--- title: How to Build Your First Semantic Search System: My... description: Learn how to build a semantic search system using vector databases and text embeddings. Discover the power of semantic search in finding precise information... canonical: https://daily.dev/posts/how-to-build-your-first-semantic-search-system-my-step-by-step-guide-with-code-vsjcrrenf twitter:card: summary_large_image twitter:site: @dailydotdev og:type: website og:site_name: daily.dev og:title: How to Build Your First Semantic Search System: My Step-by-Step Guide with Code | daily.dev og:description: Learn how to build a semantic search system using vector databases and text embeddings. Discover the power of semantic search in finding precise information... og:url: https://daily.dev/posts/how-to-build-your-first-semantic-search-system-my-step-by-step-guide-with-code-vsjcrrenf og:image: https://api.daily.dev/og/posts/vsjCrreNF.png og:image:alt: How to Build Your First Semantic Search System: My Step-by-Step Guide with Code og:image:width: 1200 og:image:height: 630 og:locale: en --- [MLOps Community](https://daily.dev/sources/mlopscommunity) [Read post](https://api.daily.dev/r/vsjCrreNF) # [How to Build Your First Semantic Search System: My Step-by-Step Guide with Code](https://api.daily.dev/r/vsjCrreNF "Go to post") Learn how to build a semantic search system using vector databases and text embeddings. Discover the power of semantic search in finding precise information without endless scrolling. [#cohere](/tags/cohere "Check all #cohere posts")[#embeddings](/tags/embeddings "Check all #embeddings posts")[#llm](/tags/llm "Check all #llm posts")[#vector-search](/tags/vector-search "Check all #vector-search posts") Jan 05, 2024•8m read time•From [mlops.community](https://api.daily.dev/r/vsjCrreNF "mlops.community") [](https://api.daily.dev/r/vsjCrreNF "Go to post") Table of contents [Vector Databases](https://api.daily.dev/r/vsjCrreNF "Vector Databases")[Author](https://api.daily.dev/r/vsjCrreNF "Author") 17 Impressions1 Upvote1 Comment Comment Bookmark Copy Share your thoughtsPost [](https://daily.dev/sources/mlopscommunity) [MLOps Community](https://daily.dev/sources/mlopscommunity "https://daily.dev/sources/mlopscommunity") MLOps Community is a collaborative platform for professionals working at the intersection of machine... Read more 77 Followers • 40 Upvotes #### Would you recommend this post? Copy link WhatsApp Facebook X New Squad Copy linkShare with your friends 1 1 ```json {"@context":"https://schema.org","@graph":[{"@type":"Organization","@id":"https://daily.dev/#organization","name":"daily.dev","url":"https://daily.dev","logo":{"@type":"ImageObject","url":"https://daily.dev/apple-touch-icon.png","width":180,"height":180},"sameAs":["https://twitter.com/dailydotdev","https://github.com/dailydotdev","https://www.linkedin.com/company/daily-dev-ltd"]},{"@type":"WebSite","@id":"https://daily.dev/#website","url":"https://daily.dev","name":"daily.dev","publisher":{"@id":"https://daily.dev/#organization"},"potentialAction":{"@type":"SearchAction","target":{"@type":"EntryPoint","urlTemplate":"https://daily.dev/search?q={search_term_string}"},"query-input":"required name=search_term_string"}}]} {"@context":"https://schema.org","@type":"TechArticle","headline":"How to Build Your First Semantic Search System: My Step-by-Step Guide with Code","url":"https://daily.dev/posts/how-to-build-your-first-semantic-search-system-my-step-by-step-guide-with-code-vsjcrrenf","mainEntityOfPage":{"@type":"WebPage","@id":"https://daily.dev/posts/how-to-build-your-first-semantic-search-system-my-step-by-step-guide-with-code-vsjcrrenf"},"datePublished":"2024-01-05T14:31:48.314Z","dateModified":"2024-07-02T02:13:22.865Z","description":"Learn how to build a semantic search system using vector databases and text embeddings. Discover the power of semantic search in finding precise information...","image":"https://media.daily.dev/image/upload/f_auto,q_auto/v1/posts/c512f413f1c0ec74310a996ef274fc2d?_a=AQAEufR","thumbnailUrl":"https://media.daily.dev/image/upload/f_auto,q_auto/v1/posts/c512f413f1c0ec74310a996ef274fc2d?_a=AQAEufR","isAccessibleForFree":true,"articleSection":"MLOps Community","inLanguage":"en","publisher":{"@type":"Organization","name":"daily.dev","url":"https://daily.dev","logo":{"@type":"ImageObject","url":"https://daily.dev/apple-touch-icon.png","width":180,"height":180}},"author":{"@type":"Organization","name":"MLOps Community","logo":"https://media.daily.dev/image/upload/t_logo,f_auto/v1/logos/85bb6afcf3f6475fb88db30f2bb53ece","url":"https://daily.dev/sources/mlopscommunity"},"commentCount":1,"discussionUrl":"https://daily.dev/posts/how-to-build-your-first-semantic-search-system-my-step-by-step-guide-with-code-vsjcrrenf","interactionStatistic":[{"@type":"InteractionCounter","interactionType":{"@type":"LikeAction"},"userInteractionCount":1},{"@type":"InteractionCounter","interactionType":{"@type":"CommentAction"},"userInteractionCount":1}],"keywords":"cohere,embeddings,llm,vector-search","timeRequired":"PT8M"} {"@context":"https://schema.org","@type":"BreadcrumbList","itemListElement":[{"@type":"ListItem","position":1,"name":"Home","item":"https://daily.dev"},{"@type":"ListItem","position":2,"name":"MLOps Community","item":"https://daily.dev/sources/mlopscommunity"},{"@type":"ListItem","position":3,"name":"How to Build Your First Semantic Search System: My Step-by-Step Guide with Code"}]} {"@context":"https://schema.org","@type":"WebPage","@id":"https://daily.dev/posts/how-to-build-your-first-semantic-search-system-my-step-by-step-guide-with-code-vsjcrrenf","comment":[{"@type":"Comment","text":"Thanks for sharing this! Very interesting!","datePublished":"2024-01-06T16:11:34.576Z","url":"https://daily.dev/posts/vsjCrreNF#c-7Z4fRilGa","author":{"@type":"Person","name":"Nick Cosentino","url":"https://daily.dev/devleader","image":"https://media.daily.dev/image/upload/s--U7p08z6d--/f_auto/v1714963471/avatars/avatar_CfFPd2CPEg6bmCHBYzNuO"}}]} ```