From 2cce9e3e84033441f8ced8c1b591a6ce857e1b98 Mon Sep 17 00:00:00 2001
From: Jascha Beste <bestejascha@gmail.com>
Date: Fri, 7 Feb 2025 08:57:45 -0800
Subject: [PATCH] Add some options for vector search in sqlalchemy

---
 README.rst | 16 ++++++++++++++++
 1 file changed, 16 insertions(+)

diff --git a/README.rst b/README.rst
index f498867..fa1c1cd 100644
--- a/README.rst
+++ b/README.rst
@@ -241,6 +241,22 @@ GeoAlchemy_
 .. _Spatialite: https://www.gaia-gis.it/gaia-sins/
 
 
+Vector Search
+-------------
+
+pgvector-python_
+   pgvector-python extends sqlalchemy to natively work with pgvectors
+   similarity queries.
+
+pgai_
+   pgai allows to easily create vector embeddings for sqlalchemy models
+   and takes care of any synchronization effort. Built on top of postgres
+   and pgvector.
+
+.. _pgvector-python: https://github.com/pgvector/pgvector-python
+.. _pgai: https://github.com/timescale/pgai/blob/main/docs/vectorizer/python-integration.md
+
+
 Internationalizations
 ---------------------