RAG Web Browser Lite — Cheap Markdown for AI Agents
Pricing
from $1.00 / 1,000 page extracteds
Web search and fetch tool for AI agents and RAG pipelines. Queries Google Search, scrapes the top N pages over raw HTTP, and returns clean Markdown. $0.001 per page plus small platform usage (raw HTTP, no browser).
You can access the RAG Web Browser Lite — Cheap Markdown for AI Agents 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.
1from apify_client import ApifyClient2
3# Initialize the ApifyClient with your Apify API token4# Replace '<YOUR_API_TOKEN>' with your token.5client = ApifyClient("<YOUR_API_TOKEN>")6
7# Prepare the Actor input8run_input = {9 "query": "web browser for RAG pipelines -site:reddit.com",10 "proxyConfiguration": { "useApifyProxy": True },11 "removeElementsCssSelector": """nav, footer, script, style, noscript, svg, img[src^='data:'],12[role=\"alert\"],13[role=\"banner\"],14[role=\"dialog\"],15[role=\"alertdialog\"],16[role=\"region\"][aria-label*=\"skip\" i],17[aria-modal=\"true\"]""",18}19
20# Run the Actor and wait for it to finish21run = client.actor("subimpact/rag-web-browser-lite").call(run_input=run_input)22
23# Fetch and print Actor results from the run's dataset (if there are any)24print(f"💾 Check your data here: https://console.apify.com/storage/datasets/{run.default_dataset_id}")25for item in client.dataset(run.default_dataset_id).iterate_items():26 print(item)27
28# 📚 Want to learn more 📖? Go to → https://docs.apify.com/api/client/python/docs/quick-startThe Apify API client for Python is the official library that allows you to use RAG Web Browser Lite — Cheap Markdown for AI Agents API in Python, providing convenience functions and automatic retries on errors.
Install the apify-client
$pip install apify-clientOther API clients include: