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Browsing: Web
Most browser automation runs from the outside. Playwright, Puppeteer, Selenium, and browser-use all drive a browser from an external process. They read the page through screenshots…
def make_rag_chunks(rows, max_chars=700): chunks = [] for row in rows: text = ( row.get(“text_preview”) or row.get(“rendered_text”) or row.get(“description”) or “” ) text = normalize_text(text) if not…
df[“domain”] = df[“url”].apply(lambda u: urlparse(u).netloc.replace(“www.”, “”) if isinstance(u, str) else “?”) top_domains = df[“domain”].value_counts().head(15) print(“\n— Top 15 domains in sample —“) print(top_domains) fig, axes = plt.subplots(2,…
Most web agents today drive a browser one action at a time. The model receives the current page state — as a screenshot or DOM text…
There’s a growing assumption that if you connect a large language model (LLM) to your production system or application, it will simply “know” how to answer…
of a short series of focused article/tutorial posts going from zero to WebAssembly-based web apps, running entirely inside the web browser and allowing you to learn…
Public web pages are actively hijacking enterprise AI agents via indirect prompt injections, Google researchers warn.Security teams scanning the Common Crawl repository (a massive database of…
import subprocess import sys print(“📦 Installing system dependencies…”) subprocess.run([‘apt-get’, ‘update’, ‘-qq’], capture_output=True) subprocess.run([‘apt-get’, ‘install’, ‘-y’, ‘-qq’, ‘libnss3’, ‘libnspr4’, ‘libatk1.0-0’, ‘libatk-bridge2.0-0’, ‘libcups2’, ‘libdrm2’, ‘libxkbcommon0’, ‘libxcomposite1’, ‘libxdamage1’, ‘libxfixes3’,…
AI agents struggle with tasks that require interacting with the live web — fetching a competitor’s pricing page, extracting structured data from a JavaScript-heavy dashboard, or…
AI agents struggle with tasks that require interacting with the live web — fetching a competitor’s pricing page, extracting structured data from a JavaScript-heavy dashboard, or…
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