diff --git a/docs/conf.py b/docs/conf.py
index 67a0f5920..d4ae1ae3a 100644
--- a/docs/conf.py
+++ b/docs/conf.py
@@ -62,7 +62,7 @@
 
 # General information about the project.
 project = "rdflib"
-copyright = "2009 - 2020, RDFLib Team"
+copyright = "2009 - 2021, RDFLib Team"
 
 # The version info for the project you're documenting, acts as replacement for
 # |version| and |release|, also used in various other places throughout the
@@ -210,9 +210,9 @@ def find_version(filename):
 
 # Grouping the document tree into LaTeX files. List of tuples
 # (source start file, target name, title, author, documentclass [howto/manual]).
-latex_documents = [
-    ("index", "rdflib.tex", "rdflib Documentation", "RDFLib Team", "manual"),
-]
+# latex_documents = [
+#     ("index", "rdflib.tex", "rdflib Documentation", "RDFLib Team", "manual"),
+# ]
 
 # The name of an image file (relative to this directory) to place at the top of
 # the title page.
@@ -239,4 +239,4 @@ def find_version(filename):
 
 html_experimental_html5_writer = True
 
-needs_sphinx = "2.4"
+needs_sphinx = "4.1.2"
diff --git a/docs/plugin_stores.rst b/docs/plugin_stores.rst
index 8fd511d30..1ac53d037 100644
--- a/docs/plugin_stores.rst
+++ b/docs/plugin_stores.rst
@@ -4,6 +4,10 @@
 Plugin stores
 =============
  
+Built In
+--------
+
+The following Stores are contained within the rdflib core package:
 
 ================= ============================================================
 Name              Class                                                       
@@ -17,3 +21,50 @@ SPARQLUpdateStore :class:`~rdflib.plugins.stores.sparqlstore.SPARQLUpdateStore`
 BerkeleyDB        :class:`~rdflib.plugins.stores.berkeleydb.BerkeleyDB`
 default           :class:`~rdflib.plugins.stores.memory.Memory`
 ================= ============================================================
+
+External
+--------
+
+The following Stores are defined externally to rdflib's core package, so look to their documentation elsewhere for 
+specific details of use.
+
+================= ==================================================== =============================================================================================
+Name              Repository                                           Notes
+================= ==================================================== =============================================================================================
+SQLAlchemy        `<https://github.com/RDFLib/rdflib-sqlalchemy>`_     An SQLAlchemy-backed, formula-aware RDFLib Store. Tested dialects are: SQLite, MySQL & PostgreSQL
+leveldb           `<https://github.com/RDFLib/rdflib-leveldb>`_        An adaptation of RDFLib BerkeleyDB Store’s key-value approach, using LevelDB as a back-end
+Kyoto Cabinet     `<https://github.com/RDFLib/rdflib-kyotocabinet>`_   An adaptation of RDFLib BerkeleyDB Store’s key-value approach, using Kyoto Cabinet as a back-end
+HDT               `<https://github.com/RDFLib/rdflib-hdt>`_            A Store back-end for rdflib to allow for reading and querying `HDT <https://www.rdfhdt.org/>`_ documents
+Oxigraph          `<https://github.com/oxigraph/oxrdflib>`_            Works with the `Pyoxigraph <https://oxigraph.org/pyoxigraph>`_ Python graph database library
+================= ==================================================== =============================================================================================
+
+_If you have, or know of a Store implementation and would like it listed here, please submit a Pull Request!_
+
+Use
+---
+
+You can use these stores like this:
+
+.. code-block:: python
+
+    from rdflib import Graph
+    
+    # use the default memory Store
+    graph = Graph()
+    
+    # use the BerkeleyDB Store
+    graph = Graph(store="BerkeleyDB")
+
+
+In some cases, you must explicitly _open_ and _close_ a store, for example:
+
+.. code-block:: python
+
+    from rdflib import Graph
+    
+    # use the BerkeleyDB Store
+    graph = Graph(store="BerkeleyDB")
+    graph.open("/some/folder/location")
+    # do things ...
+    graph.close()
+