turn developer docs into an LLM wiki" 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 concept, type, title, 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 "Turn developer docs into an LLM wiki" task via API](https://apify.com/scrape-lads/llm-wiki-okf-generator.md).

## About this Actor

This example demonstrates how to use [LLM Wiki & OKF Bundle Generator: Website to Knowledge Base](https://apify.com/scrape-lads/llm-wiki-okf-generator.md) with a specific input configuration. Visit the [Actor detail page](https://apify.com/scrape-lads/llm-wiki-okf-generator.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/scrape-lads/llm-wiki-okf-generator.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`).