Web to Clean Markdown Converter for RAG & LLM Agents

Created by

Neon Innovation Lab

Actor

AI Web Search & RAG Markdown Scraper (Live SERP)

Scrape web search results and extract clean, token-efficient Markdown formatted specifically for LLM context injection in Claude, OpenAI, and LangChain.

Try for free

AI Web Search & RAG Markdown Scraper (Live SERP)neon_innovation_lab/ai-search-rag-scraper

Search Query

Page Title

URL

Input

Search Queries(required):Next.js 16 Server Components architecture+1

Generate RAG Markdown:true

Output fields

Search Query

Page Title

URL

How it works

Sign up on Apify or log in

The AI Web Search & RAG Markdown Scraper (Live SERP) Actor is ready to run with the inputs already set for "Web to Clean Markdown Converter for RAG & LLM Agents". Sign up or log in and you'll land in Apify Console with a copy of this exact task.

Start the "Web to Clean Markdown Converter for RAG & LLM Agents" task

The AI Web Search & RAG Markdown Scraper (Live SERP) Actor will start running based on the input automatically. You can also change all the input fields, like search queries and generate rag markdown, to match your specific use case.

Receive the "Web to Clean Markdown Converter for RAG & LLM Agents" 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 search query, page title, and URL.

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 "Web to Clean Markdown Converter for RAG & LLM Agents" task via API.