--- title: Developing a RAG Knowledge Base with DuckDB | daily.dev description: Learn how to build an AI-powered knowledge base using DuckDB, and use it to answer end users' questions by running embedding and language models. canonical: https://daily.dev/posts/developing-a-rag-knowledge-base-with-duckdb-ljw996yp0 twitter:card: summary_large_image twitter:site: @dailydotdev og:type: website og:site_name: daily.dev og:title: Developing a RAG Knowledge Base with DuckDB | daily.dev og:description: Learn how to build an AI-powered knowledge base using DuckDB, and use it to answer end users' questions by running embedding and language models. og:url: https://daily.dev/posts/developing-a-rag-knowledge-base-with-duckdb-ljw996yp0 og:image: https://api.daily.dev/og/posts/Ljw996Yp0.png og:image:alt: Developing a RAG Knowledge Base with DuckDB 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. # Developing a RAG Knowledge Base with DuckDB **[MotherDuck](https://daily.dev/sources/motherduck)** · 5 min read · 14 upvotes · 0 comments ## Summary Learn how to build an AI-powered knowledge base using DuckDB, and use it to answer end users' questions by running embedding and language models. ## Full article daily.dev links to this article rather than hosting it. Read it at the original source: --- Tags: [#ai](https://daily.dev/tags/ai), [#duckdb](https://daily.dev/tags/duckdb) [View this post on daily.dev](https://daily.dev/posts/developing-a-rag-knowledge-base-with-duckdb-ljw996yp0) ```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":"Developing a RAG Knowledge Base with DuckDB","url":"https://daily.dev/posts/developing-a-rag-knowledge-base-with-duckdb-ljw996yp0","mainEntityOfPage":{"@type":"WebPage","@id":"https://daily.dev/posts/developing-a-rag-knowledge-base-with-duckdb-ljw996yp0"},"datePublished":"2024-05-06T14:39:52.434Z","dateModified":"2024-05-09T09:28:47.883Z","description":"Learn how to build an AI-powered knowledge base using DuckDB, and use it to answer end users' questions by running embedding and language models.","image":"https://media.daily.dev/image/upload/f_auto,q_auto/v1/posts/7cef6c973541bc3ee2cab6f94cc31c7f?_a=AQAEuiZ","thumbnailUrl":"https://media.daily.dev/image/upload/f_auto,q_auto/v1/posts/7cef6c973541bc3ee2cab6f94cc31c7f?_a=AQAEuiZ","isAccessibleForFree":true,"articleSection":"MotherDuck","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":"MotherDuck","logo":"https://media.daily.dev/image/upload/t_logo,f_auto/v1/logos/f084d6835eef4c2b83f889f9a4e85ed6","url":"https://daily.dev/sources/motherduck"},"commentCount":0,"discussionUrl":"https://daily.dev/posts/developing-a-rag-knowledge-base-with-duckdb-ljw996yp0","interactionStatistic":[{"@type":"InteractionCounter","interactionType":{"@type":"LikeAction"},"userInteractionCount":14},{"@type":"InteractionCounter","interactionType":{"@type":"CommentAction"},"userInteractionCount":0}],"keywords":"ai,duckdb","timeRequired":"PT5M"} {"@context":"https://schema.org","@type":"BreadcrumbList","itemListElement":[{"@type":"ListItem","position":1,"name":"Home","item":"https://daily.dev"},{"@type":"ListItem","position":2,"name":"MotherDuck","item":"https://daily.dev/sources/motherduck"},{"@type":"ListItem","position":3,"name":"Developing a RAG Knowledge Base with DuckDB"}]} ```