Pricing

from $4.99 / 1,000 results

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.

Pricing

from $4.99 / 1,000 results

Rating

0.0

(0)

Developer

Scraper Engine

Actor stats

Bookmarked

Total users

Monthly active users

2 days ago

Last modified

Categories

Agents

Developer tools

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 Integrations settings 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 = { "query": "web browser for RAG pipelines -site:reddit.com" }
9
10# Run the Actor and wait for it to finish
11run = client.actor("scraper-engine/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("💾 Check your data here: https://console.apify.com/storage/datasets/" + run["defaultDatasetId"])
15for item in client.dataset(run["defaultDatasetId"]).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 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

simpleapi/rag-web-browser

SimpleAPI

RAG Web Browser

api-empire/rag-web-browser

API Empire

RAG Web Browser

scrapio/rag-web-browser

Scrapio

RAG Web Browser

scrapier/rag-web-browser

🌐 RAG Web Browser (rag-web-browser) is an intelligent tool for retrieving and generating answers from web sources with RAG. ⚡ Speed up research, get accurate citations, and streamline workflows for developers & analysts.

Scrapier

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

RAG Web Browser

travelmonitorlab/rag-web-browser

Search the web and extract content for AI/RAG pipelines. Returns clean text ready for LLM ingestion.

Travel Monitor Lab

🧠 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

Web Scraper Pro

autonova/web-scraper-pro

AutoNova

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

133K

4.1

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.