--- title: Building AI With MongoDB: Integrating Vector Search And... description: Cohere integrates with MongoDB Atlas Vector Search to build a state-of-the-art semantic search system. Their models offer the best performance-cost tradeoff... canonical: https://daily.dev/posts/building-ai-with-mongodb-integrating-vector-search-and-cohere-to-build-frontier-enterprise-apps-242ohcbls twitter:card: summary_large_image twitter:site: @dailydotdev og:type: website og:site_name: daily.dev og:title: Building AI With MongoDB: Integrating Vector Search And Cohere to Build Frontier Enterprise Apps | daily.dev og:description: Cohere integrates with MongoDB Atlas Vector Search to build a state-of-the-art semantic search system. Their models offer the best performance-cost tradeoff... og:url: https://daily.dev/posts/building-ai-with-mongodb-integrating-vector-search-and-cohere-to-build-frontier-enterprise-apps-242ohcbls og:image: https://api.daily.dev/og/posts/242OHcbLS.png og:image:alt: Building AI With MongoDB: Integrating Vector Search And Cohere to Build Frontier Enterprise Apps og:image:width: 1200 og:image:height: 630 og:locale: en --- > ## Documentation Index > Fetch the complete documentation index at: https://daily.dev/llms.txt > Use this file to discover all available pages before exploring further. # Building AI With MongoDB: Integrating Vector Search And Cohere to Build Frontier Enterprise Apps **[MongoDB](https://daily.dev/sources/mongo)** · 4 min read · 5 upvotes · 0 comments ## Summary Cohere integrates with MongoDB Atlas Vector Search to build a state-of-the-art semantic search system. Their models offer the best performance-cost tradeoff for mission-critical AI workloads and can be deployed in production at scale. Developers can use Cohere embeddings and rerank modules with MongoDB Atlas to improve search accuracy and quality of keyword and vector search results. ## Full article daily.dev links to this article rather than hosting it. Read it at the original source: ## Similar posts on daily.dev - [Don’t just attend KubeCon \+ CloudNativeCon, Merge Forward your experience\!](https://daily.dev/posts/don-t-just-attend-kubecon-cloudnativecon-merge-forward-your-experience--l0rpp73x8) · CNCF · 1 upvotes · 0 comments - [Announcing H2 2026 KCDs](https://daily.dev/posts/announcing-h2-2026-kcds-m96goajm1) · CNCF · 1 upvotes · 0 comments - [Two months of Open Community Groups](https://daily.dev/posts/two-months-of-open-community-groups-asf52zhbs) · CNCF · 0 upvotes · 0 comments - [CNCF Unveils Schedule for KubeCon \+ CloudNativeCon Europe 2026](https://daily.dev/posts/cncf-unveils-schedule-for-kubecon-cloudnativecon-europe-2026-ikhcoa5cb) · CNCF · 2 upvotes · 0 comments - [CNCF Debuts KubeCon \+ CloudNativeCon Japan 2026 Schedule](https://daily.dev/posts/cncf-debuts-kubecon-cloudnativecon-japan-2026-schedule-xp5pyudub) · CNCF · 1 upvotes · 0 comments --- Tags: [#ai](https://daily.dev/tags/ai), [#mongodb](https://daily.dev/tags/mongodb), [#vector-search](https://daily.dev/tags/vector-search), [#cohere](https://daily.dev/tags/cohere) [View this post on daily.dev](https://daily.dev/posts/building-ai-with-mongodb-integrating-vector-search-and-cohere-to-build-frontier-enterprise-apps-242ohcbls) ```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":"Building AI With MongoDB: Integrating Vector Search And Cohere to Build Frontier Enterprise Apps","url":"https://daily.dev/posts/building-ai-with-mongodb-integrating-vector-search-and-cohere-to-build-frontier-enterprise-apps-242ohcbls","mainEntityOfPage":{"@type":"WebPage","@id":"https://daily.dev/posts/building-ai-with-mongodb-integrating-vector-search-and-cohere-to-build-frontier-enterprise-apps-242ohcbls"},"datePublished":"2024-04-25T14:02:49.210Z","dateModified":"2024-05-09T09:23:16.455Z","description":"Cohere integrates with MongoDB Atlas Vector Search to build a state-of-the-art semantic search system. 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