x-crawl
Flexible Node.js AI-assisted crawler library
Stars: 1528
x-crawl is a flexible Node.js AI-assisted crawler library that offers powerful AI assistance functions to make crawler work more efficient, intelligent, and convenient. It consists of a crawler API and various functions that can work normally even without relying on AI. The AI component is currently based on a large AI model provided by OpenAI, simplifying many tedious operations. The library supports crawling dynamic pages, static pages, interface data, and file data, with features like control page operations, device fingerprinting, asynchronous sync, interval crawling, failed retry handling, rotation proxy, priority queue, crawl information control, and TypeScript support.
README:
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!
- 🤖 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.
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.
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 AI obtain image links and remove duplicates
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'
})
})[!TIP] 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
For ease of viewing, it is formatted here
<div data-pageslot="true" class="c1yo0219 dir dir-ltr">
<div class="c121p4jg dir dir-ltr" data-reactroot="">
<div
aria-describedby="carousel-description"
aria-labelledby="carousel-label"
class="s7q4c1d rd7fm2t dir dir-ltr"
role="group"
>
<div class="hztl681 dir dir-ltr" id="carousel-label">
<div class="htgr43m dir dir-ltr">
<div class=" dir dir-ltr">
<h2 class="h1436ahv dir dir-ltr">威奇托的高评分度假屋</h2>
<p class="bqwnmiz swd4c9o dir dir-ltr">
这些房源在位置、干净卫生等方面获得房客的一致好评。
</p>
</div>
</div>
</div>
<div class="dbldy2s dir dir-ltr" id="carousel-description">
显示 12 项中的 4 项
</div>
<div class="c18vjgz6 dir dir-ltr">
<div class="cfexzqx dir dir-ltr">
<span class="a8jt5op dir dir-ltr" aria-live="polite"
>第 1 页，共 3 页</span
>
<div aria-hidden="false" class="_1uytoza">
<span class="a8jt5op dir dir-ltr">第 1 页，共 3 页</span>
<div dir="ltr">
<div aria-hidden="true" class="_1l1vk8w">1 / 3</div>
</div>
<div class="_jro6t0">
<button
aria-label="上一张"
type="button"
class="l1ovpqvx c1e0qvzg dir dir-ltr"
>
<span class="ifnd39z dir dir-ltr"
><span class="_krjbj">_</span
><svg
xmlns="http://www.w3.org/2000/svg"
viewBox="0 0 32 32"
style="display:block;fill:none;height:12px;width:12px;stroke:currentColor;stroke-width:4;overflow:visible"
aria-hidden="true"
role="presentation"
focusable="false"
>
<path
fill="none"
d="M20 28 8.7 16.7a1 1 0 0 1 0-1.4L20 4"
></path></svg
></span></button
><span class="_pog3hg"></span
><button
aria-label="下一张"
type="button"
class="l1ovpqvx c1e0qvzg dir dir-ltr"
>
<span class="ifnd39z dir dir-ltr"
><span class="_krjbj">_</span
><svg
xmlns="http://www.w3.org/2000/svg"
viewBox="0 0 32 32"
style="display:block;fill:none;height:12px;width:12px;stroke:currentColor;stroke-width:4;overflow:visible"
aria-hidden="true"
role="presentation"
focusable="false"
>
<path
fill="none"
d="m12 4 11.3 11.3a1 1 0 0 1 0 1.4L12 28"
></path></svg
></span>
</button>
</div>
</div>
</div>
</div>
<div class="s1yvqyx7 dir dir-ltr">
<div class="c14whb16 dir dir-ltr">
<div aria-hidden="false" class=" dir dir-ltr">
<a
aria-label="农家乐 ｜ Mulvane"
class="cbkobxh dir dir-ltr"
href="/s/homes?dynamic_product_ids%5B%5D=45937791&omni_page_id=36021&place_id=ChIJLRh_0mrbuocRPj3TdL_VlpM"
target="_blank"
rel="noreferrer"
data-nosnippet="true"
><picture class="p1h9elqm dir dir-ltr"
><source
class="s1yu4uxa dir dir-ltr"
srcset="
https://z1.muscache.cn/im/pictures/miso/Hosting-45937791/original/c67d32ed-21eb-4066-8cef-650dcd45bada.jpeg?im_w=320 1x,
https://z1.muscache.cn/im/pictures/miso/Hosting-45937791/original/c67d32ed-21eb-4066-8cef-650dcd45bada.jpeg?im_w=720 2x
"
media="(min-width: 744px)" />
<source
class="s1yu4uxa dir dir-ltr"
srcset="
https://z1.muscache.cn/im/pictures/miso/Hosting-45937791/original/c67d32ed-21eb-4066-8cef-650dcd45bada.jpeg?im_w=480 1x,
https://z1.muscache.cn/im/pictures/miso/Hosting-45937791/original/c67d32ed-21eb-4066-8cef-650dcd45bada.jpeg?im_w=960 2x
"
media="(min-width: 375px)" />
<source
class="s1yu4uxa dir dir-ltr"
srcset="
https://z1.muscache.cn/im/pictures/miso/Hosting-45937791/original/c67d32ed-21eb-4066-8cef-650dcd45bada.jpeg?im_w=320 1x,
https://z1.muscache.cn/im/pictures/miso/Hosting-45937791/original/c67d32ed-21eb-4066-8cef-650dcd45bada.jpeg?im_w=720 2x
" />
<img
src="https://z1.muscache.cn/im/pictures/miso/Hosting-45937791/original/c67d32ed-21eb-4066-8cef-650dcd45bada.jpeg?aki_policy=large"
loading="lazy"
alt=""
class="iotvkpj dir dir-ltr"
/></picture>
<div class="b14un2cd g12fuxtb f9iqyua dir dir-ltr">
<span class="a8jt5op dir dir-ltr">房客推荐</span>
<div aria-hidden="true" class="t1qa5xaj dir dir-ltr">
房客推荐
</div>
</div>
<div class="cbheav2 dir dir-ltr">
<h3
class="t1jojoys n1nue62c dir dir-ltr"
data-testid="listing-card-title"
>
农家乐 ｜ Mulvane
</h3>
<span class="r4a59j5 dir dir-ltr"
><span class="a8jt5op dir dir-ltr"
>平均评分 4.98 分（满分 5 分），共 168 条评价</span
><svg
xmlns="http://www.w3.org/2000/svg"
viewBox="0 0 32 32"
style="display:block;height:12px;width:12px;fill:currentColor"
aria-hidden="true"
role="presentation"
focusable="false"
>
<path
fill-rule="evenodd"
d="m15.1 1.58-4.13 8.88-9.86 1.27a1 1 0 0 0-.54 1.74l7.3 6.57-1.97 9.85a1 1 0 0 0 1.48 1.06l8.62-5 8.63 5a1 1 0 0 0 1.48-1.06l-1.97-9.85 7.3-6.57a1 1 0 0 0-.55-1.73l-9.86-1.28-4.12-8.88a1 1 0 0 0-1.82 0z"
></path></svg
><span aria-hidden="true" class="ru0q88m dir dir-ltr"
>4.98 (168)</span
></span
>
<p
class="n1nue62c f1m3zhlw t6mzqp7 dir dir-ltr"
data-testid="listing-card-name"
>
带私人热水浴缸和早餐的小木屋度假屋3
</p>
<p class="s4ddf4l n1nue62c f1m3zhlw dir dir-ltr">
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.
</p>
<p class="n1nue62c f1m3zhlw dir dir-ltr">8月8日至15日</p>
<div class="cyjufhz p8bhhzl f1m3zhlw dir dir-ltr">
<span aria-hidden="true" class="piy2wzv dir dir-ltr"
>￥1,170</span
><span aria-hidden="true"> \x3C!-- -->/晚</span
><span class="s14ffc1j dir dir-ltr">每晚 ￥1,170</span>
</div>
</div></a
>
</div>
<div aria-hidden="false" class="sjvtr3d dir dir-ltr">
<a
aria-label="Loft ｜ 威奇托（Wichita）"
class="cbkobxh dir dir-ltr"
href="/s/homes?dynamic_product_ids%5B%5D=29753115&omni_page_id=36021&place_id=ChIJLRh_0mrbuocRPj3TdL_VlpM"
target="_blank"
rel="noreferrer"
data-nosnippet="true"
><picture class="p1h9elqm dir dir-ltr"
><source
class="s1yu4uxa dir dir-ltr"
srcset="
https://z1.muscache.cn/im/pictures/52d375d3-5e54-444b-8186-15e61a592d9a.jpg?im_w=320 1x,
https://z1.muscache.cn/im/pictures/52d375d3-5e54-444b-8186-15e61a592d9a.jpg?im_w=720 2x
"
media="(min-width: 744px)" />
<source
class="s1yu4uxa dir dir-ltr"
srcset="
https://z1.muscache.cn/im/pictures/52d375d3-5e54-444b-8186-15e61a592d9a.jpg?im_w=480 1x,
https://z1.muscache.cn/im/pictures/52d375d3-5e54-444b-8186-15e61a592d9a.jpg?im_w=960 2x
"
media="(min-width: 375px)" />
<source
class="s1yu4uxa dir dir-ltr"
srcset="
https://z1.muscache.cn/im/pictures/52d375d3-5e54-444b-8186-15e61a592d9a.jpg?im_w=320 1x,
https://z1.muscache.cn/im/pictures/52d375d3-5e54-444b-8186-15e61a592d9a.jpg?im_w=720 2x
" />
<img
src="https://z1.muscache.cn/im/pictures/52d375d3-5e54-444b-8186-15e61a592d9a.jpg?aki_policy=large"
loading="lazy"
alt=""
class="iotvkpj dir dir-ltr"
/></picture>
<div class="b14un2cd g12fuxtb f9iqyua dir dir-ltr">
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<div aria-hidden="true" class="t1qa5xaj dir dir-ltr">
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</div>
<div class="cbheav2 dir dir-ltr">
<h3
class="t1jojoys n1nue62c dir dir-ltr"
data-testid="listing-card-title"
>
Loft ｜ 威奇托（Wichita）
</h3>
<span class="r4a59j5 dir dir-ltr"
><span class="a8jt5op dir dir-ltr"
>平均评分 4.9 分（满分 5 分），共 710 条评价</span
><svg
xmlns="http://www.w3.org/2000/svg"
viewBox="0 0 32 32"
style="display:block;height:12px;width:12px;fill:currentColor"
aria-hidden="true"
role="presentation"
focusable="false"
>
<path
fill-rule="evenodd"
d="m15.1 1.58-4.13 8.88-9.86 1.27a1 1 0 0 0-.54 1.74l7.3 6.57-1.97 9.85a1 1 0 0 0 1.48 1.06l8.62-5 8.63 5a1 1 0 0 0 1.48-1.06l-1.97-9.85 7.3-6.57a1 1 0 0 0-.55-1.73l-9.86-1.28-4.12-8.88a1 1 0 0 0-1.82 0z"
></path></svg
><span aria-hidden="true" class="ru0q88m dir dir-ltr"
>4.9 (710)</span
></span
>
<p
class="n1nue62c f1m3zhlw t6mzqp7 dir dir-ltr"
data-testid="listing-card-name"
>
Wichita市中心现代、明亮的乐趣阁楼
</p>
<p class="s4ddf4l n1nue62c f1m3zhlw dir dir-ltr">
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.
</p>
<p class="n1nue62c f1m3zhlw dir dir-ltr">10月31日至11月7日</p>
<div class="cyjufhz p8bhhzl f1m3zhlw dir dir-ltr">
<span aria-hidden="true" class="piy2wzv dir dir-ltr"
>￥862</span
><span aria-hidden="true"> \x3C!-- -->/晚</span
><span class="s14ffc1j dir dir-ltr">每晚 ￥862</span>
</div>
</div></a
>
</div>
<div aria-hidden="false" class="sjvtr3d dir dir-ltr">
<a
aria-label="民居 ｜ 威奇托（Wichita）"
class="cbkobxh dir dir-ltr"
href="/s/homes?dynamic_product_ids%5B%5D=26764727&omni_page_id=36021&place_id=ChIJLRh_0mrbuocRPj3TdL_VlpM"
target="_blank"
rel="noreferrer"
data-nosnippet="true"
><picture class="p1h9elqm dir dir-ltr"
><source
class="s1yu4uxa dir dir-ltr"
srcset="
https://z1.muscache.cn/im/pictures/4ce87a7c-cbce-4e6e-97ea-38840518e1c4.jpg?im_w=320 1x,
https://z1.muscache.cn/im/pictures/4ce87a7c-cbce-4e6e-97ea-38840518e1c4.jpg?im_w=720 2x
"
media="(min-width: 744px)" />
<source
class="s1yu4uxa dir dir-ltr"
srcset="
https://z1.muscache.cn/im/pictures/4ce87a7c-cbce-4e6e-97ea-38840518e1c4.jpg?im_w=480 1x,
https://z1.muscache.cn/im/pictures/4ce87a7c-cbce-4e6e-97ea-38840518e1c4.jpg?im_w=960 2x
"
media="(min-width: 375px)" />
<source
class="s1yu4uxa dir dir-ltr"
srcset="
https://z1.muscache.cn/im/pictures/4ce87a7c-cbce-4e6e-97ea-38840518e1c4.jpg?im_w=320 1x,
https://z1.muscache.cn/im/pictures/4ce87a7c-cbce-4e6e-97ea-38840518e1c4.jpg?im_w=720 2x
" />
<img
src="https://z1.muscache.cn/im/pictures/4ce87a7c-cbce-4e6e-97ea-38840518e1c4.jpg?aki_policy=large"
loading="lazy"
alt=""
class="iotvkpj dir dir-ltr"
/></picture>
<div class="b14un2cd g12fuxtb f9iqyua dir dir-ltr">
<span class="a8jt5op dir dir-ltr">房客推荐</span>
<div aria-hidden="true" class="t1qa5xaj dir dir-ltr">
房客推荐
</div>
</div>
<div class="cbheav2 dir dir-ltr">
<h3
class="t1jojoys n1nue62c dir dir-ltr"
data-testid="listing-card-title"
>
民居 ｜ 威奇托（Wichita）
</h3>
<span class="r4a59j5 dir dir-ltr"
><span class="a8jt5op dir dir-ltr"
>平均评分 4.92 分（满分 5 分），共 250 条评价</span
><svg
xmlns="http://www.w3.org/2000/svg"
viewBox="0 0 32 32"
style="display:block;height:12px;width:12px;fill:currentColor"
aria-hidden="true"
role="presentation"
focusable="false"
>
<path
fill-rule="evenodd"
d="m15.1 1.58-4.13 8.88-9.86 1.27a1 1 0 0 0-.54 1.74l7.3 6.57-1.97 9.85a1 1 0 0 0 1.48 1.06l8.62-5 8.63 5a1 1 0 0 0 1.48-1.06l-1.97-9.85 7.3-6.57a1 1 0 0 0-.55-1.73l-9.86-1.28-4.12-8.88a1 1 0 0 0-1.82 0z"
></path></svg
><span aria-hidden="true" class="ru0q88m dir dir-ltr"
>4.92 (250)</span
></span
>
<p
class="n1nue62c f1m3zhlw t6mzqp7 dir dir-ltr"
data-testid="listing-card-name"
>
整套带复古飞机主题的小房子
</p>
<p class="s4ddf4l n1nue62c f1m3zhlw dir dir-ltr">
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!
</p>
<p class="n1nue62c f1m3zhlw dir dir-ltr">1月18日至25日</p>
<div class="cyjufhz p8bhhzl f1m3zhlw dir dir-ltr">
<span aria-hidden="true" class="piy2wzv dir dir-ltr"
>￥709</span
><span aria-hidden="true"> \x3C!-- -->/晚</span
><span class="s14ffc1j dir dir-ltr">每晚 ￥709</span>
</div>
</div></a
>
</div>
<div aria-hidden="false" class="sjvtr3d dir dir-ltr">
<a
aria-label="民居 ｜ 威奇托（Wichita）"
class="cbkobxh dir dir-ltr"
href="/s/homes?dynamic_product_ids%5B%5D=545779178592886885&omni_page_id=36021&place_id=ChIJLRh_0mrbuocRPj3TdL_VlpM"
target="_blank"
rel="noreferrer"
data-nosnippet="true"
><picture class="p1h9elqm dir dir-ltr"
><source
class="s1yu4uxa dir dir-ltr"
srcset="
https://z1.muscache.cn/im/pictures/3f6b8ce1-df9b-4624-94e0-b63ec54b7fe4.jpg?im_w=320 1x,
https://z1.muscache.cn/im/pictures/3f6b8ce1-df9b-4624-94e0-b63ec54b7fe4.jpg?im_w=720 2x
"
media="(min-width: 744px)" />
<source
class="s1yu4uxa dir dir-ltr"
srcset="
https://z1.muscache.cn/im/pictures/3f6b8ce1-df9b-4624-94e0-b63ec54b7fe4.jpg?im_w=480 1x,
https://z1.muscache.cn/im/pictures/3f6b8ce1-df9b-4624-94e0-b63ec54b7fe4.jpg?im_w=960 2x
"
media="(min-width: 375px)" />
<source
class="s1yu4uxa dir dir-ltr"
srcset="
https://z1.muscache.cn/im/pictures/3f6b8ce1-df9b-4624-94e0-b63ec54b7fe4.jpg?im_w=320 1x,
https://z1.muscache.cn/im/pictures/3f6b8ce1-df9b-4624-94e0-b63ec54b7fe4.jpg?im_w=720 2x
" />
<img
src="https://z1.muscache.cn/im/pictures/3f6b8ce1-df9b-4624-94e0-b63ec54b7fe4.jpg?aki_policy=large"
loading="lazy"
alt=""
class="iotvkpj dir dir-ltr"
/></picture>
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<div class="cbheav2 dir dir-ltr">
<h3
class="t1jojoys n1nue62c dir dir-ltr"
data-testid="listing-card-title"
>
民居 ｜ 威奇托（Wichita）
</h3>
<span class="r4a59j5 dir dir-ltr"
><span class="a8jt5op dir dir-ltr"
>平均评分 4.89 分（满分 5 分），共 292 条评价</span
><svg
xmlns="http://www.w3.org/2000/svg"
viewBox="0 0 32 32"
style="display:block;height:12px;width:12px;fill:currentColor"
aria-hidden="true"
role="presentation"
focusable="false"
>
<path
fill-rule="evenodd"
d="m15.1 1.58-4.13 8.88-9.86 1.27a1 1 0 0 0-.54 1.74l7.3 6.57-1.97 9.85a1 1 0 0 0 1.48 1.06l8.62-5 8.63 5a1 1 0 0 0 1.48-1.06l-1.97-9.85 7.3-6.57a1 1 0 0 0-.55-1.73l-9.86-1.28-4.12-8.88a1 1 0 0 0-1.82 0z"
></path></svg
><span aria-hidden="true" class="ru0q88m dir dir-ltr"
>4.89 (292)</span
></span
>
<p
class="n1nue62c f1m3zhlw t6mzqp7 dir dir-ltr"
data-testid="listing-card-name"
>
舒适的双★卧室★步行至河畔
</p>
<p class="s4ddf4l n1nue62c f1m3zhlw dir dir-ltr">
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.
</p>
<p class="n1nue62c f1m3zhlw dir dir-ltr">9月18日至25日</p>
<div class="cyjufhz p8bhhzl f1m3zhlw dir dir-ltr">
<span aria-hidden="true" class="piy2wzv dir dir-ltr"
>￥546</span
><span aria-hidden="true"> \x3C!-- -->/晚</span
><span class="s14ffc1j dir dir-ltr">每晚 ￥546</span>
</div>
</div></a
>
</div>
<div aria-hidden="true" class=" dir dir-ltr">
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aria-label="民居 ｜ 威奇托（Wichita）"
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href="/s/homes?dynamic_product_ids%5B%5D=661881998531696630&omni_page_id=36021&place_id=ChIJLRh_0mrbuocRPj3TdL_VlpM"
target="_blank"
rel="noreferrer"
data-nosnippet="true"
tabindex="-1"
><picture class="p1h9elqm dir dir-ltr"
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srcset="
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<source
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media="(min-width: 375px)" />
<source
class="s1yu4uxa dir dir-ltr"
srcset="
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src="https://z1.muscache.cn/im/pictures/miso/Hosting-661881998531696630/original/c7f7769f-e56c-4d55-8e74-06fdaf3e048d.jpeg?aki_policy=large"
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<h3
class="t1jojoys n1nue62c dir dir-ltr"
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>
民居 ｜ 威奇托（Wichita）
</h3>
<span class="r4a59j5 dir dir-ltr"
><span class="a8jt5op dir dir-ltr"
>平均评分 4.88 分（满分 5 分），共 128 条评价</span
><svg
xmlns="http://www.w3.org/2000/svg"
viewBox="0 0 32 32"
style="display:block;height:12px;width:12px;fill:currentColor"
aria-hidden="true"
role="presentation"
focusable="false"
>
<path
fill-rule="evenodd"
d="m15.1 1.58-4.13 8.88-9.86 1.27a1 1 0 0 0-.54 1.74l7.3 6.57-1.97 9.85a1 1 0 0 0 1.48 1.06l8.62-5 8.63 5a1 1 0 0 0 1.48-1.06l-1.97-9.85 7.3-6.57a1 1 0 0 0-.55-1.73l-9.86-1.28-4.12-8.88a1 1 0 0 0-1.82 0z"
></path></svg
><span aria-hidden="true" class="ru0q88m dir dir-ltr"
>4.88 (128)</span
></span
>
<p
class="n1nue62c f1m3zhlw t6mzqp7 dir dir-ltr"
data-testid="listing-card-name"
>
历史悠久的德拉诺区休闲度假胜地
</p>
<p class="s4ddf4l n1nue62c f1m3zhlw dir dir-ltr">
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.
</p>
<p class="n1nue62c f1m3zhlw dir dir-ltr">5月26日至6月2日</p>
<div class="cyjufhz p8bhhzl f1m3zhlw dir dir-ltr">
<span aria-hidden="true" class="piy2wzv dir dir-ltr"
>￥743</span
><span aria-hidden="true"> \x3C!-- -->/晚</span
><span class="s14ffc1j dir dir-ltr">每晚 ￥743</span>
</div>
</div></a
>
</div>
<div aria-hidden="true" class="sjvtr3d dir dir-ltr">
<a
aria-label="乡村小屋 ｜ Clearwater"
class="cbkobxh dir dir-ltr"
href="/s/homes?dynamic_product_ids%5B%5D=50620715&omni_page_id=36021&place_id=ChIJLRh_0mrbuocRPj3TdL_VlpM"
target="_blank"
rel="noreferrer"
data-nosnippet="true"
tabindex="-1"
><picture class="p1h9elqm dir dir-ltr"
><source
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srcset="
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media="(min-width: 375px)" />
<source
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srcset="
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https://z1.muscache.cn/im/pictures/miso/Hosting-50620715/original/650ba8af-3f77-41ce-8c93-0cf502a8656d.jpeg?im_w=720 2x
" />
<img
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<h3
class="t1jojoys n1nue62c dir dir-ltr"
data-testid="listing-card-title"
>
乡村小屋 ｜ Clearwater
</h3>
<span class="r4a59j5 dir dir-ltr"
><span class="a8jt5op dir dir-ltr"
>平均评分 4.99 分（满分 5 分），共 137 条评价</span
><svg
xmlns="http://www.w3.org/2000/svg"
viewBox="0 0 32 32"
style="display:block;height:12px;width:12px;fill:currentColor"
aria-hidden="true"
role="presentation"
focusable="false"
>
<path
fill-rule="evenodd"
d="m15.1 1.58-4.13 8.88-9.86 1.27a1 1 0 0 0-.54 1.74l7.3 6.57-1.97 9.85a1 1 0 0 0 1.48 1.06l8.62-5 8.63 5a1 1 0 0 0 1.48-1.06l-1.97-9.85 7.3-6.57a1 1 0 0 0-.55-1.73l-9.86-1.28-4.12-8.88a1 1 0 0 0-1.82 0z"
></path></svg
><span aria-hidden="true" class="ru0q88m dir dir-ltr"
>4.99 (137)</span
></span
>
<p
class="n1nue62c f1m3zhlw t6mzqp7 dir dir-ltr"
data-testid="listing-card-name"
>
全新装修乡村小屋乡村度假屋
</p>
<p class="s4ddf4l n1nue62c f1m3zhlw dir dir-ltr">
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!
</p>
<p class="n1nue62c f1m3zhlw dir dir-ltr">1月19日至26日</p>
<div class="cyjufhz p8bhhzl f1m3zhlw dir dir-ltr">
<span aria-hidden="true" class="piy2wzv dir dir-ltr"
>￥535</span
><span aria-hidden="true"> \x3C!-- -->/晚</span
><span class="s14ffc1j dir dir-ltr">每晚 ￥535</span>
</div>
</div></a
>
</div>
<div aria-hidden="true" class="sjvtr3d dir dir-ltr">
<a
aria-label="联排别墅 ｜ 威奇托（Wichita）"
class="cbkobxh dir dir-ltr"
href="/s/homes?dynamic_product_ids%5B%5D=40405228&omni_page_id=36021&place_id=ChIJLRh_0mrbuocRPj3TdL_VlpM"
target="_blank"
rel="noreferrer"
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tabindex="-1"
><picture class="p1h9elqm dir dir-ltr"
><source
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srcset="
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data-testid="listing-card-title"
>
联排别墅 ｜ 威奇托（Wichita）
</h3>
<span class="r4a59j5 dir dir-ltr"
><span class="a8jt5op dir dir-ltr"
>平均评分 4.96 分（满分 5 分），共 132 条评价</span
><svg
xmlns="http://www.w3.org/2000/svg"
viewBox="0 0 32 32"
style="display:block;height:12px;width:12px;fill:currentColor"
aria-hidden="true"
role="presentation"
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<path
fill-rule="evenodd"
d="m15.1 1.58-4.13 8.88-9.86 1.27a1 1 0 0 0-.54 1.74l7.3 6.57-1.97 9.85a1 1 0 0 0 1.48 1.06l8.62-5 8.63 5a1 1 0 0 0 1.48-1.06l-1.97-9.85 7.3-6.57a1 1 0 0 0-.55-1.73l-9.86-1.28-4.12-8.88a1 1 0 0 0-1.82 0z"
></path></svg
><span aria-hidden="true" class="ru0q88m dir dir-ltr"
>4.96 (132)</span
></span
>
<p
class="n1nue62c f1m3zhlw t6mzqp7 dir dir-ltr"
data-testid="listing-card-name"
>
Boho Bliss in College Hill by Indigo Moon Homes
</p>
<p class="s4ddf4l n1nue62c f1m3zhlw dir dir-ltr">
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!
</p>
<p class="n1nue62c f1m3zhlw dir dir-ltr">5月19日至26日</p>
<div class="cyjufhz p8bhhzl f1m3zhlw dir dir-ltr">
<span aria-hidden="true" class="piy2wzv dir dir-ltr"
>￥645</span
><span aria-hidden="true"> \x3C!-- -->/晚</span
><span class="s14ffc1j dir dir-ltr">每晚 ￥645</span>
</div>
</div></a
>
</div>
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target="_blank"
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><picture class="p1h9elqm dir dir-ltr"
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>
民居 ｜ 威奇托（Wichita）
</h3>
<span class="r4a59j5 dir dir-ltr"
><span class="a8jt5op dir dir-ltr"
>平均评分 4.93 分（满分 5 分），共 256 条评价</span
><svg
xmlns="http://www.w3.org/2000/svg"
viewBox="0 0 32 32"
style="display:block;height:12px;width:12px;fill:currentColor"
aria-hidden="true"
role="presentation"
focusable="false"
>
<path
fill-rule="evenodd"
d="m15.1 1.58-4.13 8.88-9.86 1.27a1 1 0 0 0-.54 1.74l7.3 6.57-1.97 9.85a1 1 0 0 0 1.48 1.06l8.62-5 8.63 5a1 1 0 0 0 1.48-1.06l-1.97-9.85 7.3-6.57a1 1 0 0 0-.55-1.73l-9.86-1.28-4.12-8.88a1 1 0 0 0-1.82 0z"
></path></svg
><span aria-hidden="true" class="ru0q88m dir dir-ltr"
>4.93 (256)</span
></span
>
<p
class="n1nue62c f1m3zhlw t6mzqp7 dir dir-ltr"
data-testid="listing-card-name"
>
舒适房源，距离市中心5分钟车程
</p>
<p class="s4ddf4l n1nue62c f1m3zhlw dir dir-ltr">
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.
</p>
<p class="n1nue62c f1m3zhlw dir dir-ltr">10月14日至21日</p>
<div class="cyjufhz p8bhhzl f1m3zhlw dir dir-ltr">
<span aria-hidden="true" class="piy2wzv dir dir-ltr"
>￥1,068</span
><span aria-hidden="true"> \x3C!-- -->/晚</span
><span class="s14ffc1j dir dir-ltr">每晚 ￥1,068</span>
</div>
</div></a
>
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" />
<img
src="https://z1.muscache.cn/im/pictures/1f55a7c1-021f-4eb5-8e35-6473e16d7fef.jpg?aki_policy=large"
loading="lazy"
alt=""
class="iotvkpj dir dir-ltr"
/></picture>
<div class="b14un2cd g12fuxtb f9iqyua dir dir-ltr">
<span class="a8jt5op dir dir-ltr">房客推荐</span>
<div aria-hidden="true" class="t1qa5xaj dir dir-ltr">
房客推荐
</div>
</div>
<div class="cbheav2 dir dir-ltr">
<h3
class="t1jojoys n1nue62c dir dir-ltr"
data-testid="listing-card-title"
>
客房 ｜ 威奇托（Wichita）
</h3>
<span class="r4a59j5 dir dir-ltr"
><span class="a8jt5op dir dir-ltr"
>平均评分 4.99 分（满分 5 分），共 100 条评价</span
><svg
xmlns="http://www.w3.org/2000/svg"
viewBox="0 0 32 32"
style="display:block;height:12px;width:12px;fill:currentColor"
aria-hidden="true"
role="presentation"
focusable="false"
>
<path
fill-rule="evenodd"
d="m15.1 1.58-4.13 8.88-9.86 1.27a1 1 0 0 0-.54 1.74l7.3 6.57-1.97 9.85a1 1 0 0 0 1.48 1.06l8.62-5 8.63 5a1 1 0 0 0 1.48-1.06l-1.97-9.85 7.3-6.57a1 1 0 0 0-.55-1.73l-9.86-1.28-4.12-8.88a1 1 0 0 0-1.82 0z"
></path></svg
><span aria-hidden="true" class="ru0q88m dir dir-ltr"
>4.99 (100)</span
></span
>
<p
class="n1nue62c f1m3zhlw t6mzqp7 dir dir-ltr"
data-testid="listing-card-name"
>
树屋
</p>
<p class="s4ddf4l n1nue62c f1m3zhlw dir dir-ltr">
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.
</p>
<p class="n1nue62c f1m3zhlw dir dir-ltr">6月25日至7月2日</p>
<div class="cyjufhz p8bhhzl f1m3zhlw dir dir-ltr">
<span aria-hidden="true" class="piy2wzv dir dir-ltr"
>￥683</span
><span aria-hidden="true"> \x3C!-- -->/晚</span
><span class="s14ffc1j dir dir-ltr">每晚 ￥683</span>
</div>
</div></a
>
</div>
<div aria-hidden="true" class="sjvtr3d dir dir-ltr">
<a
aria-label="袖珍小屋 ｜ 威奇托（Wichita）"
class="cbkobxh dir dir-ltr"
href="/s/homes?dynamic_product_ids%5B%5D=24893823&omni_page_id=36021&place_id=ChIJLRh_0mrbuocRPj3TdL_VlpM"
target="_blank"
rel="noreferrer"
data-nosnippet="true"
tabindex="-1"
><picture class="p1h9elqm dir dir-ltr"
><source
class="s1yu4uxa dir dir-ltr"
srcset="
https://z1.muscache.cn/im/pictures/5205dac7-dd2a-4f91-8027-a4c0e52b4fae.jpg?im_w=320 1x,
https://z1.muscache.cn/im/pictures/5205dac7-dd2a-4f91-8027-a4c0e52b4fae.jpg?im_w=720 2x
"
media="(min-width: 744px)" />
<source
class="s1yu4uxa dir dir-ltr"
srcset="
https://z1.muscache.cn/im/pictures/5205dac7-dd2a-4f91-8027-a4c0e52b4fae.jpg?im_w=480 1x,
https://z1.muscache.cn/im/pictures/5205dac7-dd2a-4f91-8027-a4c0e52b4fae.jpg?im_w=960 2x
"
media="(min-width: 375px)" />
<source
class="s1yu4uxa dir dir-ltr"
srcset="
https://z1.muscache.cn/im/pictures/5205dac7-dd2a-4f91-8027-a4c0e52b4fae.jpg?im_w=320 1x,
https://z1.muscache.cn/im/pictures/5205dac7-dd2a-4f91-8027-a4c0e52b4fae.jpg?im_w=720 2x
" />
<img
src="https://z1.muscache.cn/im/pictures/5205dac7-dd2a-4f91-8027-a4c0e52b4fae.jpg?aki_policy=large"
loading="lazy"
alt=""
class="iotvkpj dir dir-ltr"
/></picture>
<div class="b14un2cd movpp6a f9iqyua dir dir-ltr">
<span class="a8jt5op dir dir-ltr">超赞房东</span>
<div aria-hidden="true" class="t1qa5xaj dir dir-ltr">
超赞房东
</div>
</div>
<div class="cbheav2 dir dir-ltr">
<h3
class="t1jojoys n1nue62c dir dir-ltr"
data-testid="listing-card-title"
>
袖珍小屋 ｜ 威奇托（Wichita）
</h3>
<span class="r4a59j5 dir dir-ltr"
><span class="a8jt5op dir dir-ltr"
>平均评分 4.87 分（满分 5 分），共 800 条评价</span
><svg
xmlns="http://www.w3.org/2000/svg"
viewBox="0 0 32 32"
style="display:block;height:12px;width:12px;fill:currentColor"
aria-hidden="true"
role="presentation"
focusable="false"
>
<path
fill-rule="evenodd"
d="m15.1 1.58-4.13 8.88-9.86 1.27a1 1 0 0 0-.54 1.74l7.3 6.57-1.97 9.85a1 1 0 0 0 1.48 1.06l8.62-5 8.63 5a1 1 0 0 0 1.48-1.06l-1.97-9.85 7.3-6.57a1 1 0 0 0-.55-1.73l-9.86-1.28-4.12-8.88a1 1 0 0 0-1.82 0z"
></path></svg
><span aria-hidden="true" class="ru0q88m dir dir-ltr"
>4.87 (800)</span
></span
>
<p
class="n1nue62c f1m3zhlw t6mzqp7 dir dir-ltr"
data-testid="listing-card-name"
>
小巷小房子：距离老城区5个街区！
</p>
<p class="s4ddf4l n1nue62c f1m3zhlw dir dir-ltr">
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!
</p>
<p class="n1nue62c f1m3zhlw dir dir-ltr">8月1日至8日</p>
<div class="cyjufhz p8bhhzl f1m3zhlw dir dir-ltr">
<span aria-hidden="true" class="piy2wzv dir dir-ltr"
>￥589</span
><span aria-hidden="true"> \x3C!-- -->/晚</span
><span class="s14ffc1j dir dir-ltr">每晚 ￥589</span>
</div>
</div></a
>
</div>
<div aria-hidden="true" class="sjvtr3d dir dir-ltr">
<a
aria-label="民居 ｜ 威奇托（Wichita）"
class="cbkobxh dir dir-ltr"
href="/s/homes?dynamic_product_ids%5B%5D=792178978933830608&omni_page_id=36021&place_id=ChIJLRh_0mrbuocRPj3TdL_VlpM"
target="_blank"
rel="noreferrer"
data-nosnippet="true"
tabindex="-1"
><picture class="p1h9elqm dir dir-ltr"
><source
class="s1yu4uxa dir dir-ltr"
srcset="
https://z1.muscache.cn/im/pictures/miso/Hosting-792178978933830608/original/75a7613c-e435-45fb-9db4-e4163921254b.jpeg?im_w=320 1x,
https://z1.muscache.cn/im/pictures/miso/Hosting-792178978933830608/original/75a7613c-e435-45fb-9db4-e4163921254b.jpeg?im_w=720 2x
"
media="(min-width: 744px)" />
<source
class="s1yu4uxa dir dir-ltr"
srcset="
https://z1.muscache.cn/im/pictures/miso/Hosting-792178978933830608/original/75a7613c-e435-45fb-9db4-e4163921254b.jpeg?im_w=480 1x,
https://z1.muscache.cn/im/pictures/miso/Hosting-792178978933830608/original/75a7613c-e435-45fb-9db4-e4163921254b.jpeg?im_w=960 2x
"
media="(min-width: 375px)" />
<source
class="s1yu4uxa dir dir-ltr"
srcset="
https://z1.muscache.cn/im/pictures/miso/Hosting-792178978933830608/original/75a7613c-e435-45fb-9db4-e4163921254b.jpeg?im_w=320 1x,
https://z1.muscache.cn/im/pictures/miso/Hosting-792178978933830608/original/75a7613c-e435-45fb-9db4-e4163921254b.jpeg?im_w=720 2x
" />
<img
src="https://z1.muscache.cn/im/pictures/miso/Hosting-792178978933830608/original/75a7613c-e435-45fb-9db4-e4163921254b.jpeg?aki_policy=large"
loading="lazy"
alt=""
class="iotvkpj dir dir-ltr"
/></picture>
<div class="b14un2cd g12fuxtb f9iqyua dir dir-ltr">
<span class="a8jt5op dir dir-ltr">房客推荐</span>
<div aria-hidden="true" class="t1qa5xaj dir dir-ltr">
房客推荐
</div>
</div>
<div class="cbheav2 dir dir-ltr">
<h3
class="t1jojoys n1nue62c dir dir-ltr"
data-testid="listing-card-title"
>
民居 ｜ 威奇托（Wichita）
</h3>
<span class="r4a59j5 dir dir-ltr"
><span class="a8jt5op dir dir-ltr"
>平均评分 4.88 分（满分 5 分），共 102 条评价</span
><svg
xmlns="http://www.w3.org/2000/svg"
viewBox="0 0 32 32"
style="display:block;height:12px;width:12px;fill:currentColor"
aria-hidden="true"
role="presentation"
focusable="false"
>
<path
fill-rule="evenodd"
d="m15.1 1.58-4.13 8.88-9.86 1.27a1 1 0 0 0-.54 1.74l7.3 6.57-1.97 9.85a1 1 0 0 0 1.48 1.06l8.62-5 8.63 5a1 1 0 0 0 1.48-1.06l-1.97-9.85 7.3-6.57a1 1 0 0 0-.55-1.73l-9.86-1.28-4.12-8.88a1 1 0 0 0-1.82 0z"
></path></svg
><span aria-hidden="true" class="ru0q88m dir dir-ltr"
>4.88 (102)</span
></span
>
<p
class="n1nue62c f1m3zhlw t6mzqp7 dir dir-ltr"
data-testid="listing-card-name"
>
位于威奇塔（ Wichita ）中心的舒适房源
</p>
<p class="s4ddf4l n1nue62c f1m3zhlw dir dir-ltr">
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.
</p>
<p class="n1nue62c f1m3zhlw dir dir-ltr">3月16日至23日</p>
<div class="cyjufhz p8bhhzl f1m3zhlw dir dir-ltr">
<span aria-hidden="true" class="piy2wzv dir dir-ltr"
>￥1,094</span
><span aria-hidden="true"> \x3C!-- -->/晚</span
><span class="s14ffc1j dir dir-ltr">每晚 ￥1,094</span>
</div>
</div></a
>
</div>
<div aria-hidden="true" class="sjvtr3d dir dir-ltr">
<a
aria-label="民居 ｜ 威奇托（Wichita）"
class="cbkobxh dir dir-ltr"
href="/s/homes?dynamic_product_ids%5B%5D=32114722&omni_page_id=36021&place_id=ChIJLRh_0mrbuocRPj3TdL_VlpM"
target="_blank"
rel="noreferrer"
data-nosnippet="true"
tabindex="-1"
><picture class="p1h9elqm dir dir-ltr"
><source
class="s1yu4uxa dir dir-ltr"
srcset="
https://z1.muscache.cn/im/pictures/5e755fa0-74a5-400c-b33d-427e56f84330.jpg?im_w=320 1x,
https://z1.muscache.cn/im/pictures/5e755fa0-74a5-400c-b33d-427e56f84330.jpg?im_w=720 2x
"
media="(min-width: 744px)" />
<source
class="s1yu4uxa dir dir-ltr"
srcset="
https://z1.muscache.cn/im/pictures/5e755fa0-74a5-400c-b33d-427e56f84330.jpg?im_w=480 1x,
https://z1.muscache.cn/im/pictures/5e755fa0-74a5-400c-b33d-427e56f84330.jpg?im_w=960 2x
"
media="(min-width: 375px)" />
<source
class="s1yu4uxa dir dir-ltr"
srcset="
https://z1.muscache.cn/im/pictures/5e755fa0-74a5-400c-b33d-427e56f84330.jpg?im_w=320 1x,
https://z1.muscache.cn/im/pictures/5e755fa0-74a5-400c-b33d-427e56f84330.jpg?im_w=720 2x
" />
<img
src="https://z1.muscache.cn/im/pictures/5e755fa0-74a5-400c-b33d-427e56f84330.jpg?aki_policy=large"
loading="lazy"
alt=""
class="iotvkpj dir dir-ltr"
/></picture>
<div class="b14un2cd g12fuxtb f9iqyua dir dir-ltr">
<span class="a8jt5op dir dir-ltr">房客推荐</span>
<div aria-hidden="true" class="t1qa5xaj dir dir-ltr">
房客推荐
</div>
</div>
<div class="cbheav2 dir dir-ltr">
<h3
class="t1jojoys n1nue62c dir dir-ltr"
data-testid="listing-card-title"
>
民居 ｜ 威奇托（Wichita）
</h3>
<span class="r4a59j5 dir dir-ltr"
><span class="a8jt5op dir dir-ltr"
>平均评分 4.99 分（满分 5 分），共 153 条评价</span
><svg
xmlns="http://www.w3.org/2000/svg"
viewBox="0 0 32 32"
style="display:block;height:12px;width:12px;fill:currentColor"
aria-hidden="true"
role="presentation"
focusable="false"
>
<path
fill-rule="evenodd"
d="m15.1 1.58-4.13 8.88-9.86 1.27a1 1 0 0 0-.54 1.74l7.3 6.57-1.97 9.85a1 1 0 0 0 1.48 1.06l8.62-5 8.63 5a1 1 0 0 0 1.48-1.06l-1.97-9.85 7.3-6.57a1 1 0 0 0-.55-1.73l-9.86-1.28-4.12-8.88a1 1 0 0 0-1.82 0z"
></path></svg
><span aria-hidden="true" class="ru0q88m dir dir-ltr"
>4.99 (153)</span
></span
>
<p
class="n1nue62c f1m3zhlw t6mzqp7 dir dir-ltr"
data-testid="listing-card-name"
>
ICT Farmhouse-Charming Two Bedroom Home
</p>
<p class="s4ddf4l n1nue62c f1m3zhlw dir dir-ltr">
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!
</p>
<p class="n1nue62c f1m3zhlw dir dir-ltr">4月28日至5月5日</p>
<div class="cyjufhz p8bhhzl f1m3zhlw dir dir-ltr">
<span aria-hidden="true" class="piy2wzv dir dir-ltr"
>￥670</span
><span aria-hidden="true"> \x3C!-- -->/晚</span
><span class="s14ffc1j dir dir-ltr">每晚 ￥670</span>
</div>
</div></a
>
</div>
</div>
</div>
</div>
</div>
</div>View the srcResult (img url) returned by AI after parsing the HTML according to our instructions
{
"elements": [
{
"src": "https://z1.muscache.cn/im/pictures/miso/Hosting-45937791/original/c67d32ed-21eb-4066-8cef-650dcd45bada.jpeg?im_w=720"
},
{
"src": "https://z1.muscache.cn/im/pictures/df3493cf-39b2-46cc-9e85-7ef186980f25.jpg?im_w=720"
},
{
"src": "https://z1.muscache.cn/im/pictures/52d375d3-5e54-444b-8186-15e61a592d9a.jpg?im_w=720"
},
{
"src": "https://z1.muscache.cn/im/pictures/4ce87a7c-cbce-4e6e-97ea-38840518e1c4.jpg?im_w=720"
},
{
"src": "https://z1.muscache.cn/im/pictures/miso/Hosting-661881998531696630/original/c7f7769f-e56c-4d55-8e74-06fdaf3e048d.jpeg?im_w=720"
},
{
"src": "https://z1.muscache.cn/im/pictures/miso/Hosting-50620715/original/650ba8af-3f77-41ce-8c93-0cf502a8656d.jpeg?im_w=720"
},
{
"src": "https://z1.muscache.cn/im/pictures/b899a44f-e5dd-4ee8-9116-13a5c79fb3d6.jpg?im_w=720"
},
{
"src": "https://z1.muscache.cn/im/pictures/a2820abe-20bc-4898-a0ee-17f3c974158b.jpg?im_w=720"
},
{
"src": "https://z1.muscache.cn/im/pictures/1f55a7c1-021f-4eb5-8e35-6473e16d7fef.jpg?im_w=720"
},
{
"src": "https://z1.muscache.cn/im/pictures/5205dac7-dd2a-4f91-8027-a4c0e52b4fae.jpg?im_w=720"
},
{
"src": "https://z1.muscache.cn/im/pictures/miso/Hosting-792178978933830608/original/75a7613c-e435-45fb-9db4-e4163921254b.jpeg?im_w=720"
},
{
"src": "https://z1.muscache.cn/im/pictures/bafaacfa-1644-4a3b-9165-bcd831924cc6.jpg?im_w=720"
}
],
"type": "multiple"
}[!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.
Documentations: English | 简体中文 | V9 English | V9 简体中文
Community: Discord
If you have questions, requirements, and good suggestions, you can raise Issues in GitHub Issues.
MIT License Copyright (c) 2023-present CoderHXL
For Tasks:
Click tags to check more tools for each tasksFor Jobs:
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Zep is a long-term memory service for AI Assistant apps. With Zep, you can provide AI assistants with the ability to recall past conversations, no matter how distant, while also reducing hallucinations, latency, and cost. Zep persists and recalls chat histories, and automatically generates summaries and other artifacts from these chat histories. It also embeds messages and summaries, enabling you to search Zep for relevant context from past conversations. Zep does all of this asyncronously, ensuring these operations don't impact your user's chat experience. Data is persisted to database, allowing you to scale out when growth demands. Zep also provides a simple, easy to use abstraction for document vector search called Document Collections. This is designed to complement Zep's core memory features, but is not designed to be a general purpose vector database. Zep allows you to be more intentional about constructing your prompt: 1. automatically adding a few recent messages, with the number customized for your app; 2. a summary of recent conversations prior to the messages above; 3. and/or contextually relevant summaries or messages surfaced from the entire chat session. 4. and/or relevant Business data from Zep Document Collections.
RLHF-Reward-Modeling
This repository contains code for training reward models for Deep Reinforcement Learning-based Reward-modulated Hierarchical Fine-tuning (DRL-based RLHF), Iterative Selection Fine-tuning (Rejection sampling fine-tuning), and iterative Decision Policy Optimization (DPO). The reward models are trained using a Bradley-Terry model based on the Gemma and Mistral language models. The resulting reward models achieve state-of-the-art performance on the RewardBench leaderboard for reward models with base models of up to 13B parameters.
RAG-FiT
RAG-FiT is a library designed to improve Language Models' ability to use external information by fine-tuning models on specially created RAG-augmented datasets. The library assists in creating training data, training models using parameter-efficient finetuning (PEFT), and evaluating performance using RAG-specific metrics. It is modular, customizable via configuration files, and facilitates fast prototyping and experimentation with various RAG settings and configurations.
llmblueprint
LLM Blueprint is an official implementation of a paper that enables text-to-image generation with complex and detailed prompts. It leverages Large Language Models (LLMs) to extract critical components from text prompts, including bounding box coordinates for foreground objects, detailed textual descriptions for individual objects, and a succinct background context. The tool operates in two phases: Global Scene Generation creates an initial scene using object layouts and background context, and an Iterative Refinement Scheme refines box-level content to align with textual descriptions, ensuring consistency and improving recall compared to baseline diffusion models.
SwiftSage
SwiftSage is a tool designed for conducting experiments in the field of machine learning and artificial intelligence. It provides a platform for researchers and developers to implement and test various algorithms and models. The tool is particularly useful for exploring new ideas and conducting experiments in a controlled environment. SwiftSage aims to streamline the process of developing and testing machine learning models, making it easier for users to iterate on their ideas and achieve better results. With its user-friendly interface and powerful features, SwiftSage is a valuable tool for anyone working in the field of AI and ML.
RAGFoundry
RAG Foundry is a library designed to enhance Large Language Models (LLMs) by fine-tuning models on RAG-augmented datasets. It helps create training data, train models using parameter-efficient finetuning (PEFT), and measure performance using RAG-specific metrics. The library is modular, customizable using configuration files, and facilitates prototyping with various RAG settings and configurations for tasks like data processing, retrieval, training, inference, and evaluation.
bocoel
BoCoEL is a tool that leverages Bayesian Optimization to efficiently evaluate large language models by selecting a subset of the corpus for evaluation. It encodes individual entries into embeddings, uses Bayesian optimization to select queries, retrieves from the corpus, and provides easily managed evaluations. The tool aims to reduce computation costs during evaluation with a dynamic budget, supporting models like GPT2, Pythia, and LLAMA through integration with Hugging Face transformers and datasets. BoCoEL offers a modular design and efficient representation of the corpus to enhance evaluation quality.
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x-crawl
x-crawl is a flexible Node.js AI-assisted crawler library that offers powerful AI assistance functions to make crawler work more efficient, intelligent, and convenient. It consists of a crawler API and various functions that can work normally even without relying on AI. The AI component is currently based on a large AI model provided by OpenAI, simplifying many tedious operations. The library supports crawling dynamic pages, static pages, interface data, and file data, with features like control page operations, device fingerprinting, asynchronous sync, interval crawling, failed retry handling, rotation proxy, priority queue, crawl information control, and TypeScript support.
langchain_dart
LangChain.dart is a Dart port of the popular LangChain Python framework created by Harrison Chase. LangChain provides a set of ready-to-use components for working with language models and a standard interface for chaining them together to formulate more advanced use cases (e.g. chatbots, Q&A with RAG, agents, summarization, extraction, etc.). The components can be grouped into a few core modules: * **Model I/O:** LangChain offers a unified API for interacting with various LLM providers (e.g. OpenAI, Google, Mistral, Ollama, etc.), allowing developers to switch between them with ease. Additionally, it provides tools for managing model inputs (prompt templates and example selectors) and parsing the resulting model outputs (output parsers). * **Retrieval:** assists in loading user data (via document loaders), transforming it (with text splitters), extracting its meaning (using embedding models), storing (in vector stores) and retrieving it (through retrievers) so that it can be used to ground the model's responses (i.e. Retrieval-Augmented Generation or RAG). * **Agents:** "bots" that leverage LLMs to make informed decisions about which available tools (such as web search, calculators, database lookup, etc.) to use to accomplish the designated task. The different components can be composed together using the LangChain Expression Language (LCEL).
nlp-llms-resources
The 'nlp-llms-resources' repository is a comprehensive resource list for Natural Language Processing (NLP) and Large Language Models (LLMs). It covers a wide range of topics including traditional NLP datasets, data acquisition, libraries for NLP, neural networks, sentiment analysis, optical character recognition, information extraction, semantics, topic modeling, multilingual NLP, domain-specific LLMs, vector databases, ethics, costing, books, courses, surveys, aggregators, newsletters, papers, conferences, and societies. The repository provides valuable information and resources for individuals interested in NLP and LLMs.
sycamore
Sycamore is a conversational search and analytics platform for complex unstructured data, such as documents, presentations, transcripts, embedded tables, and internal knowledge repositories. It retrieves and synthesizes high-quality answers through bringing AI to data preparation, indexing, and retrieval. Sycamore makes it easy to prepare unstructured data for search and analytics, providing a toolkit for data cleaning, information extraction, enrichment, summarization, and generation of vector embeddings that encapsulate the semantics of data. Sycamore uses your choice of generative AI models to make these operations simple and effective, and it enables quick experimentation and iteration. Additionally, Sycamore uses OpenSearch for indexing, enabling hybrid (vector + keyword) search, retrieval-augmented generation (RAG) pipelining, filtering, analytical functions, conversational memory, and other features to improve information retrieval.
langroid
Langroid is a Python framework that makes it easy to build LLM-powered applications. It uses a multi-agent paradigm inspired by the Actor Framework, where you set up Agents, equip them with optional components (LLM, vector-store and tools/functions), assign them tasks, and have them collaboratively solve a problem by exchanging messages. Langroid is a fresh take on LLM app-development, where considerable thought has gone into simplifying the developer experience; it does not use Langchain.
ontogpt
OntoGPT is a Python package for extracting structured information from text using large language models, instruction prompts, and ontology-based grounding. It provides a command line interface and a minimal web app for easy usage. The tool has been evaluated on test data and is used in related projects like TALISMAN for gene set analysis. OntoGPT enables users to extract information from text by specifying relevant terms and provides the extracted objects as output.
document-ai-samples
The Google Cloud Document AI Samples repository contains code samples and Community Samples demonstrating how to analyze, classify, and search documents using Google Cloud Document AI. It includes various projects showcasing different functionalities such as integrating with Google Drive, processing documents using Python, content moderation with Dialogflow CX, fraud detection, language extraction, paper summarization, tax processing pipeline, and more. The repository also provides access to test document files stored in a publicly-accessible Google Cloud Storage Bucket. Additionally, there are codelabs available for optical character recognition (OCR), form parsing, specialized processors, and managing Document AI processors. Community samples, like the PDF Annotator Sample, are also included. Contributions are welcome, and users can seek help or report issues through the repository's issues page. Please note that this repository is not an officially supported Google product and is intended for demonstrative purposes only.
llm-graph-builder
Knowledge Graph Builder App is a tool designed to convert PDF documents into a structured knowledge graph stored in Neo4j. It utilizes OpenAI's GPT/Diffbot LLM to extract nodes, relationships, and properties from PDF text content. Users can upload files from local machine or S3 bucket, choose LLM model, and create a knowledge graph. The app integrates with Neo4j for easy visualization and querying of extracted information.
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sweep
Sweep is an AI junior developer that turns bugs and feature requests into code changes. It automatically handles developer experience improvements like adding type hints and improving test coverage.
teams-ai
The Teams AI Library is a software development kit (SDK) that helps developers create bots that can interact with Teams and Microsoft 365 applications. It is built on top of the Bot Framework SDK and simplifies the process of developing bots that interact with Teams' artificial intelligence capabilities. The SDK is available for JavaScript/TypeScript, .NET, and Python.
ai-guide
This guide is dedicated to Large Language Models (LLMs) that you can run on your home computer. It assumes your PC is a lower-end, non-gaming setup.
classifai
Supercharge WordPress Content Workflows and Engagement with Artificial Intelligence. Tap into leading cloud-based services like OpenAI, Microsoft Azure AI, Google Gemini and IBM Watson to augment your WordPress-powered websites. Publish content faster while improving SEO performance and increasing audience engagement. ClassifAI integrates Artificial Intelligence and Machine Learning technologies to lighten your workload and eliminate tedious tasks, giving you more time to create original content that matters.
chatbot-ui
Chatbot UI is an open-source AI chat app that allows users to create and deploy their own AI chatbots. It is easy to use and can be customized to fit any need. Chatbot UI is perfect for businesses, developers, and anyone who wants to create a chatbot.
BricksLLM
BricksLLM is a cloud native AI gateway written in Go. Currently, it provides native support for OpenAI, Anthropic, Azure OpenAI and vLLM. BricksLLM aims to provide enterprise level infrastructure that can power any LLM production use cases. Here are some use cases for BricksLLM: * Set LLM usage limits for users on different pricing tiers * Track LLM usage on a per user and per organization basis * Block or redact requests containing PIIs * Improve LLM reliability with failovers, retries and caching * Distribute API keys with rate limits and cost limits for internal development/production use cases * Distribute API keys with rate limits and cost limits for students
uAgents
uAgents is a Python library developed by Fetch.ai that allows for the creation of autonomous AI agents. These agents can perform various tasks on a schedule or take action on various events. uAgents are easy to create and manage, and they are connected to a fast-growing network of other uAgents. They are also secure, with cryptographically secured messages and wallets.
griptape
Griptape is a modular Python framework for building AI-powered applications that securely connect to your enterprise data and APIs. It offers developers the ability to maintain control and flexibility at every step. Griptape's core components include Structures (Agents, Pipelines, and Workflows), Tasks, Tools, Memory (Conversation Memory, Task Memory, and Meta Memory), Drivers (Prompt and Embedding Drivers, Vector Store Drivers, Image Generation Drivers, Image Query Drivers, SQL Drivers, Web Scraper Drivers, and Conversation Memory Drivers), Engines (Query Engines, Extraction Engines, Summary Engines, Image Generation Engines, and Image Query Engines), and additional components (Rulesets, Loaders, Artifacts, Chunkers, and Tokenizers). Griptape enables developers to create AI-powered applications with ease and efficiency.