"Hey folks! Been tinkering with a javascript web scraper llm lately and wanted to pick your brains.
How do you guys handle dynamic content with it? Like, sites that load stuff via AJAX or React—does the LLM integration actually help, or is it still a pain?
Also, what’s your go-to setup? Cheerio + Puppeteer? Or something else? And how do you deal with rate limits without getting banned?
Kinda curious about the pros and cons too. On one hand, the LLM can parse messy data like a champ, but on the other, it feels slow sometimes. Am I missing something?
Would love to hear your experiences—especially if you’ve got any *gotchas* or cool tricks!"
*(ps. sorry for typos, typing this on my phone lol)*
Dynamic content is always a headache, right? For javascript web scraper llm setups, I’ve found Puppeteer to be the most reliable because it actually renders the page like a browser.
Cheerio is fast but falls flat with AJAX/React stuff. The LLM helps clean up messy selectors, but yeah, it can be slow.
For rate limits, rotate user agents and use proxies (BrightData or ScraperAPI). Also, add random delays—sites hate bots that hammer them.
Gotcha: Some sites detect headless browsers. Try stealth plugins or even Playwright for better evasion.
Honestly, the javascript web scraper llm combo is overkill for simple sites. If it’s just React, Puppeteer alone works fine.
But for messy, unstructured data? The LLM is a lifesaver. Try GPT-4 or Claude for parsing—way better than regex hell.
My setup: Puppeteer + LLM API (like OpenAI). Slow? Yeah, but accuracy > speed for my use case.
Pro tip: Cache responses. No need to rescrape the same page if nothing changed.
Yo, fellow scraper nerd! Dynamic content sucks, but here’s my hack:
Use Playwright instead of Puppeteer. It’s newer and handles SPAs better. For the javascript web scraper llm part, I pipe the raw HTML to Anthropic’s API—works like magic for extraction.
Rate limits? Backoff exponentially. And don’t forget to mimic human scroll behavior.
Biggest gotcha: Some sites inject anti-bot traps. Watch for hidden divs or honeypot fields.
If you’re dealing with heavy JS sites, forget Cheerio. Puppeteer + LLM is the way.
But speed is a trade-off. I use a hybrid approach: Puppeteer for rendering, then Cheerio for static parts. Saves some time.
For rate limits, residential proxies are worth the $$$. Also, set a max retry limit—don’t piss off the site admins.
Cool trick: Use LLM to generate XPath selectors dynamically. Saves hours of manual tweaking.
Dynamic content? Ugh. I’ve been down this rabbit hole.
Puppeteer + LLM is solid, but yeah, it’s slow AF. Try pre-rendering with a service like ScrapingBee if you’re on a deadline.
Rate limits: Rotate IPs and throttle requests. Simple but effective.
Biggest con? Cost. LLM APIs add up fast. If you’re scraping at scale, maybe just use regex for simple stuff.
For javascript web scraper llm projects, I swear by Playwright + OpenAI.
Dynamic content isn’t a problem if you wait for selectors to load. Playwright’s auto-wait is a game-changer.
Rate limits: Use proxy pools and randomize headers. Also, respect robots.txt—unless you’re feeling risky lol.
Gotcha: LLMs can hallucinate data. Always validate outputs with some sanity checks.
Wow, thanks for all the insights! Playwright seems to be the crowd favorite—definitely gonna try that over Puppeteer.
The proxy tips are gold. I’ve been lazy with rate limits, so getting banned was inevitable lol.
Quick follow-up: Anyone tried using local LLMs (like Llama 3) instead of APIs? Wondering if it’s faster or just more hassle.
Also, shoutout to the caching idea. Totally overlooked that.
(ps. still on my phone, so excuse the typos!)
Puppeteer is great, but have you tried Cypress for scraping? Sounds weird, but it’s surprisingly good for SPAs.
The javascript web scraper llm part is where it gets fun. I use LLMs to normalize scraped data—saves so much cleanup time.
Rate limits: Slow and steady wins the race. Also, avoid scraping during peak hours.
Cool trick: Use browserless.io to offload rendering. Saves local resources.
Dynamic content is why I switched to Playwright. Puppeteer is fine, but Playwright’s multi-browser support is clutch.
For the LLM part, I feed it raw HTML and let it figure out the structure. Works 80% of the time.
Rate limits? Use free tiers of proxy services first. No need to go all-in upfront.
Gotcha: Some sites block Cloudflare IPs. Avoid those if you’re scraping from a server.
