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RAG Crawler Bulk Knowledge Indexer

Crawl any website into clean, pre-chunked Markdown with per-chunk token counts for RAG pipelines, vector DBs (Pinecone, Qdrant) and LLM context. MCP native for Claude & ChatGPT. SPA support via Playwright. Pay only for pages that crawl. A Firecrawl alternative.

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Website to Markdown Crawler | Pre-Chunked for RAG
Website to Markdown Crawler | Pre-Chunked for RAGthemineworks/rag-crawler
URL
Title
Status
Words
+2 fields
Text
Number
Boolean
List
Object

Input

Start URLs(required)
url:https://example.com
Exclude URL patterns:\.(pdf|zip|png|jpg|jpeg|gif|svg|mp4|mp3|woff2?)$+2
Max pages:100
Max tokens per chunk:100

Output fields

URL
Title
Status
Words
Tokens
Crawled

How it works

Sign up on Apify or log in

The Website to Markdown Crawler | Pre-Chunked for RAG Actor is ready to run with the inputs already set for "RAG Crawler Bulk Knowledge Indexer". Sign up or log in and you'll land in Apify Console with a copy of this exact task.

Start the "RAG Crawler Bulk Knowledge Indexer" task

The Website to Markdown Crawler | Pre-Chunked for RAG Actor will start running based on the input automatically. You can also change all the input fields, like start urls, exclude url patterns, and more, to match your specific use case.

Receive the "RAG Crawler Bulk Knowledge Indexer" 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 URL, title, status, and more.

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 "RAG Crawler Bulk Knowledge Indexer" task via API.

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Integrate "RAG Crawler Bulk Knowledge Indexer" into your workflow

Connect "RAG Crawler Bulk Knowledge Indexer" with 100+ integrations, or run it via API or MCP.

Webhook

Webhook

n8n

n8n

Make

Make

Zapier

Zapier

Airbyte

Airbyte

Keboola

Keboola

IFTTT

IFTTT

Hubspot

Hubspot

GDrive

GDrive

Gmail

Gmail

Apify MCP

Apify MCP

GitHub

GitHub

Slack

Slack

LangChain

LangChain

LlamaIndex

LlamaIndex

Flowise

Flowise

Pinecone

Pinecone

OpenAI

OpenAI

Mastra

Mastra

Clay

Clay