diff --git a/ibis/backends/risingwave/tests/test_window.py b/ibis/backends/risingwave/tests/test_window.py
new file mode 100644
index 000000000000..b6e85fd4723f
--- /dev/null
+++ b/ibis/backends/risingwave/tests/test_window.py
@@ -0,0 +1,52 @@
+from __future__ import annotations
+
+import ibis
+from ibis import _
+
+
+def test_tumble_window_by_grouped_agg(alltypes):
+    t = alltypes
+    expr = (
+        t.window_by(t.timestamp_col)
+        .tumble(size=ibis.interval(days=10))
+        .agg(by=["string_col"], avg=_.float_col.mean())
+    )
+    result = expr.to_pandas()
+    assert list(result.columns) == ["window_start", "window_end", "string_col", "avg"]
+    assert result.shape == (740, 4)
+
+
+def test_tumble_window_by_ungrouped_agg(alltypes):
+    t = alltypes
+    expr = (
+        t.window_by(t.timestamp_col)
+        .tumble(size=ibis.interval(days=1))
+        .agg(avg=_.float_col.mean())
+    )
+    result = expr.to_pandas()
+    assert list(result.columns) == ["window_start", "window_end", "avg"]
+    assert result.shape == (730, 3)
+
+
+def test_hop_window_by_grouped_agg(alltypes):
+    t = alltypes
+    expr = (
+        t.window_by(t.timestamp_col)
+        .hop(size=ibis.interval(days=10), slide=ibis.interval(days=10))
+        .agg(by=["string_col"], avg=_.float_col.mean())
+    )
+    result = expr.to_pandas()
+    assert list(result.columns) == ["window_start", "window_end", "string_col", "avg"]
+    assert result.shape == (740, 4)
+
+
+def test_hop_window_by_ungrouped_agg(alltypes):
+    t = alltypes
+    expr = (
+        t.window_by(t.timestamp_col)
+        .hop(size=ibis.interval(days=1), slide=ibis.interval(days=1))
+        .agg(avg=_.float_col.mean())
+    )
+    result = expr.to_pandas()
+    assert list(result.columns) == ["window_start", "window_end", "avg"]
+    assert result.shape == (730, 3)
diff --git a/ibis/backends/sql/compilers/risingwave.py b/ibis/backends/sql/compilers/risingwave.py
index bbce332063fe..656a28cbbf04 100644
--- a/ibis/backends/sql/compilers/risingwave.py
+++ b/ibis/backends/sql/compilers/risingwave.py
@@ -194,5 +194,53 @@ def visit_MapContains(self, op, *, arg, key):
             self.cast(arg, op.arg.dtype), self.cast(key, op.key.dtype)
         )
 
+    def visit_WindowAggregate(
+        self,
+        op,
+        *,
+        parent,
+        window_type,
+        time_col,
+        groups,
+        metrics,
+        window_size,
+        window_slide,
+        window_offset,
+    ):
+        if window_type == "tumble":
+            assert window_slide is None
+
+        args = [
+            self.v[parent.this.sql(self.dialect)],
+            time_col.this,
+            window_slide,
+            window_size,
+            window_offset,
+        ]
+
+        window_func = getattr(self.f, window_type)
+
+        # create column references to new columns generated by backend in the output
+        window_start = sg.column(
+            "window_start", table=parent.alias_or_name, quoted=True
+        )
+        window_end = sg.column("window_end", table=parent.alias_or_name, quoted=True)
+
+        return (
+            sg.select(
+                window_start,
+                window_end,
+                *self._cleanup_names(groups),
+                *self._cleanup_names(metrics),
+                copy=False,
+            )
+            .from_(
+                window_func(*filter(None, args)).as_(parent.alias_or_name, quoted=True)
+            )
+            .group_by(
+                *self._generate_groups([window_start, window_end, *groups.values()])
+            )
+        )
+
 
 compiler = RisingWaveCompiler()