diff --git a/datasette/views/database.py b/datasette/views/database.py
index 77f3f5b0..0770a380 100644
--- a/datasette/views/database.py
+++ b/datasette/views/database.py
@@ -506,6 +506,21 @@ async def query_view(
                 show_hide_text = "hide"
         hide_sql = show_hide_text == "show"
 
+        # Extract any :named parameters
+        named_parameters = await derive_named_parameters(
+            datasette.get_database(database), sql
+        )
+        named_parameter_values = {
+            named_parameter: params.get(named_parameter) or ""
+            for named_parameter in named_parameters
+            if not named_parameter.startswith("_")
+        }
+
+        # Set to blank string if missing from params
+        for named_parameter in named_parameters:
+            if named_parameter not in params and not named_parameter.startswith("_"):
+                params[named_parameter] = ""
+
         r = Response.html(
             await datasette.render_template(
                 template,
@@ -513,7 +528,7 @@ async def query_view(
                     database=database,
                     query={
                         "sql": sql,
-                        # TODO: Params?
+                        "params": params,
                     },
                     canned_query=None,
                     private=private,
@@ -526,7 +541,7 @@ async def query_view(
                     editable=True,  # TODO
                     allow_execute_sql=allow_execute_sql,
                     tables=await get_tables(datasette, request, db),
-                    named_parameter_values={},  # TODO
+                    named_parameter_values=named_parameter_values,
                     edit_sql_url="todo",
                     display_rows=await display_rows(
                         datasette, database, request, rows, columns
diff --git a/tests/test_html.py b/tests/test_html.py
index 6c3860d7..7856bc27 100644
--- a/tests/test_html.py
+++ b/tests/test_html.py
@@ -295,6 +295,22 @@ async def test_query_json_csv_export_links(ds_client):
     assert '<a href="/fixtures.csv?sql=select+1&amp;_size=max">CSV</a>' in response.text
 
 
+@pytest.mark.asyncio
+async def test_query_parameter_form_fields(ds_client):
+    response = await ds_client.get("/fixtures?sql=select+:name")
+    assert response.status_code == 200
+    assert (
+        '<label for="qp1">name</label> <input type="text" id="qp1" name="name" value="">'
+        in response.text
+    )
+    response2 = await ds_client.get("/fixtures?sql=select+:name&name=hello")
+    assert response2.status_code == 200
+    assert (
+        '<label for="qp1">name</label> <input type="text" id="qp1" name="name" value="hello">'
+        in response2.text
+    )
+
+
 @pytest.mark.asyncio
 async def test_row_html_simple_primary_key(ds_client):
     response = await ds_client.get("/fixtures/simple_primary_key/1")