chore(main): release 2.8.1

Author: release-please[bot]

CHANGELOG.md

@@ -4,6 +4,13 @@
 
 [1]: https://pypi.org/project/bigframes/#history
 
+## [2.8.1](https://github.com/googleapis/python-bigquery-dataframes/compare/v2.8.0...v2.8.1) (2025-06-24)
+
+
+### Documentation
+
+* Update ai.forecast notebook ([#1844](https://github.com/googleapis/python-bigquery-dataframes/issues/1844)) ([1863538](https://github.com/googleapis/python-bigquery-dataframes/commit/186353888db537b561ee994256f998df361b4071))
+
 ## [2.8.0](https://github.com/googleapis/python-bigquery-dataframes/compare/v2.7.0...v2.8.0) (2025-06-23)
 
 

bigframes/version.py

@@ -12,8 +12,8 @@
 # See the License for the specific language governing permissions and
 # limitations under the License.
 
-__version__ = "2.8.0"
+__version__ = "2.8.1"
 
 # {x-release-please-start-date}
-__release_date__ = "2025-06-23"
+__release_date__ = "2025-06-24"
 # {x-release-please-end}

third_party/bigframes_vendored/version.py

@@ -12,8 +12,8 @@
 # See the License for the specific language governing permissions and
 # limitations under the License.
 
-__version__ = "2.8.0"
+__version__ = "2.8.1"
 
 # {x-release-please-start-date}
-__release_date__ = "2025-06-23"
+__release_date__ = "2025-06-24"
 # {x-release-please-end}