Pricing

from $3.00 / 1,000 rag chunk returneds

RAG Web Browser

Crawl public web pages and return clean, source-linked text chunks for RAG pipelines, vector search, question answering, and AI agents.

Pricing

from $3.00 / 1,000 rag chunk returneds

Rating

0.0

(0)

Developer

Muhammad Afzal

Actor stats

Bookmarked

Total users

Monthly active users

2 days ago

Last modified

Categories

Developer tools

Automation

You can access the RAG Web Browser programmatically from your own applications by using the Apify API. You can also choose the language preference from below. To use the Apify API, you’ll need an Apify account and your API token, found in API & Integrations in Apify Console.

Python

JavaScript

CLI

OpenAPI

HTTP

MCP

1from apify_client import ApifyClient
2
3# Initialize the ApifyClient with your Apify API token
4# Replace '<YOUR_API_TOKEN>' with your token.
5client = ApifyClient("<YOUR_API_TOKEN>")
6
7# Prepare the Actor input
8run_input = {}
9
10# Run the Actor and wait for it to finish
11run = client.actor("muhammadafzal/rag-web-browser").call(run_input=run_input)
12
13# Fetch and print Actor results from the run's dataset (if there are any)
14print(f"💾 Check your data here: https://console.apify.com/storage/datasets/{run.default_dataset_id}")
15for item in client.dataset(run.default_dataset_id).iterate_items():
16    print(item)
17
18# 📚 Want to learn more 📖? Go to → https://docs.apify.com/api/client/python/docs/quick-start

RAG Web Browser for Clean Text Chunks API in Python

The Apify API client for Python is the official library that allows you to use RAG Web Browser API in Python, providing convenience functions and automatic retries on errors.

Install the apify-client

$pip install apify-client

Other API clients include:

RAG Web Browser API in JavaScript

RAG Web Browser API through CLI

RAG Web Browser OpenAPI definition

RAG Web Browser API

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

155K

4.7

(32)

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

Fetches web pages from search queries or direct URLs and returns clean content as markdown, text, and optional HTML. Designed to feed RAG pipelines and LLMs with structured data.

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

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

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

bornoo/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.

Biddut Hossain

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