From 93fe8cac1e71108d58b3de3a85ef8c744acb3f3b Mon Sep 17 00:00:00 2001
From: Markus Heiser <markus.heiser@darmarit.de>
Date: Mon, 4 May 2026 16:08:20 +0200
Subject: [PATCH] [doc] fix issues reported since Sphinx v9.1.0

Signed-off-by: Markus Heiser <markus.heiser@darmarit.de>
---
 docs/dev/engines/offline/nosql-engines.rst         | 14 +++++++-------
 .../dev/engines/offline/search-indexer-engines.rst | 13 ++++++-------
 2 files changed, 13 insertions(+), 14 deletions(-)

diff --git a/docs/dev/engines/offline/nosql-engines.rst b/docs/dev/engines/offline/nosql-engines.rst
index 551600c4e..ca18abddf 100644
--- a/docs/dev/engines/offline/nosql-engines.rst
+++ b/docs/dev/engines/offline/nosql-engines.rst
@@ -6,7 +6,7 @@ NoSQL databases
 
 .. sidebar:: further read
 
-   - `NoSQL databases <https://en.wikipedia.org/wiki/NoSQL>`_
+   - `NoSQL database <https://en.wikipedia.org/wiki/NoSQL>`_
    - `valkey.io <https://valkey.io/>`_
    - `MongoDB <https://www.mongodb.com>`_
 
@@ -20,7 +20,7 @@ NoSQL databases
    Initial sponsored by `Search and Discovery Fund
    <https://nlnet.nl/discovery>`_ of `NLnet Foundation <https://nlnet.nl/>`_.
 
-The following `NoSQL databases`_ are supported:
+The following `NoSQL database`_ are supported:
 
 - :ref:`engine valkey_server`
 - :ref:`engine mongodb`
@@ -57,7 +57,7 @@ instance.  To switch into the environment (:ref:`searxng-src`) you can use
 Configure the engines
 =====================
 
-`NoSQL databases`_ are used for storing arbitrary data without first defining
+`NoSQL database`_ are used for storing arbitrary data without first defining
 their structure.
 
 
@@ -75,13 +75,13 @@ Valkey Server
    - :origin:`valkey_server.py <searx/engines/valkey_server.py>`
 
 .. automodule:: searx.engines.valkey_server
-  :members:
+   :members:
 
 
 .. _engine mongodb:
 
-MongoDB
--------
+MongoDB / PyMongo
+-----------------
 
 .. _pymongo: https://github.com/mongodb/mongo-python-driver#installation
 
@@ -93,4 +93,4 @@ MongoDB
 
 
 .. automodule:: searx.engines.mongodb
-  :members:
+   :members:
diff --git a/docs/dev/engines/offline/search-indexer-engines.rst b/docs/dev/engines/offline/search-indexer-engines.rst
index fa92798cb..1751d14b8 100644
--- a/docs/dev/engines/offline/search-indexer-engines.rst
+++ b/docs/dev/engines/offline/search-indexer-engines.rst
@@ -37,8 +37,8 @@ in section :ref:`private engines`.
 
 .. _engine meilisearch:
 
-MeiliSearch
-===========
+MeiliSearch Engine
+==================
 
 .. automodule:: searx.engines.meilisearch
   :members:
@@ -46,17 +46,16 @@ MeiliSearch
 
 .. _engine elasticsearch:
 
-Elasticsearch
-=============
+Elasticsearch Engine
+====================
 
 .. automodule:: searx.engines.elasticsearch
   :members:
 
 .. _engine solr:
 
-Solr
-====
+Solr Engine
+===========
 
 .. automodule:: searx.engines.solr
   :members:
-