diff --git a/pathwaysutils/lru_cache.py b/pathwaysutils/lru_cache.py
new file mode 100644
index 0000000..ec2b5a4
--- /dev/null
+++ b/pathwaysutils/lru_cache.py
@@ -0,0 +1,44 @@
+# Copyright 2025 Google LLC
+#
+# Licensed under the Apache License, Version 2.0 (the "License");
+# you may not use this file except in compliance with the License.
+# You may obtain a copy of the License at
+#
+#      https://www.apache.org/licenses/LICENSE-2.0
+#
+# Unless required by applicable law or agreed to in writing, software
+# distributed under the License is distributed on an "AS IS" BASIS,
+# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+# See the License for the specific language governing permissions and
+# limitations under the License.
+"""An LRU cache that will be cleared when JAX clears its internal cache."""
+
+import functools
+from typing import Any, Callable
+
+import jax.extend
+
+
+def lru_cache(
+    maxsize: int = 4096,
+) -> Callable[[Callable[..., Any]], Callable[..., Any]]:
+  """An LRU cache that will be cleared when JAX clears its internal cache.
+
+  Args:
+    maxsize: The maximum number of entries to keep in the cache. When this limit
+      is reached, the least recently used entry will be evicted.
+
+  Returns:
+    A function that can be used to decorate a function to cache its results.
+  """
+
+  def wrap(f):
+    cached = functools.lru_cache(maxsize=maxsize)(f)
+    wrapper = functools.wraps(f)(cached)
+
+    wrapper.cache_clear = cached.cache_clear
+    wrapper.cache_info = cached.cache_info
+    jax.extend.backend.add_clear_backends_callback(wrapper.cache_clear)
+    return wrapper
+
+  return wrap
diff --git a/pathwaysutils/test/lru_cache_test.py b/pathwaysutils/test/lru_cache_test.py
new file mode 100644
index 0000000..694498d
--- /dev/null
+++ b/pathwaysutils/test/lru_cache_test.py
@@ -0,0 +1,85 @@
+# Copyright 2025 Google LLC
+#
+# Licensed under the Apache License, Version 2.0 (the "License");
+# you may not use this file except in compliance with the License.
+# You may obtain a copy of the License at
+#
+#      https://www.apache.org/licenses/LICENSE-2.0
+#
+# Unless required by applicable law or agreed to in writing, software
+# distributed under the License is distributed on an "AS IS" BASIS,
+# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+# See the License for the specific language governing permissions and
+# limitations under the License.
+
+import jax.extend
+from pathwaysutils import lru_cache
+from absl.testing import absltest
+
+
+class LruCacheTest(absltest.TestCase):
+
+  def test_cache_hits(self):
+    x = [100]
+
+    @lru_cache.lru_cache(maxsize=1)
+    def f(i):
+      x[i] += 1
+      return x[i]
+
+    self.assertEqual(f(0), 101)  # Miss
+    self.assertEqual(f(0), 101)  # Hit
+
+  def test_cache_hits_and_misses_by_arguments(self):
+    x = [100, 200]
+
+    @lru_cache.lru_cache(maxsize=2)
+    def f(i):
+      x[i] += 1
+      return x[i]
+
+    self.assertEqual(f(0), 101)  # Miss
+    self.assertEqual(f(0), 101)  # Hit
+
+    self.assertEqual(f(1), 201)  # Miss
+    self.assertEqual(f(1), 201)  # Hit
+
+    self.assertEqual(f(0), 101)  # Hit
+    self.assertEqual(f(0), 101)  # Hit
+
+  def test_cache_lru_eviction(self):
+    x = [100, 200]
+
+    @lru_cache.lru_cache(maxsize=1)
+    def f(i):
+      x[i] += 1
+      return x[i]
+
+    self.assertEqual(f(0), 101)  # Miss
+    self.assertEqual(f(0), 101)  # Hit
+
+    self.assertEqual(f(1), 201)  # Miss
+    self.assertEqual(f(1), 201)  # Hit
+
+    self.assertEqual(f(0), 102)  # Miss
+    self.assertEqual(f(0), 102)  # Hit
+
+  def test_clear_cache_via_jax_clear_backend_cache(self):
+    x = [100]
+
+    @lru_cache.lru_cache(maxsize=1)
+    def f(i):
+      x[i] += 1
+      return x[i]
+
+    self.assertEqual(f(0), 101)  # Miss
+    self.assertEqual(f(0), 101)  # Hit
+
+    jax.extend.backend.clear_backends()
+
+    self.assertEqual(f(0), 102)  # Miss
+    self.assertEqual(f(0), 102)  # Hit
+
+
+if __name__ == "__main__":
+  absltest.main()