--- title: Vector Databasing with DuckDB on Top of PGVector | daily.dev description: This post discusses the integration of DuckDB with Postgres for vector databasing and the use of vector embeddings for digital assets. It highlights the... canonical: https://daily.dev/posts/vector-databasing-with-duckdb-on-top-of-pgvector-xmwx9nvl7 twitter:card: summary_large_image twitter:site: @dailydotdev og:type: website og:site_name: daily.dev og:title: Vector Databasing with DuckDB on Top of PGVector | daily.dev og:description: This post discusses the integration of DuckDB with Postgres for vector databasing and the use of vector embeddings for digital assets. It highlights the... og:url: https://daily.dev/posts/vector-databasing-with-duckdb-on-top-of-pgvector-xmwx9nvl7 og:image: https://api.daily.dev/og/posts/xmWX9nVL7.png og:image:alt: Vector Databasing with DuckDB on Top of PGVector 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. # Vector Databasing with DuckDB on Top of PGVector **[ITNEXT](https://daily.dev/sources/itnext)** · 12 min read · 2 upvotes · 0 comments ## Summary This post discusses the integration of DuckDB with Postgres for vector databasing and the use of vector embeddings for digital assets. It highlights the benefits of vector databases and proposes DuckDB as a Vector Database for Retrieval Augmented Generation (RAG) applications. ## Full article daily.dev links to this article rather than hosting it. Read it at the original source: --- Tags: [#duckdb](https://daily.dev/tags/duckdb), [#llmops](https://daily.dev/tags/llmops), [#pgvector](https://daily.dev/tags/pgvector), [#postgresql](https://daily.dev/tags/postgresql), [#vector-search](https://daily.dev/tags/vector-search) [View this post on daily.dev](https://daily.dev/posts/vector-databasing-with-duckdb-on-top-of-pgvector-xmwx9nvl7) ```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":"Vector Databasing with DuckDB on Top of PGVector","url":"https://daily.dev/posts/vector-databasing-with-duckdb-on-top-of-pgvector-xmwx9nvl7","mainEntityOfPage":{"@type":"WebPage","@id":"https://daily.dev/posts/vector-databasing-with-duckdb-on-top-of-pgvector-xmwx9nvl7"},"datePublished":"2024-03-06T10:01:26.154Z","dateModified":"2024-05-24T02:13:30.442Z","description":"This post discusses the integration of DuckDB with Postgres for vector databasing and the use of vector embeddings for digital assets. It highlights the...","image":"https://media.daily.dev/image/upload/f_auto,q_auto/v1/posts/a556e7f32e3963f09452e807371eb591?_a=AQAEufR","thumbnailUrl":"https://media.daily.dev/image/upload/f_auto,q_auto/v1/posts/a556e7f32e3963f09452e807371eb591?_a=AQAEufR","isAccessibleForFree":true,"articleSection":"ITNEXT","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":"ITNEXT","logo":"https://media.daily.dev/image/upload/t_logo,f_auto/v1/logos/itnext2","url":"https://daily.dev/sources/itnext"},"commentCount":0,"discussionUrl":"https://daily.dev/posts/vector-databasing-with-duckdb-on-top-of-pgvector-xmwx9nvl7","interactionStatistic":[{"@type":"InteractionCounter","interactionType":{"@type":"LikeAction"},"userInteractionCount":2},{"@type":"InteractionCounter","interactionType":{"@type":"CommentAction"},"userInteractionCount":0}],"keywords":"duckdb,llmops,pgvector,postgresql,vector-search","timeRequired":"PT12M"} {"@context":"https://schema.org","@type":"BreadcrumbList","itemListElement":[{"@type":"ListItem","position":1,"name":"Home","item":"https://daily.dev"},{"@type":"ListItem","position":2,"name":"ITNEXT","item":"https://daily.dev/sources/itnext"},{"@type":"ListItem","position":3,"name":"Vector Databasing with DuckDB on Top of PGVector"}]} ```