--- title: Build financial search applications using the Amazon... description: Learn how to build financial search applications using the Amazon Bedrock Cohere multilingual embedding model. Text embeddings capture the meaning of... canonical: https://daily.dev/posts/build-financial-search-applications-using-the-amazon-bedrock-cohere-multilingual-embedding-model-wfbgdkrs8 twitter:card: summary_large_image twitter:site: @dailydotdev og:type: website og:site_name: daily.dev og:title: Build financial search applications using the Amazon Bedrock Cohere multilingual embedding model | daily.dev og:description: Learn how to build financial search applications using the Amazon Bedrock Cohere multilingual embedding model. Text embeddings capture the meaning of... og:url: https://daily.dev/posts/build-financial-search-applications-using-the-amazon-bedrock-cohere-multilingual-embedding-model-wfbgdkrs8 og:image: https://api.daily.dev/og/posts/WFBGDkRS8.png og:image:alt: Build financial search applications using the Amazon Bedrock Cohere multilingual embedding model 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. # Build financial search applications using the Amazon Bedrock Cohere multilingual embedding model **[AWS](https://daily.dev/sources/aws)** · 12 min read · 0 upvotes · 0 comments ## Summary Learn how to build financial search applications using the Amazon Bedrock Cohere multilingual embedding model. Text embeddings capture the meaning of unstructured data and enable applications such as semantic search, Retrieval Augmented Generation (RAG), topic modeling, and text classification. Cohere's multilingual embedding model groups text with similar meanings, supports multiple languages, and provides cost-efficient data compression. The Rerank endpoint enhances search results by introducing semantic search technology. ## 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 --- Tags: [#aws](https://daily.dev/tags/aws), [#genai](https://daily.dev/tags/genai), [#amazon-bedrock](https://daily.dev/tags/amazon-bedrock), [#cohere](https://daily.dev/tags/cohere) [View this post on daily.dev](https://daily.dev/posts/build-financial-search-applications-using-the-amazon-bedrock-cohere-multilingual-embedding-model-wfbgdkrs8) ```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":"Build financial search applications using the Amazon Bedrock Cohere multilingual embedding model","url":"https://daily.dev/posts/build-financial-search-applications-using-the-amazon-bedrock-cohere-multilingual-embedding-model-wfbgdkrs8","mainEntityOfPage":{"@type":"WebPage","@id":"https://daily.dev/posts/build-financial-search-applications-using-the-amazon-bedrock-cohere-multilingual-embedding-model-wfbgdkrs8"},"datePublished":"2024-01-12T15:15:55.062Z","dateModified":"2024-01-12T15:15:54.414Z","description":"Learn how to build financial search applications using the Amazon Bedrock Cohere multilingual embedding model. 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