AI proxy IP crawler system: AI-driven proxy crawler system development

Why do you have to use AI proxy IPs for crawlers?

Brothers engaged in data crawling should understand that now the site anti-climbing more and more ruthless. Ordinary crawlers are like wearing fluorescent clothing to the bank to rob money, minutes to be caught. This time you need to give the crawler set a "cloak of invisibility" - proxy IP. but the traditional way of rotating IP is not enough to use, for example, a chestnut: a treasure anti-climbing system can be identified by the mouse track you are a real person or machine.

This time AI proxy IP system is bull, it can operate like a real person. For example, automatically adjust the request frequency, simulate the human click interval, and even identify the type of verification code automatically switch IP. last year, a price comparison platform customers, with our ipipgo residential proxy + behavior simulation algorithms, crawl success rate directly from 37% soared to 89%.

Hands on building an AI agent crawler system

Don't let the word AI fool you, there are actually three pieces at the core:IP resource pool,Behavioral Simulation Module,Exception handling mechanism. Let's start with the most critical proxy IP selection:

In the case of the Python crawler, for example, accessing ipipgo's proxy service can be messed with like this:

import requests
from fake_useragent import UserAgent

 Get the proxy IP from ipipgo (remember to replace it with your own API)
def get_proxy().
    api_url = "https://api.ipipgo.com/get?format=json"
    resp = requests.get(api_url).json()
    return f"{resp['protocol']}://{resp['ip']}:{resp['port']}"

 Example of a request with a proxy
ua = UserAgent()
headers = {'User-Agent': ua.random}
proxy = get_proxy()

try: response = requests.get('User-Agent': ua.random}
    response = requests.get('target site', 'proxy={"http": "https", "https": "https")
                          proxies={"http": proxy, "https": proxy},
                          headers=headers,
                          timeout=10)
except Exception as e.
    print(f "Request failed, switching IPs automatically: {str(e)}")

ipipgo's one-of-a-kind

There are numerous agency service providers on the market, but those who can fulfill both thestabilise,reality,versatileThere are really not many of these three conditions. We have a cross-border e-commerce customers, before using a certain agent always be Amazon blocked, changed to ipipgo's TK line, the account survival rate directly doubled.

Name a few hardcore advantages:
1. Global 200 + countries local operator resources, want to install which country netizens installed which country
2. support socks5 advanced protocol, more covert than http proxy
3. Exclusive static IP is suitable for business that requires login, there will not be the case of logging in the front foot and then drop out of the line

Frequently Asked Questions for White People

Q: What should I do if my proxy IP is slow?
A: First check the protocol type, https is faster than socks5; second look at the geographic location, choose the node where the target site is located; ipipgo client comes with speed test function, you can automatically select the optimal node!

Q: What is the situation that IP is always blocked?
A: 80% of the data center IP, this is easy to be identified. Switch to a residential proxy, especially dynamic residential (enterprise version), each IP is used up to 3 times before changing, personally tested effective!

Q: Which package should I choose?
A: Beginners recommend dynamic residential (standard) practice, free 1G traffic trial every day. Enterprise-level users directly on the customized program, our technical staff can be based on business scenarios matching dynamic / static IP

Developer's Guide to Avoiding Pitfalls

A few final bloody lessons:
1. Don't try to use free proxies for cheap, or you'll be sued for data leakage.
2. Request header must be randomized, especially User-Agent and Accept-Language
3. Important business is recommended to use ipipgo's exclusive static IP, although more expensive, but the stability of no doubt
4. Encountering the verification code do not hard to fight, the use of coding platform to use, with proxy IP switching more secure

Recently found a tawdry operation: using AI to analyze the anti-climbing strategy of the target site, automatically adjust the proxy use strategy. For example, if Cloudflare protection is detected, it will automatically switch to residential proxy and increase mouse track simulation. With ipipgo API can realize intelligent scheduling, this later have time to open a separate talk.