Agent Framework Large Language Model: LLM Agent Framework

When Robots Meet Splitters: A Practical Manual for the LLM Agent Framework

Recently, a lot of friends who do data collection complained to me that "the script written with a large model is always blocked by the website IP, and it's too troublesome to change the IP manually". This reminds me of last year to help an e-commerce company to do price monitoring system, they use the traditional proxy service three days on the disconnection. Later, they changed to useDynamic IP Pooling with ipipgoThe problem is not completely solved.

Why is your crawler always recognized?

Many developers don't realize that the anti-crawl systems on websites are now stricter than security checks. They keep an eye on five key points:
① IP request frequency ② request header fingerprint ③ mouse movement track ④ CAPTCHA triggering logic ⑤ SSL handshake features
Especially with IP characteristics, a normal proxy service is like always wearing the same clothes out of the house, it's strange not to be noticed.

Seventy-two variations of dynamic IPs

Here's a real case: a financial data platform was blocked after collecting 200 times per hour with an ordinary proxy. It changed to use ipipgo'sIntelligent Rotation ModelAfter that, the system will automatically be based on:

 Python Example: Smart IP Switching Policy
def should_rotate_ip(usage_count, last_rotate_time):
    
        last_rotate_time > 300: return True
    return False

This logic allows each IP to be used up to 50 times or 5 minutes, like putting a cloak of invisibility on a crawler.

Four Steps to Real-World Configuration

Using Python's requests library as an example, implementing dynamic proxies with ipipgo is easier than cooking instant noodles:

import requests

proxies = {
    'http': 'http://user:pass@gateway.ipipgo.com:9020',
    'https': 'http://user:pass@gateway.ipipgo.com:9020'
}

response = requests.get('https://target.com', proxies=proxies)

Be careful to opensession hold functionThis way the IP will not jump around during continuous requests, avoiding being treated as an epileptic seizure by the anti-climbing system.

Guide to avoiding the pit: 3 common mistakes made by newbies

question-and-answer session

Q: Why is the proxy slow sometimes?
A: 80% of them are using intercarrier lines, ipipgo'sPrecise Matching of OperatorsFunctions can be specified for mobile/Unicom/telecom lines

Q: What should I do if I encounter a CAPTCHA?
A: It is recommended to work with ipipgo'sResidential Agent PackageThe real users of such IPs are more clearly characterized

Q: What if I need to handle a lot of concurrency?
A: Remember to turn on the consoleMulti-Channel Load BalancingWe've got a customer who's increased throughput by eight times with this method.

Black technology hidden in the parameters

Recently discovered ipipgo'straffic obfuscation patternIt works especially well, and when turned on it will disguise the request:

headers = {
    'User-Agent': 'Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36',
    
    'Upgrade-Insecure-Requests': '1'
}

This configuration makes the request look like a normal user browsing the web, and has been pro-tested to reduce the interception rate by more than 701 TP3T.

A final cold note: using a proxy service is like eating fondue, it's crucial tocombine meat and vegetables. Combining ipipgo's dynamic IP pool with their intelligent routing function, you will find that data collection can be so silky smooth. Last time, a customer doing public opinion monitoring so configured, the collection efficiency directly from 100,000 items per day soared to 2 million items, the effect is more refreshing than coffee.