elasticsearch-approximate-nearest-neighbor | Plugin to integrate approximate nearest neighbor | Search Engine library

 by   rixwew Java Version: v6.5.4_rc1 License: Non-SPDX

kandi X-RAY | elasticsearch-approximate-nearest-neighbor Summary

kandi X-RAY | elasticsearch-approximate-nearest-neighbor Summary

elasticsearch-approximate-nearest-neighbor is a Java library typically used in Database, Search Engine applications. elasticsearch-approximate-nearest-neighbor has no bugs, it has no vulnerabilities, it has build file available and it has low support. However elasticsearch-approximate-nearest-neighbor has a Non-SPDX License. You can download it from GitHub.

This repository provides product quantization based approximate nearest neighbor elasticsearch plugin for searching high-dimensional dense vectors. It can be used for various purposes with neural network frameworks (like tensorflow, pytorch, etc). For example,. Product quantization implementation is based on paper "Product quantization for nearest neighbor search" - Herve Jegou, Matthijs Douze, Cordelia Schmid.
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            kandi-support Support

              elasticsearch-approximate-nearest-neighbor has a low active ecosystem.
              It has 41 star(s) with 10 fork(s). There are 4 watchers for this library.
              OutlinedDot
              It had no major release in the last 12 months.
              There are 4 open issues and 0 have been closed. On average issues are closed in 352 days. There are no pull requests.
              It has a neutral sentiment in the developer community.
              The latest version of elasticsearch-approximate-nearest-neighbor is v6.5.4_rc1

            kandi-Quality Quality

              elasticsearch-approximate-nearest-neighbor has 0 bugs and 0 code smells.

            kandi-Security Security

              elasticsearch-approximate-nearest-neighbor has no vulnerabilities reported, and its dependent libraries have no vulnerabilities reported.
              elasticsearch-approximate-nearest-neighbor code analysis shows 0 unresolved vulnerabilities.
              There are 0 security hotspots that need review.

            kandi-License License

              elasticsearch-approximate-nearest-neighbor has a Non-SPDX License.
              Non-SPDX licenses can be open source with a non SPDX compliant license, or non open source licenses, and you need to review them closely before use.

            kandi-Reuse Reuse

              elasticsearch-approximate-nearest-neighbor releases are available to install and integrate.
              Build file is available. You can build the component from source.
              Installation instructions, examples and code snippets are available.

            Top functions reviewed by kandi - BETA

            kandi has reviewed elasticsearch-approximate-nearest-neighbor and discovered the below as its top functions. This is intended to give you an instant insight into elasticsearch-approximate-nearest-neighbor implemented functionality, and help decide if they suit your requirements.
            • Increment the token
            • Search for the nearest neighbors of the given feature
            • Get the codes for a feature
            • Find the nearest neighbor distance
            • Build the query
            • Gets the code table
            • Parses the query from the specified field values
            • Parse create field
            • Gets the code field
            • Encodes the given short array to a byte array
            • Parses the given XContentParser from the given XContentParser
            • Parses the field and boost
            • Multiply a vector by z
            • Adds x y - y vectors to x y
            • Determine if the value is equal to the given value
            • Inject code attribute codes
            • Decode short array to short array
            • Extends the body to be included in the body
            • Copy the codes of this attribute
            • Gets the mappers
            • Returns a map of analyzers
            • Documentation inherited from interface Statement
            • Calls the superclass method on the stream
            • Generate an XContentBuilder
            • Loads the clustering settings from the given settings
            • This method produces a hashCode for the value
            Get all kandi verified functions for this library.

            elasticsearch-approximate-nearest-neighbor Key Features

            No Key Features are available at this moment for elasticsearch-approximate-nearest-neighbor.

            elasticsearch-approximate-nearest-neighbor Examples and Code Snippets

            Elasticsearch Approximate Nearest Neighbor plugin,Usage,Create mapping
            Javadot img1Lines of Code : 35dot img1License : Non-SPDX (NOASSERTION)
            copy iconCopy
            PUT sample_images
            
            {
              "settings": {
                "analysis": {
                  "analyzer": {
                    "image_analyzer": {
                      "type": "ivfpq_analyzer",
                      "d": 256,
                      "m": 128,
                      "ksub": 64,
                      "coarseCentroids": "0.00775032583624124  
            Elasticsearch Approximate Nearest Neighbor plugin,Usage,Search similar vectors
            Javadot img2Lines of Code : 12dot img2License : Non-SPDX (NOASSERTION)
            copy iconCopy
            POST sample_images/_search
            
            {
              "query": {
                "ivfpq_query": {
                  "query": "0.02125333994626999,0.000217707478441298,...,0.001304438104853034",
                  "fields": ["feature"]
                }
              },
              "sort": [
                {"_score": {"order": "asc"}}
              ]
            }
              
            Elasticsearch Approximate Nearest Neighbor plugin,Usage,Index vector data
            Javadot img3Lines of Code : 5dot img3License : Non-SPDX (NOASSERTION)
            copy iconCopy
            POST sample_images/image/1
            
            {
              "name": "1.jpg",
              "feature": "0.018046028912067413,0.0010425627697259188,...,0.0012223172234371305"
            }
              

            Community Discussions

            QUESTION

            How do I create a search engine that find similar results in case it does not find a specific match? (mongoDB)
            Asked 2022-Feb-25 at 01:25

            I am building a question function in my website where a user can search up a question for example: "how do I cook a cake?" and get a link to the question someone else asked before of whom title is: "how do I make a cake?" the question is almost the same yet the writing is different and for now a user cant find question 2 if they search for question 1 search i just input the search bar into collection.find({}) how do I fix this? is there an API who can maybe generate similar and same meaning sentences to search for?

            Thanks!

            ...

            ANSWER

            Answered 2022-Feb-25 at 01:25

            I dont think this answer is a search engine tat you want but it is the best that mongodb can do.

            Use $text

            1. createIndex

            Source https://stackoverflow.com/questions/71258427

            QUESTION

            What does @z mean in Python
            Asked 2022-Feb-19 at 23:46

            I'm reading someone else's code and I don't understand what is the use of @z here:

            ...

            ANSWER

            Answered 2022-Feb-19 at 22:40

            @ refers to the matrix multiplication operator.

            From the numpy docs:

            The @ operator can be used as a shorthand for np.matmul on ndarrays.

            Source https://stackoverflow.com/questions/71189781

            QUESTION

            How can i make github search to not show multiple results with the same file name?
            Asked 2022-Feb-02 at 08:30

            I have a problem where when i search something in github, there are something 1000 results that are all literally the same file, all the same name, and they are not forks either.

            Basically these are just copy pasta codes, and for example i get 1000 results that all end up in xxx.c, which all contain the same code used in different projects..

            My question is, is it possible to limit github to only find unique file names? So in our example, only show 1 result that has xxx.c at the end.

            ...

            ANSWER

            Answered 2022-Feb-02 at 08:30

            Not really, from my experience: once you have speficied your criteria from "Searching Code", any file (from different non-fork repositories) would be displayed.

            Even though they might be the same name/content.

            Source https://stackoverflow.com/questions/70951725

            QUESTION

            How to Search information within 2 or more websites
            Asked 2021-Dec-11 at 21:58

            I know that it is possible to search for information on a particular site by using the site key via Google and etc.

            For example:

            ...

            ANSWER

            Answered 2021-Dec-11 at 21:58

            A pipe operator is what you're looking for ;D

            Source https://stackoverflow.com/questions/70319318

            QUESTION

            How can I search String value with ArrayList of String type in Java?
            Asked 2021-Nov-29 at 07:05

            I have a list of cities, want to search from these cities:

            ...

            ANSWER

            Answered 2021-Nov-29 at 07:05

            String::matches impicitly checks the entire string as if "^" and "$" anchors are applied, so a minor fix to check for a value in the middle would be to update the regex to allow any prefix ".*".

            Also, it may be needed to put the searchString between \Q and \E to enable search by string literal, and automatically escape characters which may be reserved for the regular expressions.

            Source https://stackoverflow.com/questions/70144977

            QUESTION

            Where to place Google Search description on VUE app?
            Asked 2021-Oct-27 at 19:15

            We have developed a vue app with support for different languages. For such, we use the dictionaries of i18n.

            Also, on "/public/index.html", we have added the descritions we expect to read on the google search page with the tags:

            ...

            ANSWER

            Answered 2021-Oct-27 at 19:15

            Google cannot index translated content unless you use separate URLs for each language. Google says:

            If you prefer to dynamically change content or reroute the user based on language settings, be aware that Google might not find and crawl all your variations. This is because the Googlebot crawler usually originates from the USA. In addition, the crawler sends HTTP requests without setting Accept-Language in the request header.

            In my experience, Googlebot won't find multiple languages served from the same URL. You need to create multiple URLs for pages. See How should I structure my URLs for both SEO and localization?

            When using a single page application framework like Vue, that usually means:

            When you use meta tags, make sure they match the URL. You'll want the </code> tag and the tags for SEO. If you want your site to look nice when shared on Facebook and Twitter, you'll need to include open graph meta tags for an image and description.

            Source https://stackoverflow.com/questions/69736579

            QUESTION

            Google Programmable Search Engine: Search only for HTTPS websites
            Asked 2021-Oct-17 at 16:14

            I want to configure my google search engine in order to search only for HTTPS websites. I found something like Google Programmable Search Engine. I am now struggling to configure the HTTPS-pattern of the websites to search (see the screenshots below).

            https://www.*:443 also doesn't work. Maybe there is another way to achieve my goal (without the google programmable search engine)?

            ...

            ANSWER

            Answered 2021-Oct-17 at 16:14

            The inurl Google Search Operator is what was I looking for. Lets say I want search with the keywords "buy bitcoin" a https secured website I can type now in the google search field:

            buy bitcoin inurl:https://

            A negative example will include not https protected marktplaces: buy bitcoin inurl:http://

            Source https://stackoverflow.com/questions/69596615

            QUESTION

            No search results for domain on google and other search engines
            Asked 2021-Sep-27 at 13:04

            We have a domain, which is active already about 1 year. All the time there was a message "Under construction". Some months ago we have launched a new website on this domain.

            And now we have a problem to get any search result on any search engine. We have double checked robots.txt and other settings - all seems to be OK. There are multiple websites with similar settings on this web server - and there are no problems with them.

            We have tried to setup Google Search Console (there was no problem while approving domain ownership) and request indexing, but got an error - "Indexing request rejected". There also is an error while adding sitemap.xml in search console.

            How we can resolve this problem? The domain name is pswgroup.lv

            ...

            ANSWER

            Answered 2021-Sep-27 at 13:04

            After few days the error disappeared by itself. No problems now.

            Source https://stackoverflow.com/questions/69289031

            QUESTION

            Is Reactjs SEO friendly? with google bots
            Asked 2021-Aug-22 at 09:35

            As I know ReactJs render at the client-side means when I fetch data from the API server need to wait until change title and meta tags. So does google wait to run JS? In other words is React with dynamic routes friendly with google/search engines?

            ...

            ANSWER

            Answered 2021-Aug-08 at 02:57

            In general, CSR (Client side rendering) < SSR (Server side rendering) in term of SEO. You and your competitor have the same site an your site is running in CSR then you will be less likely to get to the top Google Search Result.

            There is a budget while google bot crawling your site. With SSR it takes a minimum amount of that budget crawling contents of your pages, on the other hand. With CSR, bots have to spend more time and resources for your pages to fully rendered, thus it takes more budget to do that.

            At the moment, there is a very popular method to have the best of both worlds (SSR - CSR) is to applying a hibrid approach where SSR in first render and CSR for the 2nd navigation and so on.

            You can take a look at such framework like Nextjs or craft your own masterpiece.

            Source https://stackoverflow.com/questions/68697414

            QUESTION

            how to make the browser know the website has a search engine
            Asked 2021-Aug-19 at 19:20

            I have made a website with HTML CSS and JavaScript that has a search engine at /search?q=(search query) (engine explaned here and here) and I want the browser to know that my website has it, for example, when you visit any stack exchange community, when you write down the url it shows a search option on google chrome, no need of manual user setup... how can I do this for my website?

            I searched on google, but no results were found...

            ...

            ANSWER

            Answered 2021-Aug-19 at 19:20

            Google the following: google search results search box

            First result: https://developers.google.com/search/docs/advanced/structured-data/sitelinks-searchbox

            Google Search may automatically expose a search box scoped to your website when it appears as a search result, without you having to do anything additional to make this happen. This search box is powered by Google Search. However, you can explicitly provide information by adding WebSite structured data, which can help Google better understand your site.

            Check other results too.

            Source https://stackoverflow.com/questions/68851759

            Community Discussions, Code Snippets contain sources that include Stack Exchange Network

            Vulnerabilities

            No vulnerabilities reported

            Install elasticsearch-approximate-nearest-neighbor

            See the full list of prebuilt versions. If you don"t see a version available, see the link below for building or file a request via issues.
            This command generates a Elasticsearch plugin zip file.

            Support

            For any new features, suggestions and bugs create an issue on GitHub. If you have any questions check and ask questions on community page Stack Overflow .
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          • HTTPS

            https://github.com/rixwew/elasticsearch-approximate-nearest-neighbor.git

          • CLI

            gh repo clone rixwew/elasticsearch-approximate-nearest-neighbor

          • sshUrl

            git@github.com:rixwew/elasticsearch-approximate-nearest-neighbor.git

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