Pricing

from $1.00 / 1,000 results

RAG Web Browser

RAG Web Browser is a lightweight Python Actor that fetches any URL or search query, strips ads and clutter, and extracts clean, readable text from web pages. It returns structured, LLM-ready content optimized for retrieval-augmented generation pipelines and AI-powered applications.

Pricing

from $1.00 / 1,000 results

Rating

0.0

(0)

Developer

Biddut Hossain

Actor stats

Bookmarked

Total users

Monthly active users

3 days ago

Last modified

✨ Features

Accepts a direct URL or a plain text search query
Strips scripts, nav bars, footers, ads, and other noise
Returns clean, structured JSON output (title + text + char count)
Configurable character limit and CSS selectors to remove
Built on httpx + BeautifulSoup for fast, reliable scraping

📥 Input

Field	Type	Description	Default
`query`	string	A URL or search query	(required)
`maxChars`	integer	Max characters of text to return	`5000`
`removeSelectors`	array	CSS selectors to strip before extraction	`["script","style","nav","footer","header","aside","iframe","noscript"]`

Example input

{
  "query": "https://en.wikipedia.org/wiki/Retrieval-augmented_generation",
  "maxChars": 3000
}

📤 Output

Each run pushes one item to the dataset:

{
  "query": "https://example.com",
  "url": "https://example.com",
  "title": "Example Domain",
  "text": "This domain is for use in illustrative examples...",
  "charCount": 214
}

🚀 Usage

Set your query input (URL or search term).
Run the Actor.
Retrieve extracted text from the Dataset tab, or via the Apify API.

🧠 Use Cases

Feeding live web content into LLM prompts (RAG pipelines)
Building AI chatbots with up-to-date web knowledge
Content extraction and summarization pipelines
Lightweight alternative to full-page scrapers when only text is needed

🛠 Built With

RAG Web Browser

apify/rag-web-browser

Web search and fetch tool for AI agents and RAG pipelines. It queries Google Search, scrapes the top N pages using a full web browser, and returns their content as clean Markdown for further processing by an LLM. Can also fetch individual URLs.

Apify

146K

4.6

(31)

RAG Web Browser

crawlerbros/rag-web-browser

Search the web or fetch direct URLs and return clean markdown for LLM/RAG pipelines. filters: domainAllowlist/Blocklist, minTextLength, keywordsAnyOf. No login, no cookies.

Crawler Bros

RAG Web Browser

parseforge/rag-web-browser

Give your AI agents real-time web access! Search the web on any topic and get full page content as clean Markdown, ready for LLMs, RAG pipelines, or OpenAI Assistants. Includes titles, descriptions, links, authors, images, and metadata. Start grounding your AI with fresh data in minutes!

ParseForge

🧠 RAG Web Browser — Web Content for AI & LLMs

nexgendata/rag-web-browser

Web browser for RAG pipelines and AI agents. Search Google, scrape top results, return clean Markdown. Feed your LLM with real-time web data. Works with Claude, GPT, LangChain, CrewAI. No API key needed.

NexGenData

RAG Web Browser Scraper

datapilot/rag-web-browser-scraper

RAG Web Browser Search & Crawl Actor uses to search Bing or crawl URLs, then extracts page content as clean markdown. It captures title, description, language, HTTP status, and structured metadata. Supports multiple queries, proxies, and outputs organized crawl + search results.

Data Pilot

Rag Web Browser

opalescent_quintet/rag-web-browser

A specialized crawler designed exclusively to feed LLMs. It visits a website and extracts core content into clean, token-optimized Markdown, stripping all "junk" (navs, footers, ads, cookie banners).

Aryan

RAG Web Browser

travelmonitorlab/rag-web-browser

Search Google & extract clean Markdown from any URL — built for AI agents, RAG pipelines & LLM apps. Structured JSON output. API + MCP ready. $0.003/page.

Travel Monitor Lab

RAG Web Browser

scraper-engine/rag-web-browser

RAG Web Browser websites and extract relevant content for Retrieval-Augmented Generation (RAG). Collect clean text, metadata, links, and documents from web pages, then export structured data to JSON, CSV, Excel, or XML for AI assistants, knowledge bases, and semantic search.

Scraper Engine

Web Search API for RAG — Search & Extract

tugelbay/rag-web-browser

Web search API that turns Google results and public URLs into Markdown, text, or HTML for RAG and AI agents. Guide: https://konabayev.com/tools/rag-web-browser/?utm_source=apify_info&utm_medium=referral&utm_campaign=rag-web-browser

Tugelbay Konabayev

Ritchie Bros Auctioneers Scraper

parseforge/ritchie-bros-auctioneers-scraper

Scrape heavy equipment auction listings from Ritchie Bros. Get 70+ fields per lot including equipment specs, manufacturer, model, serial number, bid prices, usage hours, location coordinates, auction dates, and condition flags. Filter by industry, manufacturer, year, and country.

ParseForge