{"id":16177,"date":"2022-11-01T09:09:34","date_gmt":"2022-11-01T09:09:34","guid":{"rendered":"https:\/\/www.searchenginejournal.com\/semantic-search-with-vectors\/467574\/"},"modified":"2022-11-01T09:09:34","modified_gmt":"2022-11-01T09:09:34","slug":"semantic-search-with-vectors-via-sejournal-dcoates","status":"publish","type":"post","link":"https:\/\/marketingnewsbox.com\/?p=16177","title":{"rendered":"Semantic Search With Vectors via @sejournal, @dcoates"},"content":{"rendered":"
<\/div>\n

If you\u2019ve been following the latest news in search, you\u2019ve probably heard about vector search<\/a>. <\/span><\/p>\n

And you may have even started to dig into the topic to try to learn more about it, only to come out the other end confused. Didn\u2019t you leave that math back in college?<\/span><\/p>\n

Building vector search is difficult. Understanding it doesn\u2019t have to be. <\/span><\/p>\n

And understanding that vector search isn\u2019t the future, hybrid search is \u2013 that\u2019s just as important.<\/span><\/p>\n

What Are Vectors?<\/h2>\n

When we talk about vectors in the context of machine learning, we mean this: Vectors are groups of numbers that represent something.<\/span><\/p>\n

That thing could be an image, a word, or nearly anything. <\/span><\/p>\n

The questions, of course, are why those vectors are useful and how they are created.<\/span><\/p>\n

Let\u2019s look first at where those vectors come from. The short answer: Machine learning. <\/span><\/p>\n

Jay Alammar has perhaps the best blog post ever written on <\/span>what vectors are<\/span><\/a>. <\/span><\/p>\n

As a summary, though, machine learning models input items (let\u2019s assume just words from here on out) and try to figure out the best formulas to predict something else.<\/span><\/p>\n

For example, you may have a model that takes in the word \u201cbee,\u201d and it is trying to figure out the best formulas that will accurately predict that \u201cbee\u201d is seen in similar contexts as \u201cinsects\u201d and \u201cwasps.\u201d <\/span><\/p>\n

Once that model has that best formula, it can transform the word \u201cbee\u201d into a group of numbers that just so happen to be similar to the group of numbers for \u201cinsects\u201d and \u201cwasps.\u201d<\/span><\/p>\n

Why Vectors Are Powerful<\/h3>\n

Vectors are really powerful for this reason: <\/span>Large language models like Generative Pre-trained Transformer 3 (GPT-3) or those from Google take into account billions of words and sentences, so they can start to make these connections and become really intelligent. <\/span><\/p>\n

It\u2019s easy to understand why people are so excited to apply that intelligence to search.<\/span><\/p>\n

Some are even saying that <\/span>vector search will replace the keyword search<\/span><\/a> we\u2019ve known and loved for decades.<\/span><\/p>\n

The thing is, though, that vector search is not replacing keyword search whole-cloth. <\/span>To think that keyword search won\u2019t retain immense value places too much optimism in the new and shiny. <\/span><\/p>\n

Vector search and keyword searches each have their own strengths, and they work best when they work together.<\/span><\/p>\n

Vector Search For Long Tail Queries<\/h3>\n

If you work in search, you are likely intimately familiar with the long tail of queries. <\/span><\/p>\n

This concept, <\/span>popularized by Chris Anderson to describe digital content<\/span><\/a>, says that there are some items (for search queries) that are much more popular than everything else, but that there are lots of individual items that are still wanted by someone. <\/span><\/p>\n

So it is with search. <\/span><\/p>\n

A few queries (also called \u201chead\u201d queries) are each searched a lot, but the great majority of queries are searched very little \u2013 maybe even just a single time. <\/span><\/p>\n

Numbers will differ from site to site, but on an average site, about a third of total searches may come from just a few dozen queries, while nearly half of search volume comes from queries that are outside the 1,000 most popular.<\/span><\/p>\n

Long tail queries tend to be longer, and they might even be natural language queries. <\/span><\/p>\n

Research from my company Algolia showed that 75% of queries are two or fewer words. 90% of queries are four or fewer words. Then, to get to 99% of queries, you need 13 words!<\/span><\/p>\n

However, they aren\u2019t always long, they could just be obscure. <\/span>For a women\u2019s fashion website, \u201cmauve dress\u201d could be a long tail query because people don\u2019t ask for that color very often. \u201cWristlet\u201d might likewise be a seldom-seen query, even if the website does have bracelets for sale.<\/span><\/p>\n

Vector search generally works great for long tail queries. It can understand that wristlets are similar to bracelets, and surface the bracelets even without synonyms set up. It can show pink or purple dresses when someone searches for something in mauve.<\/span><\/p>\n

Vector search can even work well for those long or natural language queries. <\/span>\u201cSomething to keep my drinks cold\u201d will bring up refrigerators in well-tuned vector search, whereas, with keyword search, you better hope that text is somewhere in a product description.<\/span><\/p>\n

In other words, vector search increases the recall of search results, or how many results are found.<\/span><\/p>\n

How Vector Search Works<\/h2>\n

Vector search<\/a> does this by taking those groups of numbers we described above and having the vector search engine ask, \u201cIf I were to graph these groups of numbers as lines, which would be closest together?\u201d<\/span><\/p>\n

An easy way to conceptualize this is to think of groups that have just two numbers. The group [1,2] is going to be closer to the group [2,2] than it would be to the group [2,500].<\/span><\/p>\n

(Of course, since vectors have dozens of numbers within them, they are being \u201cgraphed\u201d in dozens of dimensions, which isn\u2019t so easy to visualize.)<\/span><\/p>\n

This approach to determining similarity is powerful because the vectors representing words like \u201cdoctor\u201d and \u201cmedicine\u201d are going to be \u201cgraphed\u201d much more similar than the words \u201cdoctor\u201d and \u201crock\u201d would be.<\/span><\/p>\n

Downsides To Vector Search<\/h3>\n

However, there are downsides to vector search. <\/span><\/p>\n

First is the cost. All of that machine learning that we discussed above? It has costs. <\/span><\/p>\n

Storing the vectors is more expensive than storing a keyword-based search index, for one thing. Searching on those vectors is also slower than a keyword search in most cases.<\/span><\/p>\n

Now, hashing can mitigate both of these problems. <\/span><\/p>\n

Yes, we\u2019re introducing more technical concepts, but this is another one that\u2019s fairly simple to understand the basics. <\/span><\/p>\n

Hashing performs a series of steps to transform some piece of information (like a string or a number) into a number, which takes up less memory than the original information.<\/span><\/p>\n

It turns out that we can also use <\/span>hashing to reduce the sizes of vectors<\/span><\/a> while still maintaining what makes vectors useful: their ability to match conceptually similar items. <\/span><\/p>\n

Through using hashing, we can make vector searches much faster and have the vectors use less room overall. <\/span><\/p>\n

The details are highly technical, but what\u2019s important is understanding that it is possible.<\/span><\/p>\n

The Continued Usefulness Of Keyword Search<\/h2>\n

This doesn\u2019t mean that keyword search isn\u2019t still useful! Keyword search is generally faster than vector search. <\/span><\/p>\n

Additionally, it is easier to understand why results are ranked the way they are<\/a>.<\/span><\/p>\n

Take the example of the query \u201ctexas\u201d and \u201ctejano\u201d and \u201cstate\u201d as potential word matches. Clearly, \u201ctejano\u201d is closer if we look at the comparison from a pure keyword search perspective. It\u2019s not so easy to tell, however, which would be closer from a vector search approach.<\/span><\/p>\n

Keyword-based search understands \u201ctexas\u201d as being more similar to \u201ctejano\u201d because it uses a textual-based approach to finding records. <\/span><\/p>\n

If records contain words that are exactly the same as what is in the query (or within a certain level of difference to account for typos), then the record is considered relevant and comes back in the result sets.<\/span><\/p>\n

In other words, keyword search focuses on the precision of search results, or ensuring that the records that come back are relevant, even if there are fewer of them.<\/span><\/p>\n

Keyword Search As Beneficial For Head Queries<\/h3>\n

For this reason, keyword search performs really well for head queries: those queries that are the most popular. <\/span><\/p>\n

Head queries tend to be shorter, and they are also easier to optimize for. That means that if, for whatever reason, a keyword doesn\u2019t match the right text inside a record, it\u2019s often caught through analytics, and <\/span>you can add a synonym<\/span><\/a>.<\/span><\/p>\n

Because keyword search works best for head queries and vector search works best for long tail queries, the two work best in concert. <\/span><\/p>\n

This is known as hybrid search. <\/span><\/p>\n

Hybrid search is when a search engine uses both keyword and vector search for a single query and ranks records correctly, no matter which search approach brought them about.<\/span><\/p>\n

Ranking Records Across Search Sources<\/h2>\n

Ranking records that come from two different sources is not easy. <\/span><\/p>\n

The two approaches have, by their very natures, different ways of scoring records. <\/span><\/p>\n

Vector search will return a score, while some keyword-based engines won\u2019t. Even if the keyword-based engines do return a score, there\u2019s no guarantee that the two scores are equivalent. <\/span><\/p>\n

If the scores aren\u2019t equivalent, then you can\u2019t say that a score of 0.8 from the keyword engine is more relevant than a score of 0.79 from the vector engine.<\/span><\/p>\n

Another alternative would be to run all of the results through the scoring of either the vector engine or the keyword engine. <\/span><\/p>\n

This has the benefit of getting the extra recall from the vector engine, but has some disadvantages as well. Those extra recalled results that come from the vector engine won\u2019t be rated as relevant from a keyword score, or else they would have appeared in the results set already.<\/span><\/p>\n

You could alternatively run all of the results \u2013 keyword or otherwise \u2013 through the vector scoring, but this is slow and expensive.<\/span><\/p>\n

Vector Search As A Fallback<\/h3>\n

That\u2019s why some search engines don\u2019t even attempt to blend the two, but instead will always display keyword results first, and then vector results second.<\/span><\/p>\n

The thinking here is that if a search returns zero or few results, then you can fall back to the vector results. <\/span><\/p>\n

Remember, vector search is geared toward improving recall or finding more results, and so it may find relevant results that the keyword search did not.<\/span><\/p>\n

This is a decent stopgap but is not the future of true hybrid search. <\/span><\/p>\n

True hybrid search will rank multiple different search sources in the same result set by creating a score that is comparable across different sources.<\/span><\/p>\n

There is much research into this approach today, but few are doing it well and providing their engine publicly. <\/span><\/p>\n

So what does this mean for you? <\/span><\/p>\n

Right now, the best thing you can do is probably to sit tight and stay up to date with what\u2019s happening in the industry. <\/span><\/p>\n

Vector and keyword-based hybrid search is coming in the upcoming years, and it will be available for people without data science teams. <\/span><\/p>\n

In the meantime, keyword search is still valuable and will only be improved when vector search is brought in later.<\/span><\/p>\n

More resources: <\/strong><\/p>\n

\n

Featured Image: pluie_r\/Shutterstock<\/em><\/p>\n

xoso<\/a>tin chelsea<\/a>th\u00f4ng tin chuy\u1ec3n nh\u01b0\u1ee3ng<\/a>c\u00e2u l\u1ea1c b\u1ed9 b\u00f3ng \u0111\u00e1 arsenal<\/a>b\u00f3ng \u0111\u00e1 atalanta<\/a>bundesliga<\/a>c\u1ea7u th\u1ee7 haaland<\/a>UEFA<\/a>everton<\/a>xoso<\/a>futebol ao vivo<\/a>futemax<\/a>multicanais<\/a>onbet<\/a>b\u00f3ng \u0111\u00e1 world cup<\/a>b\u00f3ng \u0111\u00e1 inter milan<\/a>tin juventus<\/a>benzema<\/a>la liga<\/a>clb leicester city<\/a>MU<\/a>man city<\/a>messi lionel<\/a>salah<\/a>napoli<\/a>neymar<\/a>psg<\/a>ronaldo<\/a>serie a<\/a>tottenham<\/a>valencia<\/a>AS ROMA<\/a>Leverkusen<\/a>ac milan<\/a>mbappe<\/a>napoli<\/a>newcastle<\/a>aston villa<\/a>liverpool<\/a>fa cup<\/a>real madrid<\/a>premier league<\/a>Ajax<\/a>bao bong da247<\/a>EPL<\/a>barcelona<\/a>bournemouth<\/a>aff cup<\/a>asean football<\/a>b\u00ean l\u1ec1 s\u00e2n c\u1ecf<\/a>b\u00e1o b\u00f3ng \u0111\u00e1 m\u1edbi<\/a>b\u00f3ng \u0111\u00e1 c\u00fap th\u1ebf gi\u1edbi<\/a>tin b\u00f3ng \u0111\u00e1 Vi\u1ec7t<\/a>UEFA<\/a>b\u00e1o b\u00f3ng \u0111\u00e1 vi\u1ec7t nam<\/a>Huy\u1ec1n tho\u1ea1i b\u00f3ng \u0111\u00e1<\/a>gi\u1ea3i ngo\u1ea1i h\u1ea1ng anh<\/a>Seagame<\/a>tap chi bong da the gioi<\/a>tin bong da lu<\/a>tr\u1eadn \u0111\u1ea5u h\u00f4m nay<\/a>vi\u1ec7t nam b\u00f3ng \u0111\u00e1<\/a>tin nong bong da<\/a>B\u00f3ng \u0111\u00e1 n\u1eef<\/a>th\u1ec3 thao 7m<\/a>24h b\u00f3ng \u0111\u00e1<\/a>b\u00f3ng \u0111\u00e1 h\u00f4m nay<\/a>the thao ngoai hang anh<\/a>tin nhanh b\u00f3ng \u0111\u00e1<\/a>ph\u00f2ng thay \u0111\u1ed3 b\u00f3ng \u0111\u00e1<\/a>b\u00f3ng \u0111\u00e1 ph\u1ee7i<\/a>k\u00e8o nh\u00e0 c\u00e1i onbet<\/a>b\u00f3ng \u0111\u00e1 lu 2<\/a>th\u00f4ng tin ph\u00f2ng thay \u0111\u1ed3<\/a>the thao vua<\/a>app \u0111\u00e1nh l\u00f4 \u0111\u1ec1<\/a>dudoanxoso<\/a>x\u1ed5 s\u1ed1 gi\u1ea3i \u0111\u1eb7c bi\u1ec7t<\/a>h\u00f4m nay x\u1ed5 s\u1ed1<\/a>k\u00e8o \u0111\u1eb9p h\u00f4m nay<\/a>ketquaxoso<\/a>kq xs<\/a>kqxsmn<\/a>soi c\u1ea7u ba mi\u1ec1n<\/a>soi cau thong ke<\/a>sxkt h\u00f4m nay<\/a>th\u1ebf gi\u1edbi x\u1ed5 s\u1ed1<\/a>x\u1ed5 s\u1ed1 24h<\/a>xo.so<\/a>xoso3mien<\/a>xo so ba mien<\/a>xoso dac biet<\/a>xosodientoan<\/a>x\u1ed5 s\u1ed1 d\u1ef1 \u0111o\u00e1n<\/a>v\u00e9 s\u1ed1 chi\u1ec1u x\u1ed5<\/a>xoso ket qua<\/a>xosokienthiet<\/a>xoso kq h\u00f4m nay<\/a>xoso kt<\/a>x\u1ed5 s\u1ed1 mega<\/a>x\u1ed5 s\u1ed1 m\u1edbi nh\u1ea5t h\u00f4m nay<\/a>xoso truc tiep<\/a>xoso Vi\u1ec7t<\/a>SX3MIEN<\/a>xs d\u1ef1 \u0111o\u00e1n<\/a>xs mien bac hom nay<\/a>xs mi\u00ean nam<\/a>xsmientrung<\/a>xsmn thu 7<\/a>con s\u1ed1 may m\u1eafn h\u00f4m nay<\/a>KQXS 3 mi\u1ec1n B\u1eafc Trung Nam Nhanh<\/a>d\u1ef1 \u0111o\u00e1n x\u1ed5 s\u1ed1 3 mi\u1ec1n<\/a>d\u00f2 v\u00e9 s\u1ed1<\/a>du doan xo so hom nay<\/a>ket qua xo xo<\/a>ket qua xo so.vn<\/a>tr\u00fang th\u01b0\u1edfng xo so<\/a>kq xoso tr\u1ef1c ti\u1ebfp<\/a>ket qua xs<\/a>kqxs 247<\/a>s\u1ed1 mi\u1ec1n nam<\/a>s0x0 mienbac<\/a>xosobamien h\u00f4m nay<\/a>s\u1ed1 \u0111\u1eb9p h\u00f4m nay<\/a>s\u1ed1 \u0111\u1eb9p tr\u1ef1c tuy\u1ebfn<\/a>nu\u00f4i s\u1ed1 \u0111\u1eb9p<\/a>xo so hom qua<\/a>xoso ketqua<\/a>xstruc tiep hom nay<\/a>x\u1ed5 s\u1ed1 ki\u1ebfn thi\u1ebft tr\u1ef1c ti\u1ebfp<\/a>x\u1ed5 s\u1ed1 kq h\u00f4m nay<\/a>so xo kq tr\u1ef1c tuyen<\/a>k\u1ebft qu\u1ea3 x\u1ed5 s\u1ed1 mi\u1ec1n b\u1eafc tr\u1ef1c ti\u1ebfp<\/a>xo so mi\u1ec1n nam<\/a>x\u1ed5 s\u1ed1 mi\u1ec1n nam tr\u1ef1c ti\u1ebfp<\/a>tr\u1ef1c ti\u1ebfp x\u1ed5 s\u1ed1 h\u00f4m nay<\/a>ket wa xs<\/a>KQ XOSO<\/a>xoso online<\/a>xo so truc tiep hom nay<\/a>xstt<\/a>so mien bac trong ng\u00e0y<\/a>KQXS3M<\/a>s\u1ed1 so mien bac<\/a>du doan xo so online<\/a>du doan cau lo<\/a>x\u1ed5 s\u1ed1 keno<\/a>kqxs vn<\/a>KQXOSO<\/a>KQXS h\u00f4m nay<\/a>tr\u1ef1c ti\u1ebfp k\u1ebft qu\u1ea3 x\u1ed5 s\u1ed1 ba mi\u1ec1n<\/a>cap lo dep nhat hom nay<\/a>soi c\u1ea7u chu\u1ea9n h\u00f4m nay<\/a>so ket qua xo so<\/a>Xem k\u1ebft qu\u1ea3 x\u1ed5 s\u1ed1 nhanh nh\u1ea5t<\/a>SX3MIEN<\/a>XSMB ch\u1ee7 nh\u1eadt<\/a>KQXSMN<\/a>k\u1ebft qu\u1ea3 m\u1edf gi\u1ea3i tr\u1ef1c tuy\u1ebfn<\/a>Gi\u1edd v\u00e0ng ch\u1ed1t s\u1ed1 Online<\/a>\u0110\u00e1nh \u0110\u1ec1 Con G\u00ec<\/a>d\u00f2 s\u1ed1 mi\u1ec1n nam<\/a>d\u00f2 v\u00e9 s\u1ed1 h\u00f4m nay<\/a>so mo so de<\/a>bach th\u1ee7 l\u00f4 \u0111\u1eb9p nh\u1ea5t h\u00f4m nay<\/a>c\u1ea7u \u0111\u1ec1 h\u00f4m nay<\/a>k\u1ebft qu\u1ea3 x\u1ed5 s\u1ed1 ki\u1ebfn thi\u1ebft to\u00e0n qu\u1ed1c<\/a>cau dep 88<\/a>xsmb rong bach kim<\/a>ket qua xs 2023<\/a>d\u1ef1 \u0111o\u00e1n x\u1ed5 s\u1ed1 h\u00e0ng ng\u00e0y<\/a>B\u1ea1ch th\u1ee7 \u0111\u1ec1 mi\u1ec1n B\u1eafc<\/a>Soi C\u1ea7u MB th\u1ea7n t\u00e0i<\/a>soi cau vip 247<\/a>soi c\u1ea7u t\u1ed1t<\/a>soi c\u1ea7u mi\u1ec5n ph\u00ed<\/a>soi cau mb vip<\/a>xsmb hom nay<\/a>xs vietlott<\/a>xsmn h\u00f4m nay<\/a>c\u1ea7u l\u00f4 \u0111\u1eb9p<\/a>th\u1ed1ng k\u00ea l\u00f4 k\u00e9p x\u1ed5 s\u1ed1 mi\u1ec1n B\u1eafc<\/a>quay th\u1eed xsmn<\/a>x\u1ed5 s\u1ed1 th\u1ea7n t\u00e0i<\/a>Quay th\u1eed XSMT<\/a>x\u1ed5 s\u1ed1 chi\u1ec1u nay<\/a>xo so mien nam hom nay<\/a>web \u0111\u00e1nh l\u00f4 \u0111\u1ec1 tr\u1ef1c tuy\u1ebfn uy t\u00edn<\/a>KQXS h\u00f4m nay<\/a>xsmb ng\u00e0y h\u00f4m nay<\/a>XSMT ch\u1ee7 nh\u1eadt<\/a>x\u1ed5 s\u1ed1 Power 6\/55<\/a>KQXS A tr\u00fang roy<\/a>cao th\u1ee7 ch\u1ed1t s\u1ed1<\/a>b\u1ea3ng x\u1ed5 s\u1ed1 \u0111\u1eb7c bi\u1ec7t<\/a>soi c\u1ea7u 247 vip<\/a>soi c\u1ea7u wap 666<\/a>Soi c\u1ea7u mi\u1ec5n ph\u00ed 888 VIP<\/a>Soi Cau Chuan MB<\/a>\u0111\u1ed9c th\u1ee7 de<\/a>s\u1ed1 mi\u1ec1n b\u1eafc<\/a>th\u1ea7n t\u00e0i cho s\u1ed1K\u1ebft qu\u1ea3 x\u1ed5 s\u1ed1 th\u1ea7n t\u00e0iXem tr\u1ef1c ti\u1ebfp x\u1ed5 s\u1ed1XIN S\u1ed0 TH\u1ea6N T\u00c0I TH\u1ed4 \u0110\u1ecaAC\u1ea7u l\u00f4 s\u1ed1 \u0111\u1eb9pl\u00f4 \u0111\u1eb9p vip 24hsoi c\u1ea7u mi\u1ec5n ph\u00ed 888x\u1ed5 s\u1ed1 ki\u1ebfn thi\u1ebft chi\u1ec1u nayXSMN th\u1ee9 7 h\u00e0ng tu\u1ea7nK\u1ebft qu\u1ea3 X\u1ed5 s\u1ed1 H\u1ed3 Ch\u00ed Minhnh\u00e0 c\u00e1i x\u1ed5 s\u1ed1 Vi\u1ec7t NamX\u1ed5 S\u1ed1 \u0110\u1ea1i Ph\u00e1tX\u1ed5 s\u1ed1 m\u1edbi nh\u1ea5t H\u00f4m Nayso xo mb hom nayxxmb88quay thu mbXo so Minh ChinhXS Minh Ng\u1ecdc tr\u1ef1c ti\u1ebfp h\u00f4m nayXSMN 88XSTDxs than taix\u1ed5 s\u1ed1 UY TIN NH\u1ea4Txs vietlott 88SOI C\u1ea6U SI\u00caU CHU\u1ea8NSoiCauVietl\u00f4 \u0111\u1eb9p h\u00f4m nay vipket qua so xo hom naykqxsmb 30 ng\u00e0yd\u1ef1 \u0111o\u00e1n x\u1ed5 s\u1ed1 3 mi\u1ec1nSoi c\u1ea7u 3 c\u00e0ng chu\u1ea9n x\u00e1cb\u1ea1ch th\u1ee7 l\u00f4nuoi lo chuanb\u1eaft l\u00f4 chu\u1ea9n theo ng\u00e0ykq xo-sol\u00f4 3 c\u00e0ngnu\u00f4i l\u00f4 \u0111\u1ec1 si\u00eau vipc\u1ea7u L\u00f4 Xi\u00ean XSMB\u0111\u1ec1 v\u1ec1 bao nhi\u00eauSoi c\u1ea7u x3x\u1ed5 s\u1ed1 ki\u1ebfn thi\u1ebft ng\u00e0y h\u00f4m nayquay th\u1eed xsmttruc tiep k\u1ebft qu\u1ea3 sxmntr\u1ef1c ti\u1ebfp mi\u1ec1n b\u1eafck\u1ebft qu\u1ea3 x\u1ed5 s\u1ed1 ch\u1ea5m vnb\u1ea3ng xs \u0111\u1eb7c bi\u1ec7t n\u0103m 2023soi cau xsmbx\u1ed5 s\u1ed1 h\u00e0 n\u1ed9i h\u00f4m naysxmtxsmt h\u00f4m nayxs truc tiep mbketqua xo so onlinekqxs onlinexo s\u1ed1 h\u00f4m nayXS3MTin xs h\u00f4m nayxsmn thu2XSMN hom nayx\u1ed5 s\u1ed1 mi\u1ec1n b\u1eafc tr\u1ef1c ti\u1ebfp h\u00f4m naySO XOxsmbsxmn h\u00f4m nay188betlink188 xo sosoi c\u1ea7u vip 88l\u00f4 t\u00f4 vi\u1ec7tsoi l\u00f4 vi\u1ec7tXS247xs ba mi\u1ec1nch\u1ed1t l\u00f4 \u0111\u1eb9p nh\u1ea5t h\u00f4m naych\u1ed1t s\u1ed1 xsmbCH\u01a0I L\u00d4 T\u00d4soi cau mn hom naych\u1ed1t l\u00f4 chu\u1ea9ndu doan sxmtd\u1ef1 \u0111o\u00e1n x\u1ed5 s\u1ed1 onliner\u1ed3ng b\u1ea1ch kim ch\u1ed1t 3 c\u00e0ng mi\u1ec5n ph\u00ed h\u00f4m nayth\u1ed1ng k\u00ea l\u00f4 gan mi\u1ec1n b\u1eafcd\u00e0n \u0111\u1ec1 l\u00f4C\u1ea7u K\u00e8o \u0110\u1eb7c Bi\u1ec7tch\u1ed1t c\u1ea7u may m\u1eafnk\u1ebft qu\u1ea3 x\u1ed5 s\u1ed1 mi\u1ec1n b\u1eafc h\u00f4mSoi c\u1ea7u v\u00e0ng 777th\u1ebb b\u00e0i onlinedu doan mn 888soi c\u1ea7u mi\u1ec1n nam vipsoi c\u1ea7u mt vipd\u00e0n de h\u00f4m nay7 cao th\u1ee7 ch\u1ed1t s\u1ed1soi cau mien phi 7777 cao th\u1ee7 ch\u1ed1t s\u1ed1 n\u1ee9c ti\u1ebfng3 c\u00e0ng mi\u1ec1n b\u1eafcr\u1ed3ng b\u1ea1ch kim 777d\u00e0n de b\u1ea5t b\u1ea1ion newsddxsmn188betw88w88789bettf88sin88suvipsunwintf88five8812betsv88vn88Top 10 nh\u00e0 c\u00e1i uy t\u00ednsky88iwinlucky88nhacaisin88oxbetm88vn88w88789betiwinf8betrio66rio66lucky88oxbetvn88188bet789betMay-88five88one88sin88bk88xbetoxbetMU88188BETSV88RIO66ONBET88188betM88M88SV88Jun-68Jun-88one88iwinv9betw388OXBETw388w388onbetonbetonbetonbet88onbet88onbet88onbet88onbetonbetonbetonbetqh88mu88Nh\u00e0 c\u00e1i uy t\u00ednpog79vp777vp777vipbetvipbetuk88uk88typhu88typhu88tk88tk88sm66sm66me88me888live8live8live<\/a>sm66<\/a>me88<\/a>win79<\/a>8live<\/a>sm66<\/a>me88<\/a>win79<\/a>pog79<\/a>pog79<\/a>vp777<\/a>vp777<\/a>uk88<\/a>uk88<\/a>tk88<\/a>tk88<\/a>luck8<\/a>luck8<\/a>kingbet86<\/a>kingbet86<\/a>k188<\/a>k188<\/a>hr99<\/a>hr99<\/a>123b<\/a>8xbetvn<\/a>vipbet<\/a>sv66<\/a>zbet<\/a>taisunwin-vn<\/a>typhu88<\/a>vn138<\/a>vwin<\/a>vwin<\/a>vi68<\/a>ee88<\/a>1xbet<\/a>rio66<\/a>zbet<\/a>vn138<\/a>i9betvip<\/a>fi88club<\/a>cf68<\/a>onbet88<\/a>ee88<\/a>typhu88<\/a>onbet<\/a>onbetkhuyenmai<\/a>12bet-moblie<\/a>12betmoblie<\/a>taimienphi247<\/a>vi68clup<\/a>cf68clup<\/a>vipbet<\/a>i9bet<\/a>qh88<\/a>onb123<\/a>onbef<\/a>soi c\u1ea7u<\/a>n\u1ed5 h\u0169<\/a>b\u1eafn c\u00e1<\/a>\u0111\u00e1 g\u00e0<\/a>\u0111\u00e1 g\u00e0<\/a>game b\u00e0i<\/a>casino<\/a>soi c\u1ea7u<\/a>x\u00f3c \u0111\u0129a<\/a>game b\u00e0i<\/a>gi\u1ea3i m\u00e3 gi\u1ea5c m\u01a1<\/a>b\u1ea7u cua<\/a>slot game<\/a>casino<\/a>n\u1ed5 h\u1ee7<\/a>d\u00e0n \u0111\u1ec1<\/a>B\u1eafn c\u00e1<\/a>casino<\/a>d\u00e0n \u0111\u1ec1<\/a>n\u1ed5 h\u0169<\/a>t\u00e0i x\u1ec9u<\/a>slot game<\/a>casino<\/a>b\u1eafn c\u00e1<\/a>\u0111\u00e1 g\u00e0<\/a>game b\u00e0i<\/a>th\u1ec3 thao<\/a>game b\u00e0i<\/a>soi c\u1ea7u<\/a>kqss<\/a>soi c\u1ea7u<\/a>c\u1edd t\u01b0\u1edbng<\/a>b\u1eafn c\u00e1<\/a>game b\u00e0i<\/a>x\u00f3c \u0111\u0129a<\/a>AG\u767e\u5bb6\u4e50<\/a>AG\u767e\u5bb6\u4e50<\/a>AG\u771f\u4eba<\/a>AG\u771f\u4eba<\/a>\u7231\u6e38\u620f<\/a>\u534e\u4f53\u4f1a<\/a>\u534e\u4f53\u4f1a<\/a>im\u4f53\u80b2<\/a>kok\u4f53\u80b2<\/a>\u5f00\u4e91\u4f53\u80b2<\/a>\u5f00\u4e91\u4f53\u80b2<\/a>\u5f00\u4e91\u4f53\u80b2<\/a>\u4e50\u9c7c\u4f53\u80b2<\/a>\u4e50\u9c7c\u4f53\u80b2<\/a>\u6b27\u5b9d\u4f53\u80b2<\/a>ob\u4f53\u80b2<\/a>\u4e9a\u535a\u4f53\u80b2<\/a>\u4e9a\u535a\u4f53\u80b2<\/a>\u4e9a\u535a\u4f53\u80b2<\/a>\u4e9a\u535a\u4f53\u80b2<\/a>\u4e9a\u535a\u4f53\u80b2<\/a>\u4e9a\u535a\u4f53\u80b2<\/a>\u5f00\u4e91\u4f53\u80b2<\/a>\u5f00\u4e91\u4f53\u80b2<\/a>\u68cb\u724c<\/a>\u68cb\u724c<\/a>\u6c99\u5df4\u4f53\u80b2<\/a>\u4e70\u7403\u5e73\u53f0<\/a>\u65b0\u8461\u4eac\u5a31\u4e50<\/a>\u5f00\u4e91\u4f53\u80b2<\/a>mu88<\/a>qh88<\/a><\/div>\n
xoso<\/a>tin chelsea<\/a>th\u00f4ng tin chuy\u1ec3n nh\u01b0\u1ee3ng<\/a>c\u00e2u l\u1ea1c b\u1ed9 b\u00f3ng \u0111\u00e1 arsenal<\/a>b\u00f3ng \u0111\u00e1 atalanta<\/a>bundesliga<\/a>c\u1ea7u th\u1ee7 haaland<\/a>UEFA<\/a>everton<\/a>xoso<\/a>futebol ao vivo<\/a>futemax<\/a>multicanais<\/a>onbet<\/a>b\u00f3ng \u0111\u00e1 world cup<\/a>b\u00f3ng \u0111\u00e1 inter milan<\/a>tin juventus<\/a>benzema<\/a>la liga<\/a>clb leicester city<\/a>MU<\/a>man city<\/a>messi lionel<\/a>salah<\/a>napoli<\/a>neymar<\/a>psg<\/a>ronaldo<\/a>serie a<\/a>tottenham<\/a>valencia<\/a>AS ROMA<\/a>Leverkusen<\/a>ac milan<\/a>mbappe<\/a>napoli<\/a>newcastle<\/a>aston villa<\/a>liverpool<\/a>fa cup<\/a>real madrid<\/a>premier league<\/a>Ajax<\/a>bao bong da247<\/a>EPL<\/a>barcelona<\/a>bournemouth<\/a>aff cup<\/a>asean football<\/a>b\u00ean l\u1ec1 s\u00e2n c\u1ecf<\/a>b\u00e1o b\u00f3ng \u0111\u00e1 m\u1edbi<\/a>b\u00f3ng \u0111\u00e1 c\u00fap th\u1ebf gi\u1edbi<\/a>tin b\u00f3ng \u0111\u00e1 Vi\u1ec7t<\/a>UEFA<\/a>b\u00e1o b\u00f3ng \u0111\u00e1 vi\u1ec7t nam<\/a>Huy\u1ec1n tho\u1ea1i b\u00f3ng \u0111\u00e1<\/a>gi\u1ea3i ngo\u1ea1i h\u1ea1ng anh<\/a>Seagame<\/a>tap chi bong da the gioi<\/a>tin bong da lu<\/a>tr\u1eadn \u0111\u1ea5u h\u00f4m nay<\/a>vi\u1ec7t nam b\u00f3ng \u0111\u00e1<\/a>tin nong bong da<\/a>B\u00f3ng \u0111\u00e1 n\u1eef<\/a>th\u1ec3 thao 7m<\/a>24h b\u00f3ng \u0111\u00e1<\/a>b\u00f3ng \u0111\u00e1 h\u00f4m nay<\/a>the thao ngoai hang anh<\/a>tin nhanh b\u00f3ng \u0111\u00e1<\/a>ph\u00f2ng thay \u0111\u1ed3 b\u00f3ng \u0111\u00e1<\/a>b\u00f3ng \u0111\u00e1 ph\u1ee7i<\/a>k\u00e8o nh\u00e0 c\u00e1i onbet<\/a>b\u00f3ng \u0111\u00e1 lu 2<\/a>th\u00f4ng tin ph\u00f2ng thay \u0111\u1ed3<\/a>the thao vua<\/a>app \u0111\u00e1nh l\u00f4 \u0111\u1ec1<\/a>dudoanxoso<\/a>x\u1ed5 s\u1ed1 gi\u1ea3i \u0111\u1eb7c bi\u1ec7t<\/a>h\u00f4m nay x\u1ed5 s\u1ed1<\/a>k\u00e8o \u0111\u1eb9p h\u00f4m nay<\/a>ketquaxoso<\/a>kq xs<\/a>kqxsmn<\/a>soi c\u1ea7u ba mi\u1ec1n<\/a>soi cau thong ke<\/a>sxkt h\u00f4m nay<\/a>th\u1ebf gi\u1edbi x\u1ed5 s\u1ed1<\/a>x\u1ed5 s\u1ed1 24h<\/a>xo.so<\/a>xoso3mien<\/a>xo so ba mien<\/a>xoso dac biet<\/a>xosodientoan<\/a>x\u1ed5 s\u1ed1 d\u1ef1 \u0111o\u00e1n<\/a>v\u00e9 s\u1ed1 chi\u1ec1u x\u1ed5<\/a>xoso ket qua<\/a>xosokienthiet<\/a>xoso kq h\u00f4m nay<\/a>xoso kt<\/a>x\u1ed5 s\u1ed1 mega<\/a>x\u1ed5 s\u1ed1 m\u1edbi nh\u1ea5t h\u00f4m nay<\/a>xoso truc tiep<\/a>xoso Vi\u1ec7t<\/a>SX3MIEN<\/a>xs d\u1ef1 \u0111o\u00e1n<\/a>xs mien bac hom nay<\/a>xs mi\u00ean nam<\/a>xsmientrung<\/a>xsmn thu 7<\/a>con s\u1ed1 may m\u1eafn h\u00f4m nay<\/a>KQXS 3 mi\u1ec1n B\u1eafc Trung Nam Nhanh<\/a>d\u1ef1 \u0111o\u00e1n x\u1ed5 s\u1ed1 3 mi\u1ec1n<\/a>d\u00f2 v\u00e9 s\u1ed1<\/a>du doan xo so hom nay<\/a>ket qua xo xo<\/a>ket qua xo so.vn<\/a>tr\u00fang th\u01b0\u1edfng xo so<\/a>kq xoso tr\u1ef1c ti\u1ebfp<\/a>ket qua xs<\/a>kqxs 247<\/a>s\u1ed1 mi\u1ec1n nam<\/a>s0x0 mienbac<\/a>xosobamien h\u00f4m nay<\/a>s\u1ed1 \u0111\u1eb9p h\u00f4m nay<\/a>s\u1ed1 \u0111\u1eb9p tr\u1ef1c tuy\u1ebfn<\/a>nu\u00f4i s\u1ed1 \u0111\u1eb9p<\/a>xo so hom qua<\/a>xoso ketqua<\/a>xstruc tiep hom nay<\/a>x\u1ed5 s\u1ed1 ki\u1ebfn thi\u1ebft tr\u1ef1c ti\u1ebfp<\/a>x\u1ed5 s\u1ed1 kq h\u00f4m nay<\/a>so xo kq tr\u1ef1c tuyen<\/a>k\u1ebft qu\u1ea3 x\u1ed5 s\u1ed1 mi\u1ec1n b\u1eafc tr\u1ef1c ti\u1ebfp<\/a>xo so mi\u1ec1n nam<\/a>x\u1ed5 s\u1ed1 mi\u1ec1n nam tr\u1ef1c ti\u1ebfp<\/a>tr\u1ef1c ti\u1ebfp x\u1ed5 s\u1ed1 h\u00f4m nay<\/a>ket wa xs<\/a>KQ XOSO<\/a>xoso online<\/a>xo so truc tiep hom nay<\/a>xstt<\/a>so mien bac trong ng\u00e0y<\/a>KQXS3M<\/a>s\u1ed1 so mien bac<\/a>du doan xo so online<\/a>du doan cau lo<\/a>x\u1ed5 s\u1ed1 keno<\/a>kqxs vn<\/a>KQXOSO<\/a>KQXS h\u00f4m nay<\/a>tr\u1ef1c ti\u1ebfp k\u1ebft qu\u1ea3 x\u1ed5 s\u1ed1 ba mi\u1ec1n<\/a>cap lo dep nhat hom nay<\/a>soi c\u1ea7u chu\u1ea9n h\u00f4m nay<\/a>so ket qua xo so<\/a>Xem k\u1ebft qu\u1ea3 x\u1ed5 s\u1ed1 nhanh nh\u1ea5t<\/a>SX3MIEN<\/a>XSMB ch\u1ee7 nh\u1eadt<\/a>KQXSMN<\/a>k\u1ebft qu\u1ea3 m\u1edf gi\u1ea3i tr\u1ef1c tuy\u1ebfn<\/a>Gi\u1edd v\u00e0ng ch\u1ed1t s\u1ed1 Online<\/a>\u0110\u00e1nh \u0110\u1ec1 Con G\u00ec<\/a>d\u00f2 s\u1ed1 mi\u1ec1n nam<\/a>d\u00f2 v\u00e9 s\u1ed1 h\u00f4m nay<\/a>so mo so de<\/a>bach th\u1ee7 l\u00f4 \u0111\u1eb9p nh\u1ea5t h\u00f4m nay<\/a>c\u1ea7u \u0111\u1ec1 h\u00f4m nay<\/a>k\u1ebft qu\u1ea3 x\u1ed5 s\u1ed1 ki\u1ebfn thi\u1ebft to\u00e0n qu\u1ed1c<\/a>cau dep 88<\/a>xsmb rong bach kim<\/a>ket qua xs 2023<\/a>d\u1ef1 \u0111o\u00e1n x\u1ed5 s\u1ed1 h\u00e0ng ng\u00e0y<\/a>B\u1ea1ch th\u1ee7 \u0111\u1ec1 mi\u1ec1n B\u1eafc<\/a>Soi C\u1ea7u MB th\u1ea7n t\u00e0i<\/a>soi cau vip 247<\/a>soi c\u1ea7u t\u1ed1t<\/a>soi c\u1ea7u mi\u1ec5n ph\u00ed<\/a>soi cau mb vip<\/a>xsmb hom nay<\/a>xs vietlott<\/a>xsmn h\u00f4m nay<\/a>c\u1ea7u l\u00f4 \u0111\u1eb9p<\/a>th\u1ed1ng k\u00ea l\u00f4 k\u00e9p x\u1ed5 s\u1ed1 mi\u1ec1n B\u1eafc<\/a>quay th\u1eed xsmn<\/a>x\u1ed5 s\u1ed1 th\u1ea7n t\u00e0i<\/a>Quay th\u1eed XSMT<\/a>x\u1ed5 s\u1ed1 chi\u1ec1u nay<\/a>xo so mien nam hom nay<\/a>web \u0111\u00e1nh l\u00f4 \u0111\u1ec1 tr\u1ef1c tuy\u1ebfn uy t\u00edn<\/a>KQXS h\u00f4m nay<\/a>xsmb ng\u00e0y h\u00f4m nay<\/a>XSMT ch\u1ee7 nh\u1eadt<\/a>x\u1ed5 s\u1ed1 Power 6\/55<\/a>KQXS A tr\u00fang roy<\/a>cao th\u1ee7 ch\u1ed1t s\u1ed1<\/a>b\u1ea3ng x\u1ed5 s\u1ed1 \u0111\u1eb7c bi\u1ec7t<\/a>soi c\u1ea7u 247 vip<\/a>soi c\u1ea7u wap 666<\/a>Soi c\u1ea7u mi\u1ec5n ph\u00ed 888 VIP<\/a>Soi Cau Chuan MB<\/a>\u0111\u1ed9c th\u1ee7 de<\/a>s\u1ed1 mi\u1ec1n b\u1eafc<\/a>th\u1ea7n t\u00e0i cho s\u1ed1K\u1ebft qu\u1ea3 x\u1ed5 s\u1ed1 th\u1ea7n t\u00e0iXem tr\u1ef1c ti\u1ebfp x\u1ed5 s\u1ed1XIN S\u1ed0 TH\u1ea6N T\u00c0I TH\u1ed4 \u0110\u1ecaAC\u1ea7u l\u00f4 s\u1ed1 \u0111\u1eb9pl\u00f4 \u0111\u1eb9p vip 24hsoi c\u1ea7u mi\u1ec5n ph\u00ed 888x\u1ed5 s\u1ed1 ki\u1ebfn thi\u1ebft chi\u1ec1u nayXSMN th\u1ee9 7 h\u00e0ng tu\u1ea7nK\u1ebft qu\u1ea3 X\u1ed5 s\u1ed1 H\u1ed3 Ch\u00ed Minhnh\u00e0 c\u00e1i x\u1ed5 s\u1ed1 Vi\u1ec7t NamX\u1ed5 S\u1ed1 \u0110\u1ea1i Ph\u00e1tX\u1ed5 s\u1ed1 m\u1edbi nh\u1ea5t H\u00f4m Nayso xo mb hom nayxxmb88quay thu mbXo so Minh ChinhXS Minh Ng\u1ecdc tr\u1ef1c ti\u1ebfp h\u00f4m nayXSMN 88XSTDxs than taix\u1ed5 s\u1ed1 UY TIN NH\u1ea4Txs vietlott 88SOI C\u1ea6U SI\u00caU CHU\u1ea8NSoiCauVietl\u00f4 \u0111\u1eb9p h\u00f4m nay vipket qua so xo hom naykqxsmb 30 ng\u00e0yd\u1ef1 \u0111o\u00e1n x\u1ed5 s\u1ed1 3 mi\u1ec1nSoi c\u1ea7u 3 c\u00e0ng chu\u1ea9n x\u00e1cb\u1ea1ch th\u1ee7 l\u00f4nuoi lo chuanb\u1eaft l\u00f4 chu\u1ea9n theo ng\u00e0ykq xo-sol\u00f4 3 c\u00e0ngnu\u00f4i l\u00f4 \u0111\u1ec1 si\u00eau vipc\u1ea7u L\u00f4 Xi\u00ean XSMB\u0111\u1ec1 v\u1ec1 bao nhi\u00eauSoi c\u1ea7u x3x\u1ed5 s\u1ed1 ki\u1ebfn thi\u1ebft ng\u00e0y h\u00f4m nayquay th\u1eed xsmttruc tiep k\u1ebft qu\u1ea3 sxmntr\u1ef1c ti\u1ebfp mi\u1ec1n b\u1eafck\u1ebft qu\u1ea3 x\u1ed5 s\u1ed1 ch\u1ea5m vnb\u1ea3ng xs \u0111\u1eb7c bi\u1ec7t n\u0103m 2023soi cau xsmbx\u1ed5 s\u1ed1 h\u00e0 n\u1ed9i h\u00f4m naysxmtxsmt h\u00f4m nayxs truc tiep mbketqua xo so onlinekqxs onlinexo s\u1ed1 h\u00f4m nayXS3MTin xs h\u00f4m nayxsmn thu2XSMN hom nayx\u1ed5 s\u1ed1 mi\u1ec1n b\u1eafc tr\u1ef1c ti\u1ebfp h\u00f4m naySO XOxsmbsxmn h\u00f4m nay188betlink188 xo sosoi c\u1ea7u vip 88l\u00f4 t\u00f4 vi\u1ec7tsoi l\u00f4 vi\u1ec7tXS247xs ba mi\u1ec1nch\u1ed1t l\u00f4 \u0111\u1eb9p nh\u1ea5t h\u00f4m naych\u1ed1t s\u1ed1 xsmbCH\u01a0I L\u00d4 T\u00d4soi cau mn hom naych\u1ed1t l\u00f4 chu\u1ea9ndu doan sxmtd\u1ef1 \u0111o\u00e1n x\u1ed5 s\u1ed1 onliner\u1ed3ng b\u1ea1ch kim ch\u1ed1t 3 c\u00e0ng mi\u1ec5n ph\u00ed h\u00f4m nayth\u1ed1ng k\u00ea l\u00f4 gan mi\u1ec1n b\u1eafcd\u00e0n \u0111\u1ec1 l\u00f4C\u1ea7u K\u00e8o \u0110\u1eb7c Bi\u1ec7tch\u1ed1t c\u1ea7u may m\u1eafnk\u1ebft qu\u1ea3 x\u1ed5 s\u1ed1 mi\u1ec1n b\u1eafc h\u00f4mSoi c\u1ea7u v\u00e0ng 777th\u1ebb b\u00e0i onlinedu doan mn 888soi c\u1ea7u mi\u1ec1n nam vipsoi c\u1ea7u mt vipd\u00e0n de h\u00f4m nay7 cao th\u1ee7 ch\u1ed1t s\u1ed1soi cau mien phi 7777 cao th\u1ee7 ch\u1ed1t s\u1ed1 n\u1ee9c ti\u1ebfng3 c\u00e0ng mi\u1ec1n b\u1eafcr\u1ed3ng b\u1ea1ch kim 777d\u00e0n de b\u1ea5t b\u1ea1ion newsddxsmn188betw88w88789bettf88sin88suvipsunwintf88five8812betsv88vn88Top 10 nh\u00e0 c\u00e1i uy t\u00ednsky88iwinlucky88nhacaisin88oxbetm88vn88w88789betiwinf8betrio66rio66lucky88oxbetvn88188bet789betMay-88five88one88sin88bk88xbetoxbetMU88188BETSV88RIO66ONBET88188betM88M88SV88Jun-68Jun-88one88iwinv9betw388OXBETw388w388onbetonbetonbetonbet88onbet88onbet88onbet88onbetonbetonbetonbetqh88mu88Nh\u00e0 c\u00e1i uy t\u00ednpog79vp777vp777vipbetvipbetuk88uk88typhu88typhu88tk88tk88sm66sm66me88me888live8live8live<\/a>sm66<\/a>me88<\/a>win79<\/a>8live<\/a>sm66<\/a>me88<\/a>win79<\/a>pog79<\/a>pog79<\/a>vp777<\/a>vp777<\/a>uk88<\/a>uk88<\/a>tk88<\/a>tk88<\/a>luck8<\/a>luck8<\/a>kingbet86<\/a>kingbet86<\/a>k188<\/a>k188<\/a>hr99<\/a>hr99<\/a>123b<\/a>8xbetvn<\/a>vipbet<\/a>sv66<\/a>zbet<\/a>taisunwin-vn<\/a>typhu88<\/a>vn138<\/a>vwin<\/a>vwin<\/a>vi68<\/a>ee88<\/a>1xbet<\/a>rio66<\/a>zbet<\/a>vn138<\/a>i9betvip<\/a>fi88club<\/a>cf68<\/a>onbet88<\/a>ee88<\/a>typhu88<\/a>onbet<\/a>onbetkhuyenmai<\/a>12bet-moblie<\/a>12betmoblie<\/a>taimienphi247<\/a>vi68clup<\/a>cf68clup<\/a>vipbet<\/a>i9bet<\/a>qh88<\/a>onb123<\/a>onbef<\/a>soi c\u1ea7u<\/a>n\u1ed5 h\u0169<\/a>b\u1eafn c\u00e1<\/a>\u0111\u00e1 g\u00e0<\/a>\u0111\u00e1 g\u00e0<\/a>game b\u00e0i<\/a>casino<\/a>soi c\u1ea7u<\/a>x\u00f3c \u0111\u0129a<\/a>game b\u00e0i<\/a>gi\u1ea3i m\u00e3 gi\u1ea5c m\u01a1<\/a>b\u1ea7u cua<\/a>slot game<\/a>casino<\/a>n\u1ed5 h\u1ee7<\/a>d\u00e0n \u0111\u1ec1<\/a>B\u1eafn c\u00e1<\/a>casino<\/a>d\u00e0n \u0111\u1ec1<\/a>n\u1ed5 h\u0169<\/a>t\u00e0i x\u1ec9u<\/a>slot game<\/a>casino<\/a>b\u1eafn c\u00e1<\/a>\u0111\u00e1 g\u00e0<\/a>game b\u00e0i<\/a>th\u1ec3 thao<\/a>game b\u00e0i<\/a>soi c\u1ea7u<\/a>kqss<\/a>soi c\u1ea7u<\/a>c\u1edd t\u01b0\u1edbng<\/a>b\u1eafn c\u00e1<\/a>game b\u00e0i<\/a>x\u00f3c \u0111\u0129a<\/a>AG\u767e\u5bb6\u4e50<\/a>AG\u767e\u5bb6\u4e50<\/a>AG\u771f\u4eba<\/a>AG\u771f\u4eba<\/a>\u7231\u6e38\u620f<\/a>\u534e\u4f53\u4f1a<\/a>\u534e\u4f53\u4f1a<\/a>im\u4f53\u80b2<\/a>kok\u4f53\u80b2<\/a>\u5f00\u4e91\u4f53\u80b2<\/a>\u5f00\u4e91\u4f53\u80b2<\/a>\u5f00\u4e91\u4f53\u80b2<\/a>\u4e50\u9c7c\u4f53\u80b2<\/a>\u4e50\u9c7c\u4f53\u80b2<\/a>\u6b27\u5b9d\u4f53\u80b2<\/a>ob\u4f53\u80b2<\/a>\u4e9a\u535a\u4f53\u80b2<\/a>\u4e9a\u535a\u4f53\u80b2<\/a>\u4e9a\u535a\u4f53\u80b2<\/a>\u4e9a\u535a\u4f53\u80b2<\/a>\u4e9a\u535a\u4f53\u80b2<\/a>\u4e9a\u535a\u4f53\u80b2<\/a>\u5f00\u4e91\u4f53\u80b2<\/a>\u5f00\u4e91\u4f53\u80b2<\/a>\u68cb\u724c<\/a>\u68cb\u724c<\/a>\u6c99\u5df4\u4f53\u80b2<\/a>\u4e70\u7403\u5e73\u53f0<\/a>\u65b0\u8461\u4eac\u5a31\u4e50<\/a>\u5f00\u4e91\u4f53\u80b2<\/a>mu88<\/a>qh88<\/a><\/div>\n
xoso<\/a>tin chelsea<\/a>th\u00f4ng tin chuy\u1ec3n nh\u01b0\u1ee3ng<\/a>c\u00e2u l\u1ea1c b\u1ed9 b\u00f3ng \u0111\u00e1 arsenal<\/a>b\u00f3ng \u0111\u00e1 atalanta<\/a>bundesliga<\/a>c\u1ea7u th\u1ee7 haaland<\/a>UEFA<\/a>everton<\/a>xoso<\/a>futebol ao vivo<\/a>futemax<\/a>multicanais<\/a>onbet<\/a>b\u00f3ng \u0111\u00e1 world cup<\/a>b\u00f3ng \u0111\u00e1 inter milan<\/a>tin juventus<\/a>benzema<\/a>la liga<\/a>clb leicester city<\/a>MU<\/a>man city<\/a>messi lionel<\/a>salah<\/a>napoli<\/a>neymar<\/a>psg<\/a>ronaldo<\/a>serie a<\/a>tottenham<\/a>valencia<\/a>AS ROMA<\/a>Leverkusen<\/a>ac milan<\/a>mbappe<\/a>napoli<\/a>newcastle<\/a>aston villa<\/a>liverpool<\/a>fa cup<\/a>real madrid<\/a>premier league<\/a>Ajax<\/a>bao bong da247<\/a>EPL<\/a>barcelona<\/a>bournemouth<\/a>aff cup<\/a>asean football<\/a>b\u00ean l\u1ec1 s\u00e2n c\u1ecf<\/a>b\u00e1o b\u00f3ng \u0111\u00e1 m\u1edbi<\/a>b\u00f3ng \u0111\u00e1 c\u00fap th\u1ebf gi\u1edbi<\/a>tin b\u00f3ng \u0111\u00e1 Vi\u1ec7t<\/a>UEFA<\/a>b\u00e1o b\u00f3ng \u0111\u00e1 vi\u1ec7t nam<\/a>Huy\u1ec1n tho\u1ea1i b\u00f3ng \u0111\u00e1<\/a>gi\u1ea3i ngo\u1ea1i h\u1ea1ng anh<\/a>Seagame<\/a>tap chi bong da the gioi<\/a>tin bong da lu<\/a>tr\u1eadn \u0111\u1ea5u h\u00f4m nay<\/a>vi\u1ec7t nam b\u00f3ng \u0111\u00e1<\/a>tin nong bong da<\/a>B\u00f3ng \u0111\u00e1 n\u1eef<\/a>th\u1ec3 thao 7m<\/a>24h b\u00f3ng \u0111\u00e1<\/a>b\u00f3ng \u0111\u00e1 h\u00f4m nay<\/a>the thao ngoai hang anh<\/a>tin nhanh b\u00f3ng \u0111\u00e1<\/a>ph\u00f2ng thay \u0111\u1ed3 b\u00f3ng \u0111\u00e1<\/a>b\u00f3ng \u0111\u00e1 ph\u1ee7i<\/a>k\u00e8o nh\u00e0 c\u00e1i onbet<\/a>b\u00f3ng \u0111\u00e1 lu 2<\/a>th\u00f4ng tin ph\u00f2ng thay \u0111\u1ed3<\/a>the thao vua<\/a>app \u0111\u00e1nh l\u00f4 \u0111\u1ec1<\/a>dudoanxoso<\/a>x\u1ed5 s\u1ed1 gi\u1ea3i \u0111\u1eb7c bi\u1ec7t<\/a>h\u00f4m nay x\u1ed5 s\u1ed1<\/a>k\u00e8o \u0111\u1eb9p h\u00f4m nay<\/a>ketquaxoso<\/a>kq xs<\/a>kqxsmn<\/a>soi c\u1ea7u ba mi\u1ec1n<\/a>soi cau thong ke<\/a>sxkt h\u00f4m nay<\/a>th\u1ebf gi\u1edbi x\u1ed5 s\u1ed1<\/a>x\u1ed5 s\u1ed1 24h<\/a>xo.so<\/a>xoso3mien<\/a>xo so ba mien<\/a>xoso dac biet<\/a>xosodientoan<\/a>x\u1ed5 s\u1ed1 d\u1ef1 \u0111o\u00e1n<\/a>v\u00e9 s\u1ed1 chi\u1ec1u x\u1ed5<\/a>xoso ket qua<\/a>xosokienthiet<\/a>xoso kq h\u00f4m nay<\/a>xoso kt<\/a>x\u1ed5 s\u1ed1 mega<\/a>x\u1ed5 s\u1ed1 m\u1edbi nh\u1ea5t h\u00f4m nay<\/a>xoso truc tiep<\/a>xoso Vi\u1ec7t<\/a>SX3MIEN<\/a>xs d\u1ef1 \u0111o\u00e1n<\/a>xs mien bac hom nay<\/a>xs mi\u00ean nam<\/a>xsmientrung<\/a>xsmn thu 7<\/a>con s\u1ed1 may m\u1eafn h\u00f4m nay<\/a>KQXS 3 mi\u1ec1n B\u1eafc Trung Nam Nhanh<\/a>d\u1ef1 \u0111o\u00e1n x\u1ed5 s\u1ed1 3 mi\u1ec1n<\/a>d\u00f2 v\u00e9 s\u1ed1<\/a>du doan xo so hom nay<\/a>ket qua xo xo<\/a>ket qua xo so.vn<\/a>tr\u00fang th\u01b0\u1edfng xo so<\/a>kq xoso tr\u1ef1c ti\u1ebfp<\/a>ket qua xs<\/a>kqxs 247<\/a>s\u1ed1 mi\u1ec1n nam<\/a>s0x0 mienbac<\/a>xosobamien h\u00f4m nay<\/a>s\u1ed1 \u0111\u1eb9p h\u00f4m nay<\/a>s\u1ed1 \u0111\u1eb9p tr\u1ef1c tuy\u1ebfn<\/a>nu\u00f4i s\u1ed1 \u0111\u1eb9p<\/a>xo so hom qua<\/a>xoso ketqua<\/a>xstruc tiep hom nay<\/a>x\u1ed5 s\u1ed1 ki\u1ebfn thi\u1ebft tr\u1ef1c ti\u1ebfp<\/a>x\u1ed5 s\u1ed1 kq h\u00f4m nay<\/a>so xo kq tr\u1ef1c tuyen<\/a>k\u1ebft qu\u1ea3 x\u1ed5 s\u1ed1 mi\u1ec1n b\u1eafc tr\u1ef1c ti\u1ebfp<\/a>xo so mi\u1ec1n nam<\/a>x\u1ed5 s\u1ed1 mi\u1ec1n nam tr\u1ef1c ti\u1ebfp<\/a>tr\u1ef1c ti\u1ebfp x\u1ed5 s\u1ed1 h\u00f4m nay<\/a>ket wa xs<\/a>KQ XOSO<\/a>xoso online<\/a>xo so truc tiep hom nay<\/a>xstt<\/a>so mien bac trong ng\u00e0y<\/a>KQXS3M<\/a>s\u1ed1 so mien bac<\/a>du doan xo so online<\/a>du doan cau lo<\/a>x\u1ed5 s\u1ed1 keno<\/a>kqxs vn<\/a>KQXOSO<\/a>KQXS h\u00f4m nay<\/a>tr\u1ef1c ti\u1ebfp k\u1ebft qu\u1ea3 x\u1ed5 s\u1ed1 ba mi\u1ec1n<\/a>cap lo dep nhat hom nay<\/a>soi c\u1ea7u chu\u1ea9n h\u00f4m nay<\/a>so ket qua xo so<\/a>Xem k\u1ebft qu\u1ea3 x\u1ed5 s\u1ed1 nhanh nh\u1ea5t<\/a>SX3MIEN<\/a>XSMB ch\u1ee7 nh\u1eadt<\/a>KQXSMN<\/a>k\u1ebft qu\u1ea3 m\u1edf gi\u1ea3i tr\u1ef1c tuy\u1ebfn<\/a>Gi\u1edd v\u00e0ng ch\u1ed1t s\u1ed1 Online<\/a>\u0110\u00e1nh \u0110\u1ec1 Con G\u00ec<\/a>d\u00f2 s\u1ed1 mi\u1ec1n nam<\/a>d\u00f2 v\u00e9 s\u1ed1 h\u00f4m nay<\/a>so mo so de<\/a>bach th\u1ee7 l\u00f4 \u0111\u1eb9p nh\u1ea5t h\u00f4m nay<\/a>c\u1ea7u \u0111\u1ec1 h\u00f4m nay<\/a>k\u1ebft qu\u1ea3 x\u1ed5 s\u1ed1 ki\u1ebfn thi\u1ebft to\u00e0n qu\u1ed1c<\/a>cau dep 88<\/a>xsmb rong bach kim<\/a>ket qua xs 2023<\/a>d\u1ef1 \u0111o\u00e1n x\u1ed5 s\u1ed1 h\u00e0ng ng\u00e0y<\/a>B\u1ea1ch th\u1ee7 \u0111\u1ec1 mi\u1ec1n B\u1eafc<\/a>Soi C\u1ea7u MB th\u1ea7n t\u00e0i<\/a>soi cau vip 247<\/a>soi c\u1ea7u t\u1ed1t<\/a>soi c\u1ea7u mi\u1ec5n ph\u00ed<\/a>soi cau mb vip<\/a>xsmb hom nay<\/a>xs vietlott<\/a>xsmn h\u00f4m nay<\/a>c\u1ea7u l\u00f4 \u0111\u1eb9p<\/a>th\u1ed1ng k\u00ea l\u00f4 k\u00e9p x\u1ed5 s\u1ed1 mi\u1ec1n B\u1eafc<\/a>quay th\u1eed xsmn<\/a>x\u1ed5 s\u1ed1 th\u1ea7n t\u00e0i<\/a>Quay th\u1eed XSMT<\/a>x\u1ed5 s\u1ed1 chi\u1ec1u nay<\/a>xo so mien nam hom nay<\/a>web \u0111\u00e1nh l\u00f4 \u0111\u1ec1 tr\u1ef1c tuy\u1ebfn uy t\u00edn<\/a>KQXS h\u00f4m nay<\/a>xsmb ng\u00e0y h\u00f4m nay<\/a>XSMT ch\u1ee7 nh\u1eadt<\/a>x\u1ed5 s\u1ed1 Power 6\/55<\/a>KQXS A tr\u00fang roy<\/a>cao th\u1ee7 ch\u1ed1t s\u1ed1<\/a>b\u1ea3ng x\u1ed5 s\u1ed1 \u0111\u1eb7c bi\u1ec7t<\/a>soi c\u1ea7u 247 vip<\/a>soi c\u1ea7u wap 666<\/a>Soi c\u1ea7u mi\u1ec5n ph\u00ed 888 VIP<\/a>Soi Cau Chuan MB<\/a>\u0111\u1ed9c th\u1ee7 de<\/a>s\u1ed1 mi\u1ec1n b\u1eafc<\/a>th\u1ea7n t\u00e0i cho s\u1ed1K\u1ebft qu\u1ea3 x\u1ed5 s\u1ed1 th\u1ea7n t\u00e0iXem tr\u1ef1c ti\u1ebfp x\u1ed5 s\u1ed1XIN S\u1ed0 TH\u1ea6N T\u00c0I TH\u1ed4 \u0110\u1ecaAC\u1ea7u l\u00f4 s\u1ed1 \u0111\u1eb9pl\u00f4 \u0111\u1eb9p vip 24hsoi c\u1ea7u mi\u1ec5n ph\u00ed 888x\u1ed5 s\u1ed1 ki\u1ebfn thi\u1ebft chi\u1ec1u nayXSMN th\u1ee9 7 h\u00e0ng tu\u1ea7nK\u1ebft qu\u1ea3 X\u1ed5 s\u1ed1 H\u1ed3 Ch\u00ed Minhnh\u00e0 c\u00e1i x\u1ed5 s\u1ed1 Vi\u1ec7t NamX\u1ed5 S\u1ed1 \u0110\u1ea1i Ph\u00e1tX\u1ed5 s\u1ed1 m\u1edbi nh\u1ea5t H\u00f4m Nayso xo mb hom nayxxmb88quay thu mbXo so Minh ChinhXS Minh Ng\u1ecdc tr\u1ef1c ti\u1ebfp h\u00f4m nayXSMN 88XSTDxs than taix\u1ed5 s\u1ed1 UY TIN NH\u1ea4Txs vietlott 88SOI C\u1ea6U SI\u00caU CHU\u1ea8NSoiCauVietl\u00f4 \u0111\u1eb9p h\u00f4m nay vipket qua so xo hom naykqxsmb 30 ng\u00e0yd\u1ef1 \u0111o\u00e1n x\u1ed5 s\u1ed1 3 mi\u1ec1nSoi c\u1ea7u 3 c\u00e0ng chu\u1ea9n x\u00e1cb\u1ea1ch th\u1ee7 l\u00f4nuoi lo chuanb\u1eaft l\u00f4 chu\u1ea9n theo ng\u00e0ykq xo-sol\u00f4 3 c\u00e0ngnu\u00f4i l\u00f4 \u0111\u1ec1 si\u00eau vipc\u1ea7u L\u00f4 Xi\u00ean XSMB\u0111\u1ec1 v\u1ec1 bao nhi\u00eauSoi c\u1ea7u x3x\u1ed5 s\u1ed1 ki\u1ebfn thi\u1ebft ng\u00e0y h\u00f4m nayquay th\u1eed xsmttruc tiep k\u1ebft qu\u1ea3 sxmntr\u1ef1c ti\u1ebfp mi\u1ec1n b\u1eafck\u1ebft qu\u1ea3 x\u1ed5 s\u1ed1 ch\u1ea5m vnb\u1ea3ng xs \u0111\u1eb7c bi\u1ec7t n\u0103m 2023soi cau xsmbx\u1ed5 s\u1ed1 h\u00e0 n\u1ed9i h\u00f4m naysxmtxsmt h\u00f4m nayxs truc tiep mbketqua xo so onlinekqxs onlinexo s\u1ed1 h\u00f4m nayXS3MTin xs h\u00f4m nayxsmn thu2XSMN hom nayx\u1ed5 s\u1ed1 mi\u1ec1n b\u1eafc tr\u1ef1c ti\u1ebfp h\u00f4m naySO XOxsmbsxmn h\u00f4m nay188betlink188 xo sosoi c\u1ea7u vip 88l\u00f4 t\u00f4 vi\u1ec7tsoi l\u00f4 vi\u1ec7tXS247xs ba mi\u1ec1nch\u1ed1t l\u00f4 \u0111\u1eb9p nh\u1ea5t h\u00f4m naych\u1ed1t s\u1ed1 xsmbCH\u01a0I L\u00d4 T\u00d4soi cau mn hom naych\u1ed1t l\u00f4 chu\u1ea9ndu doan sxmtd\u1ef1 \u0111o\u00e1n x\u1ed5 s\u1ed1 onliner\u1ed3ng b\u1ea1ch kim ch\u1ed1t 3 c\u00e0ng mi\u1ec5n ph\u00ed h\u00f4m nayth\u1ed1ng k\u00ea l\u00f4 gan mi\u1ec1n b\u1eafcd\u00e0n \u0111\u1ec1 l\u00f4C\u1ea7u K\u00e8o \u0110\u1eb7c Bi\u1ec7tch\u1ed1t c\u1ea7u may m\u1eafnk\u1ebft qu\u1ea3 x\u1ed5 s\u1ed1 mi\u1ec1n b\u1eafc h\u00f4mSoi c\u1ea7u v\u00e0ng 777th\u1ebb b\u00e0i onlinedu doan mn 888soi c\u1ea7u mi\u1ec1n nam vipsoi c\u1ea7u mt vipd\u00e0n de h\u00f4m nay7 cao th\u1ee7 ch\u1ed1t s\u1ed1soi cau mien phi 7777 cao th\u1ee7 ch\u1ed1t s\u1ed1 n\u1ee9c ti\u1ebfng3 c\u00e0ng mi\u1ec1n b\u1eafcr\u1ed3ng b\u1ea1ch kim 777d\u00e0n de b\u1ea5t b\u1ea1ion newsddxsmn188betw88w88789bettf88sin88suvipsunwintf88five8812betsv88vn88Top 10 nh\u00e0 c\u00e1i uy t\u00ednsky88iwinlucky88nhacaisin88oxbetm88vn88w88789betiwinf8betrio66rio66lucky88oxbetvn88188bet789betMay-88five88one88sin88bk88xbetoxbetMU88188BETSV88RIO66ONBET88188betM88M88SV88Jun-68Jun-88one88iwinv9betw388OXBETw388w388onbetonbetonbetonbet88onbet88onbet88onbet88onbetonbetonbetonbetqh88mu88Nh\u00e0 c\u00e1i uy t\u00ednpog79vp777vp777vipbetvipbetuk88uk88typhu88typhu88tk88tk88sm66sm66me88me888live8live8live<\/a>sm66<\/a>me88<\/a>win79<\/a>8live<\/a>sm66<\/a>me88<\/a>win79<\/a>pog79<\/a>pog79<\/a>vp777<\/a>vp777<\/a>uk88<\/a>uk88<\/a>tk88<\/a>tk88<\/a>luck8<\/a>luck8<\/a>kingbet86<\/a>kingbet86<\/a>k188<\/a>k188<\/a>hr99<\/a>hr99<\/a>123b<\/a>8xbetvn<\/a>vipbet<\/a>sv66<\/a>zbet<\/a>taisunwin-vn<\/a>typhu88<\/a>vn138<\/a>vwin<\/a>vwin<\/a>vi68<\/a>ee88<\/a>1xbet<\/a>rio66<\/a>zbet<\/a>vn138<\/a>i9betvip<\/a>fi88club<\/a>cf68<\/a>onbet88<\/a>ee88<\/a>typhu88<\/a>onbet<\/a>onbetkhuyenmai<\/a>12bet-moblie<\/a>12betmoblie<\/a>taimienphi247<\/a>vi68clup<\/a>cf68clup<\/a>vipbet<\/a>i9bet<\/a>qh88<\/a>onb123<\/a>onbef<\/a>soi c\u1ea7u<\/a>n\u1ed5 h\u0169<\/a>b\u1eafn c\u00e1<\/a>\u0111\u00e1 g\u00e0<\/a>\u0111\u00e1 g\u00e0<\/a>game b\u00e0i<\/a>casino<\/a>soi c\u1ea7u<\/a>x\u00f3c \u0111\u0129a<\/a>game b\u00e0i<\/a>gi\u1ea3i m\u00e3 gi\u1ea5c m\u01a1<\/a>b\u1ea7u cua<\/a>slot game<\/a>casino<\/a>n\u1ed5 h\u1ee7<\/a>d\u00e0n \u0111\u1ec1<\/a>B\u1eafn c\u00e1<\/a>casino<\/a>d\u00e0n \u0111\u1ec1<\/a>n\u1ed5 h\u0169<\/a>t\u00e0i x\u1ec9u<\/a>slot game<\/a>casino<\/a>b\u1eafn c\u00e1<\/a>\u0111\u00e1 g\u00e0<\/a>game b\u00e0i<\/a>th\u1ec3 thao<\/a>game b\u00e0i<\/a>soi c\u1ea7u<\/a>kqss<\/a>soi c\u1ea7u<\/a>c\u1edd t\u01b0\u1edbng<\/a>b\u1eafn c\u00e1<\/a>game b\u00e0i<\/a>x\u00f3c \u0111\u0129a<\/a>AG\u767e\u5bb6\u4e50<\/a>AG\u767e\u5bb6\u4e50<\/a>AG\u771f\u4eba<\/a>AG\u771f\u4eba<\/a>\u7231\u6e38\u620f<\/a>\u534e\u4f53\u4f1a<\/a>\u534e\u4f53\u4f1a<\/a>im\u4f53\u80b2<\/a>kok\u4f53\u80b2<\/a>\u5f00\u4e91\u4f53\u80b2<\/a>\u5f00\u4e91\u4f53\u80b2<\/a>\u5f00\u4e91\u4f53\u80b2<\/a>\u4e50\u9c7c\u4f53\u80b2<\/a>\u4e50\u9c7c\u4f53\u80b2<\/a>\u6b27\u5b9d\u4f53\u80b2<\/a>ob\u4f53\u80b2<\/a>\u4e9a\u535a\u4f53\u80b2<\/a>\u4e9a\u535a\u4f53\u80b2<\/a>\u4e9a\u535a\u4f53\u80b2<\/a>\u4e9a\u535a\u4f53\u80b2<\/a>\u4e9a\u535a\u4f53\u80b2<\/a>\u4e9a\u535a\u4f53\u80b2<\/a>\u5f00\u4e91\u4f53\u80b2<\/a>\u5f00\u4e91\u4f53\u80b2<\/a>\u68cb\u724c<\/a>\u68cb\u724c<\/a>\u6c99\u5df4\u4f53\u80b2<\/a>\u4e70\u7403\u5e73\u53f0<\/a>\u65b0\u8461\u4eac\u5a31\u4e50<\/a>\u5f00\u4e91\u4f53\u80b2<\/a>mu88<\/a>qh88<\/a><\/div>\n","protected":false},"excerpt":{"rendered":"

If you\u2019ve been following the latest news in search, you\u2019ve probably heard about vector search. And you may have even started to dig into the topic to try to learn more about it, only to come out the other end confused. Didn\u2019t you leave that math back in college? Building vector search is difficult. Understanding… <\/p>\n","protected":false},"author":1,"featured_media":16178,"comment_status":"open","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[103,10],"tags":[],"class_list":["post-16177","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-search-engine-marketing","category-seo"],"_links":{"self":[{"href":"https:\/\/marketingnewsbox.com\/index.php?rest_route=\/wp\/v2\/posts\/16177","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/marketingnewsbox.com\/index.php?rest_route=\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/marketingnewsbox.com\/index.php?rest_route=\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/marketingnewsbox.com\/index.php?rest_route=\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/marketingnewsbox.com\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=16177"}],"version-history":[{"count":0,"href":"https:\/\/marketingnewsbox.com\/index.php?rest_route=\/wp\/v2\/posts\/16177\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/marketingnewsbox.com\/index.php?rest_route=\/wp\/v2\/media\/16178"}],"wp:attachment":[{"href":"https:\/\/marketingnewsbox.com\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=16177"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/marketingnewsbox.com\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=16177"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/marketingnewsbox.com\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=16177"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}