From af8354ad1aa3b23ed59ddc0c4a5cc6e891547562 Mon Sep 17 00:00:00 2001 From: Daniele Martinoli Date: Tue, 18 Mar 2025 16:34:04 +0100 Subject: [PATCH] more ads in the doc Signed-off-by: Daniele Martinoli --- docs/source/providers/vector_io/qdrant.md | 7 +++++++ 1 file changed, 7 insertions(+) diff --git a/docs/source/providers/vector_io/qdrant.md b/docs/source/providers/vector_io/qdrant.md index de47b434b..8b0cbeef8 100644 --- a/docs/source/providers/vector_io/qdrant.md +++ b/docs/source/providers/vector_io/qdrant.md @@ -7,6 +7,13 @@ orphan: true allows you to store and query vectors directly in memory. That means you'll get fast and efficient vector retrieval. +> By default, Qdrant stores vectors in RAM, delivering incredibly fast access for datasets that fit comfortably in +> memory. But when your dataset exceeds RAM capacity, Qdrant offers Memmap as an alternative. +> +> \[[An Introduction to Vector Databases](https://qdrant.tech/articles/what-is-a-vector-database/)\] + + + ## Features - Lightweight and easy to use