Update changelogs

Signed-off-by: spark-rapids <[email protected]>

CHANGELOG.md

@@ -1,4 +1,39 @@
 
+<br/>
+
+## Release [v23.08.1](https://github.com/NVIDIA/spark-rapids-tools/tree/v23.08.1)
+Generated on 2023-09-12
+### User Tools
+
+- [DOC] Fix help command in documentation ([#540](https://github.com/NVIDIA/spark-rapids-tools/pull/540))
+- Implement a cross-CSP storage driver ([#485](https://github.com/NVIDIA/spark-rapids-tools/pull/485))
+- Build tools package as single artifact for restricted environments ([#516](https://github.com/NVIDIA/spark-rapids-tools/pull/516))
+
+### Core
+
+- Remove memoryOverhead recommendations for Standalone Spark ([#557](https://github.com/NVIDIA/spark-rapids-tools/pull/557))
+- [FEA] Add support to TIMESTAMP functions ([#549](https://github.com/NVIDIA/spark-rapids-tools/pull/549))
+- Fix handling of current_database and ArrayBuffer ([#556](https://github.com/NVIDIA/spark-rapids-tools/pull/556))
+- Add `translate` as supported expression in qualification tools ([#546](https://github.com/NVIDIA/spark-rapids-tools/pull/546))
+- Adding TakeOrderedAndProject and BroadcastNestedLoopJoin, removing Project from speedup generation ([#548](https://github.com/NVIDIA/spark-rapids-tools/pull/548))
+- Qualification should treat promote_precision as supported ([#545](https://github.com/NVIDIA/spark-rapids-tools/pull/545))
+- Improve tool error message for files with text extensions ([#544](https://github.com/NVIDIA/spark-rapids-tools/pull/544))
+- Improve parsing of aggregate expressions ([#535](https://github.com/NVIDIA/spark-rapids-tools/pull/535))
+- Bump default build to use Spark-333 ([#537](https://github.com/NVIDIA/spark-rapids-tools/pull/537))
+- Improve AutoTuner plugin recommendation for Fat mode ([#543](https://github.com/NVIDIA/spark-rapids-tools/pull/543))
+- Updating speedup generation for more execs from NDS + validation script ([#530](https://github.com/NVIDIA/spark-rapids-tools/pull/530))
+- [FEA] Reset speedup factors for qualification tool in EMR 6.12 environments ([#529](https://github.com/NVIDIA/spark-rapids-tools/pull/529))
+- Add min, median and max columns to AccumProfileResults ([#522](https://github.com/NVIDIA/spark-rapids-tools/pull/522))
+- [FEA] Reset speedup factors for qualification tool in Databricks 12.2 environments ([#524](https://github.com/NVIDIA/spark-rapids-tools/pull/524))
+- Filter parser should check ignored-functions ([#520](https://github.com/NVIDIA/spark-rapids-tools/pull/520))
+- Update speedup factors for qualification tool in Dataproc 2.1 environments ([#509](https://github.com/NVIDIA/spark-rapids-tools/pull/509))
+
+### Miscellaneous
+
+- Changing max_value to total based on profiler core changes ([#555](https://github.com/NVIDIA/spark-rapids-tools/pull/555))
+- Add platform encoding to plugins defined in pom ([#526](https://github.com/NVIDIA/spark-rapids-tools/pull/526))
+
+
 <br/>
 
 ## Release [v23.08.0](https://github.com/NVIDIA/spark-rapids-tools/tree/v23.08.0)