diff --git a/CHANGELOG.md b/CHANGELOG.md
index 060ac75de6..2954d898c2 100644
--- a/CHANGELOG.md
+++ b/CHANGELOG.md
@@ -13,37 +13,11 @@ The format is based on [Keep a Changelog](https://keepachangelog.com/en/1.0.0/),
 ### Maintenance
 ### Refactoring
 
-## [Unreleased 2.x](https://github.com/opensearch-project/k-NN/compare/2.16...2.x)
+## [Unreleased 2.x](https://github.com/opensearch-project/k-NN/compare/2.17...2.x)
 ### Features
-* Integrate Lucene Vector field with native engines to use KNNVectorFormat during segment creation [#1945](https://github.com/opensearch-project/k-NN/pull/1945)
-* k-NN query rescore support for native engines [#1984](https://github.com/opensearch-project/k-NN/pull/1984)
-* Add support for byte vector with Faiss Engine HNSW algorithm [#1823](https://github.com/opensearch-project/k-NN/pull/1823)
-* Add support for byte vector with Faiss Engine IVF algorithm [#2002](https://github.com/opensearch-project/k-NN/pull/2002)
 ### Enhancements
-* Adds iterative graph build capability into a faiss index to improve the memory footprint during indexing and Integrates KNNVectorsFormat for native engines[#1950](https://github.com/opensearch-project/k-NN/pull/1950)
 ### Bug Fixes
-* Corrected search logic for scenario with non-existent fields in filter [#1874](https://github.com/opensearch-project/k-NN/pull/1874)
-* Fix graph merge stats size calculation [#1844](https://github.com/opensearch-project/k-NN/pull/1844)
-* Integrate Lucene Vector field with native engines to use KNNVectorFormat during segment creation [#1945](https://github.com/opensearch-project/k-NN/pull/1945)
-* Add script_fields context to KNNAllowlist [#1917] (https://github.com/opensearch-project/k-NN/pull/1917)
-* Fix graph merge stats size calculation [#1844](https://github.com/opensearch-project/k-NN/pull/1844)
-* Disallow a vector field to have an invalid character for a physical file name. [#1936](https://github.com/opensearch-project/k-NN/pull/1936)
-* Add script_fields context to KNNAllowlist [#1917] (https://github.com/opensearch-project/k-NN/pull/1917)
-* Fix memory overflow caused by cache behavior [#2015](https://github.com/opensearch-project/k-NN/pull/2015)
 ### Infrastructure
-* Parallelize make to reduce build time [#2006] (https://github.com/opensearch-project/k-NN/pull/2006)
 ### Documentation
 ### Maintenance
-* Fix a flaky unit test:testMultiFieldsKnnIndex, which was failing due to inconsistent merge behaviors [#1924](https://github.com/opensearch-project/k-NN/pull/1924)
 ### Refactoring
-* Introduce KNNVectorValues interface to iterate on different types of Vector values during indexing and search [#1897](https://github.com/opensearch-project/k-NN/pull/1897)
-* Integrate KNNVectorValues with vector ANN Search flow [#1952](https://github.com/opensearch-project/k-NN/pull/1952)
-* Clean up parsing for query [#1824](https://github.com/opensearch-project/k-NN/pull/1824)
-* Refactor engine package structure [#1913](https://github.com/opensearch-project/k-NN/pull/1913)
-* Refactor method structure and definitions [#1920](https://github.com/opensearch-project/k-NN/pull/1920)
-* Refactor KNNVectorFieldType from KNNVectorFieldMapper to a separate class for better readability. [#1931](https://github.com/opensearch-project/k-NN/pull/1931)
-* Generalize lib interface to return context objects [#1925](https://github.com/opensearch-project/k-NN/pull/1925)
-* Restructure mappers to better handle null cases and avoid branching in parsing [#1939](https://github.com/opensearch-project/k-NN/pull/1939)
-* Added Quantization Framework and implemented 1Bit and multibit quantizer[#1889](https://github.com/opensearch-project/k-NN/issues/1889)
-* Encapsulate dimension, vector data type validation/processing inside Library [#1957](https://github.com/opensearch-project/k-NN/pull/1957)
-* Add quantization state cache [#1960](https://github.com/opensearch-project/k-NN/pull/1960)
diff --git a/release-notes/opensearch-knn.release-notes-2.17.0.0.md b/release-notes/opensearch-knn.release-notes-2.17.0.0.md
new file mode 100644
index 0000000000..e042bc4e16
--- /dev/null
+++ b/release-notes/opensearch-knn.release-notes-2.17.0.0.md
@@ -0,0 +1,33 @@
+## Version 2.17.0.0 Release Notes
+
+Compatible with OpenSearch 2.17.0
+
+### Features
+* Integrate Lucene Vector field with native engines to use KNNVectorFormat during segment creation [#1945](https://github.com/opensearch-project/k-NN/pull/1945)
+* k-NN query rescore support for native engines [#1984](https://github.com/opensearch-project/k-NN/pull/1984)
+* Add support for byte vector with Faiss Engine HNSW algorithm [#1823](https://github.com/opensearch-project/k-NN/pull/1823)
+* Add support for byte vector with Faiss Engine IVF algorithm [#2002](https://github.com/opensearch-project/k-NN/pull/2002)
+### Enhancements
+* Adds iterative graph build capability into a faiss index to improve the memory footprint during indexing and Integrates KNNVectorsFormat for native engines[#1950](https://github.com/opensearch-project/k-NN/pull/1950)
+### Bug Fixes
+* Corrected search logic for scenario with non-existent fields in filter [#1874](https://github.com/opensearch-project/k-NN/pull/1874)
+* Add script_fields context to KNNAllowlist [#1917] (https://github.com/opensearch-project/k-NN/pull/1917)
+* Fix graph merge stats size calculation [#1844](https://github.com/opensearch-project/k-NN/pull/1844)
+* Disallow a vector field to have an invalid character for a physical file name. [#1936](https://github.com/opensearch-project/k-NN/pull/1936)
+* Fix memory overflow caused by cache behavior [#2015](https://github.com/opensearch-project/k-NN/pull/2015)
+### Infrastructure
+* Parallelize make to reduce build time [#2006] (https://github.com/opensearch-project/k-NN/pull/2006)
+### Maintenance
+* Fix a flaky unit test:testMultiFieldsKnnIndex, which was failing due to inconsistent merge behaviors [#1924](https://github.com/opensearch-project/k-NN/pull/1924)
+### Refactoring
+* Introduce KNNVectorValues interface to iterate on different types of Vector values during indexing and search [#1897](https://github.com/opensearch-project/k-NN/pull/1897)
+* Integrate KNNVectorValues with vector ANN Search flow [#1952](https://github.com/opensearch-project/k-NN/pull/1952)
+* Clean up parsing for query [#1824](https://github.com/opensearch-project/k-NN/pull/1824)
+* Refactor engine package structure [#1913](https://github.com/opensearch-project/k-NN/pull/1913)
+* Refactor method structure and definitions [#1920](https://github.com/opensearch-project/k-NN/pull/1920)
+* Refactor KNNVectorFieldType from KNNVectorFieldMapper to a separate class for better readability. [#1931](https://github.com/opensearch-project/k-NN/pull/1931)
+* Generalize lib interface to return context objects [#1925](https://github.com/opensearch-project/k-NN/pull/1925)
+* Restructure mappers to better handle null cases and avoid branching in parsing [#1939](https://github.com/opensearch-project/k-NN/pull/1939)
+* Added Quantization Framework and implemented 1Bit and multibit quantizer[#1889](https://github.com/opensearch-project/k-NN/issues/1889)
+* Encapsulate dimension, vector data type validation/processing inside Library [#1957](https://github.com/opensearch-project/k-NN/pull/1957)
+* Add quantization state cache [#1960](https://github.com/opensearch-project/k-NN/pull/1960)
\ No newline at end of file