diff --git a/docs/python-api.rst b/docs/python-api.rst
index fae8cee..2ded7b0 100644
--- a/docs/python-api.rst
+++ b/docs/python-api.rst
@@ -1415,3 +1415,25 @@ You can use it in code like this:
     if spatialite:
         db.conn.enable_load_extension(True)
         db.conn.load_extension(spatialite)
+
+.. _python_api_register_function:
+
+Registering custom SQL functions
+================================
+
+SQLite supports registering custom SQL functions written in Python. The ``@db.register_function`` decorator provides syntactic sugar for registering these functions.
+
+.. code-block:: python
+
+    from sqlite_utils import Database
+
+    db = Database(memory=True)
+
+    @db.register_function
+    def reverse_string(s):
+        return "".join(reversed(list(s)))
+
+    print(db.execute('select reverse_string("hello")').fetchone())[0]
+    # This prints "olleh"
+
+If your Python function accepts multiple arguments the SQL version will accept the same number of arguments.
diff --git a/sqlite_utils/db.py b/sqlite_utils/db.py
index ebffabf..daf3e25 100644
--- a/sqlite_utils/db.py
+++ b/sqlite_utils/db.py
@@ -4,6 +4,7 @@ import contextlib
 import datetime
 import decimal
 import hashlib
+import inspect
 import itertools
 import json
 import os
@@ -143,6 +144,11 @@ class Database:
     def __repr__(self):
         return "<Database {}>".format(self.conn)
 
+    def register_function(self, fn):
+        name = fn.__name__
+        arity = len(inspect.signature(fn).parameters)
+        self.conn.create_function(name, arity, fn)
+
     def execute(self, sql, parameters=None):
         if self._tracer:
             self._tracer(sql, parameters)
diff --git a/tests/test_register_function.py b/tests/test_register_function.py
new file mode 100644
index 0000000..4aa5a3b
--- /dev/null
+++ b/tests/test_register_function.py
@@ -0,0 +1,16 @@
+def test_register_function(fresh_db):
+    @fresh_db.register_function
+    def reverse_string(s):
+        return "".join(reversed(list(s)))
+
+    result = fresh_db.execute('select reverse_string("hello")').fetchone()[0]
+    assert result == "olleh"
+
+
+def test_register_function_multiple_arguments(fresh_db):
+    @fresh_db.register_function
+    def a_times_b_plus_c(a, b, c):
+        return a * b + c
+
+    result = fresh_db.execute("select a_times_b_plus_c(2, 3, 4)").fetchone()[0]
+    assert result == 10