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GitHub - coder-hxl/x-crawl: Flexible Node.js AI-assisted crawler library
source link: https://github.com/coder-hxl/x-crawl
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x-crawl ·
x-crawl is a flexible Node.js AI-assisted crawler library. Flexible usage and powerful AI assistance functions make crawler work more efficient, intelligent and convenient.
It consists of two parts:
- Crawler: It consists of a crawler API and various functions that can work normally even without relying on AI.
- AI: Currently based on the large AI model provided by OpenAI, AI simplifies many tedious operations.
If you find x-crawl helpful, or you like x-crawl, you can give x-crawl repository a like on GitHub A star. Your support is the driving force for our continuous improvement! thank you for your support!
Features
- 🤖 AI Assistance - Powerful AI assistance function makes crawler work more efficient, intelligent and convenient.
- 🖋️ Flexible writing - A single crawling API is suitable for multiple configurations, and each configuration method has its own advantages.
- ⚙️Multiple uses - Supports crawling dynamic pages, static pages, interface data and file data.
- ⚒️ Control page - Crawling dynamic pages supports automated operations, keyboard input, event operations, etc.
- 👀 Device Fingerprinting - Zero configuration or custom configuration to avoid fingerprint recognition to identify and track us from different locations.
- 🔥 Asynchronous Sync - Asynchronous or synchronous crawling mode without switching crawling API.
- ⏱️ Interval crawling - no interval, fixed interval and random interval, determine whether to crawl with high concurrency.
- 🔄 Failed Retry - Customize the number of retries to avoid crawling failures due to temporary problems.
- ➡️ Rotation proxy - Automatic proxy rotation with failed retries, custom error times and HTTP status codes.
- 🚀 Priority Queue - Based on the priority of a single crawl target, it can be crawled ahead of other targets.
- 🧾 Crawl information - Controllable crawl information, which will output colored string information in the terminal.
- 🦾 TypeScript - Own types and implement complete types through generics.
AI assisted crawler
With the rapid development of network technology, website updates have become more frequent, and changes in class names or structures often bring considerable challenges to crawlers that rely on these elements. Against this background, crawlers combined with AI technology have become a powerful weapon to meet this challenge.
First of all, changes in class names or structures after website updates may cause traditional crawler strategies to fail. This is because crawlers often rely on fixed class names or structures to locate and extract the required information. Once these elements change, the crawler may not be able to accurately find the required data, thus affecting the effectiveness and accuracy of data crawling.
However, crawlers combined with AI technology are better able to cope with this change. AI can also understand and parse the semantic information of web pages through natural language processing and other technologies to more accurately extract the required data.
To sum up, crawlers combined with AI technology can better cope with the problem of class name or structure changes after website updates.
Example
The combination of crawler and AI allows the crawler and AI to obtain pictures of high-rated vacation rentals according to our instructions:
import { createCrawl, createCrawlOpenAI } from 'x-crawl'
//Create a crawler application
const crawlApp = createCrawl({
maxRetry: 3,
intervalTime: { max: 2000, min: 1000 }
})
//Create AI application
const crawlOpenAIApp = createCrawlOpenAI({
clientOptions: { apiKey: process.env['OPENAI_API_KEY'] },
defaultModel: { chatModel: 'gpt-4-turbo-preview' }
})
// crawlPage is used to crawl pages
crawlApp.crawlPage('https://www.airbnb.cn/s/select_homes').then(async (res) => {
const { page, browser } = res.data
// Wait for the element to appear on the page and get the HTML
const targetSelector = '[data-tracking-id="TOP_REVIEWED_LISTINGS"]'
await page.waitForSelector(targetSelector)
const highlyHTML = await page.$eval(targetSelector, (el) => el.innerHTML)
// Let the AI get the image link and de-duplicate it (the more detailed the description, the better)
const srcResult = await crawlOpenAIApp.parseElements(
highlyHTML,
`Get the image link, don't source it inside, and de-duplicate it`
)
browser.close()
// crawlFile is used to crawl file resources
crawlApp.crawlFile({
targets: srcResult.elements.map((item) => item.src),
storeDirs: './upload'
})
})Can even send the whole HTML to the AI to help us operate, because the website content is more complex you also need to describe the location to get more accurately, and will consume a lot of Tokens.
Even if the subsequent update of the website causes the class name or structure to change, it can climb to the data normally, because we no longer rely on the fixed class name or structure to locate and extract the required information, but let the AI understand and parse the semantic information of the web page, so as to extract the required data more efficiently, intelligently and conveniently.
See the HTML that the AI needs to process
="" =""
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=""威奇托的高评分度假屋
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这些房源在位置、干净卫生等方面获得房客的一致好评。
="" =""
显示 12 项中的 4 项
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第 1 页，共 3 页
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=""第 1 页，共 3 页
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=""房客推荐
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房客推荐
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农家乐 ｜ Mulvane
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平均评分 4.98 分（满分 5 分），共 168 条评价
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4.98 (168)
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带私人热水浴缸和早餐的小木屋度假屋3
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Stay in one of our three private cabins, each equipped with
its own two person hot tub on the back deck for you to enjoy
under the stars. You will also have breakfast delivered to
your cabin at the time you choose in the morning(s). Each
cabin offers a pillow-top Queen bed, mini-fridge, microwave,
coffee maker, thermostat-controlled gas fireplace, A/C unit,
shower, cable TV, and a DVD player. All of that situated on
24+ beautiful acres complete with a pond and walking paths
through the woods.
=""8月8日至15日
=""
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￥1,170
="" \x3C!-- --/晚
=""每晚 ￥1,170
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=""房客推荐
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房客推荐
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Loft ｜ 威奇托（Wichita）
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平均评分 4.9 分（满分 5 分），共 710 条评价
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4.9 (710)
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Wichita市中心现代、明亮的乐趣阁楼
=""
Welcome to the heart of downtown Wichita, KS, affectionately
referred to as the ICT by locals. Parking right out front, on
Douglas Ave in front of the private entrance. A gorgeous airy
loft with 10’ ceilings and a huge skylight tunnel. Two
bedrooms with full bathrooms, fully stocked kitchen with all
appliances. Full sized washer and dryer...all supplies
provided. Enjoy the private rooftop patio, hop on the free
trolly service, The Q, or walk to a plethora of restaurants,
bars or attractions.
=""10月31日至11月7日
=""
="" =""
￥862
="" \x3C!-- --/晚
=""每晚 ￥862
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房客推荐
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民居 ｜ 威奇托（Wichita）
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平均评分 4.92 分（满分 5 分），共 250 条评价
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4.92 (250)
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整套带复古飞机主题的小房子
=""
With a nod to Wichita's rich aviation history and focus on
care and quality in every detail; enjoy our fun and
interesting little house! Wichita has it all: shopping, zoo,
bike path with bike rentals, breweries, coffee shops, amazing
restaurants, music and sport venues, public parks, food
trucks, museums, and thriving businesses - we think you will
find our space executive ready, vacation prepared, and
comfortable! We hope you enjoy this amazing city and perfect
little home as much as we do!
=""1月18日至25日
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￥709
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=""每晚 ￥709
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房客推荐
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民居 ｜ 威奇托（Wichita）
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平均评分 4.89 分（满分 5 分），共 292 条评价
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4.89 (292)
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舒适的双★卧室★步行至河畔
=""
We offer Full kitchen with essentials, ideal for families who
like to cook at home and like to save!\n*Special note, Home is
available for booking 7/15-8/4, 2024. Must book for entire
time for great discount! Message me if interested. \n\n5
minutes from I-35 highway, 6 min to WSU, 12 minutes from ICT
Airport, five minutes to Interest Bank Arena! \n\nThis
beautiful home is within walking distance of Arkansas River,
trails, parks. \nWalk and see amazing wildlife on trail right
by Arkansas River.
=""9月18日至25日
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￥546
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=""每晚 ￥546
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房客推荐
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民居 ｜ 威奇托（Wichita）
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平均评分 4.88 分（满分 5 分），共 128 条评价
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4.88 (128)
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历史悠久的德拉诺区休闲度假胜地
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Enjoy this spacious, relaxing home, centrally located, 5
minutes from downtown, 8 minutes from the ICT
airport.\n\nGuests will enjoy the main floor of this two story
house-turned-duplex, which includes two bedrooms with queen
beds, one full bath off the master bedroom, cozy living room,
and dining area with kitchenette.\n\nEnjoy the relaxing front
porch with a swing and comfortable chairs in this historic
neighborhood.\n\nThere are two dogs in the upstairs apartment
that may make minimal noise.
=""5月26日至6月2日
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￥743
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=""每晚 ￥743
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房客推荐
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乡村小屋 ｜ Clearwater
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平均评分 4.99 分（满分 5 分），共 137 条评价
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4.99 (137)
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全新装修乡村小屋乡村度假屋
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Clearview Cottage is a quiet country home just 13 miles from
Eisenhower Airport and 20 minutes from downtown Wichita. This
fully renovated home has one bedroom and one bathroom and is
ideal for romantic getaways and business travelers. Outdoor
spaces include a large front porch to watch the sunset and
explore the stars at night. Located on a working farm, you
will experience the sights and sounds of rural life and
perhaps find some farm fresh eggs to enjoy!
=""1月19日至26日
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￥535
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=""每晚 ￥535
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房客推荐
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联排别墅 ｜ 威奇托（Wichita）
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平均评分 4.96 分（满分 5 分），共 132 条评价
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4.96 (132)
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Boho Bliss in College Hill by Indigo Moon Homes
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Introducing the newest Indigo Moon Property! This charming
twin home is professionally designed and staged by Indigo Moon
Homes and is walking distance to all of College Hill's most
popular eateries, shopping, and bars. Wesley Med Center and
WSU are both a short drive away and the complimentary Q-line
trolley is two blocks away. From fine linens and furnishings
to a fully equipped kitchen, we strive to make your stay
enjoyable!
=""5月19日至26日
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￥645
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=""每晚 ￥645
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房客推荐
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民居 ｜ 威奇托（Wichita）
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平均评分 4.93 分（满分 5 分），共 256 条评价
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4.93 (256)
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舒适房源，距离市中心5分钟车程
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Enjoy a curated, comfort oriented experience at this
centrally-located Wichita home. Minutes from Friends and
Newman University, less than 10 minutes from the airport and
downtown. \n\nYou’ll love the spacious kitchen access,
comfortable living space, and beautiful bedrooms with queen
size beds and black out curtains for optimal
rest.\n\nContactless check in. You’ll receive a custom check
in code the day of your arrival.
=""10月14日至21日
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￥1,068
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=""每晚 ￥1,068
="" =""
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房客推荐
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客房 ｜ 威奇托（Wichita）
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平均评分 4.99 分（满分 5 分），共 100 条评价
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4.99 (100)
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树屋
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Quaint ‘treehouse’, guesthouse over a garage. Includes 3/4
bath with walk-in shower, washer and dryer, kitchen/living
space, and deck that overlooks the backyard. Walking distance
to all of Delano, Riverfront Stadium and Keeper of the
Plains.\nLess than a half mile from Wichita’s best slice of
Pizza at Picasso’s, best dive bar The Shamrock with live music
on weekends, and many more local treasures.
=""6月25日至7月2日
=""
="" =""
￥683
="" \x3C!-- --/晚
=""每晚 ￥683
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=""超赞房东
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超赞房东
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袖珍小屋 ｜ 威奇托（Wichita）
=""
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平均评分 4.87 分（满分 5 分），共 800 条评价
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4.87 (800)
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小巷小房子：距离老城区5个街区！
=""
Our "Little House on the Alley" is a relaxing escape from the
hotel scene or sharing a room in someone's home. The little
house is all yours! At only 320 square feet you can move
around from room to room quite easily, but at the same time it
has everything you need for a weekend getaway or a short term
stay. And the best part? You are just 5 blocks to Old Town
Entertainment District!
=""8月1日至8日
=""
="" =""
￥589
="" \x3C!-- --/晚
=""每晚 ￥589
="" =""
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房客推荐
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民居 ｜ 威奇托（Wichita）
=""
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平均评分 4.88 分（满分 5 分），共 102 条评价
=""
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4.88 (102)
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位于威奇塔（ Wichita ）中心的舒适房源
=""
Beautiful cozy home in the heart of Wichita in a quiet
neighborhood. This home is moments away from Wesley Hospital,
popular restaurants, bars, and grocery stores. This home is
fully furnished with washer and dryer and all appliances,
equipped with the fastest fiber internet. Pet friendly. Fenced
backyard for the 4 legged children. Our goal is to accommodate
our guest to the fullest.
=""3月16日至23日
=""
="" =""
￥1,094
="" \x3C!-- --/晚
=""每晚 ￥1,094
="" =""
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房客推荐
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民居 ｜ 威奇托（Wichita）
=""
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平均评分 4.99 分（满分 5 分），共 153 条评价
=""
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4.99 (153)
=""
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ICT Farmhouse-Charming Two Bedroom Home
=""
Welcome to the ICT Farmhouse! (ICT=Wichita in Airline Lingo)
This charming, newly remodeled two bedroom home is located on
the western edge of historic Delano Neighborhood. Its
proximity to the Downtown District, Century II Convention
Center & many wedding venues makes it the perfect place to
stay for business or pleasure!
=""4月28日至5月5日
=""
="" =""
￥670
="" \x3C!-- --/晚
=""每晚 ￥670
View the srcResult (img url) returned by AI after parsing the HTML according to our instructions
{
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{
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{
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],
:
}warning: x-crawl is for legal use only. Any illegal activity using this tool is prohibited. Please be sure to comply with the robots.txt file regulations of the target website. This example is only used to demonstrate the use of x-crawl and is not targeted at a specific website.
Document
x-crawl latest version documentation:
x-crawl v9 documentation:
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