# Any examples on similarity search using vectors?

**URL:** <https://discuss.elastic.co/t/any-examples-on-similarity-search-using-vectors/211397>\
**Category:** Elasticsearch\
**Created:** [December 11, 2019, 12:15am UTC](https://discuss.elastic.co/t/any-examples-on-similarity-search-using-vectors/211397 "2019-12-11T00:15:23Z")\
**Posts on this page:** 3\
**Page:** 1

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**Author:** ![Senthil\_Kannan](https://sea2.discourse-cdn.com/elastic/user_avatar/discuss.elastic.co/senthil_kannan/32/47551_2.png) [@Senthil\_Kannan](https://discuss.elastic.co/u/Senthil_Kannan)\
**Post date:** [December 11, 2019, 12:15am UTC](https://discuss.elastic.co/t/any-examples-on-similarity-search-using-vectors/211397/1 "2019-12-11T00:15:24Z")

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Hello

I read the article - [https://www.elastic.co/blog/text-similarity-search-with-vectors-in-elasticsearch](https://www.elastic.co/blog/text-similarity-search-with-vectors-in-elasticsearch) and interested to try it out in our company. Any examples on sample implementation would be helpful

thanks  
SK

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**Author:** ![spinscale](https://sea2.discourse-cdn.com/elastic/user_avatar/discuss.elastic.co/spinscale/32/25011_2.png) [@spinscale](https://discuss.elastic.co/u/spinscale)\
**Post date:** [December 11, 2019, 8:33am UTC](https://discuss.elastic.co/t/any-examples-on-similarity-search-using-vectors/211397/2 "2019-12-11T08:33:24Z")

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The code contains a few very simple rest tests [here](https://github.com/elastic/elasticsearch/tree/master/x-pack/plugin/src/test/resources/rest-api-spec/test/vectors). Apart from that I think the most important part is coming up with a good set of features that allow you to properly score the documents the way you would like them to be scored.

Is there any more concrete question outside of the definition of features itself you need help with?

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**Author:** ![system](https://us1.discourse-cdn.com/elastic/original/3X/1/a/1ac57faf039f6b580b3f104ef42a2a89e41014de.png) [@system](https://discuss.elastic.co/u/system)\
**Post date:** [January 8, 2020, 8:33am UTC](https://discuss.elastic.co/t/any-examples-on-similarity-search-using-vectors/211397/3 "2020-01-08T08:33:28Z")

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