Merge pull request #3703 from jhmcintyre/patch-8

Update 2025-03-18-GPU-Accelerated-Vector-Search-OpenSearch-New-Fronti…

Author: nateynateynate

_posts/2025-03-18-GPU-Accelerated-Vector-Search-OpenSearch-New-Frontier.md

@@ -1,6 +1,6 @@
 ---
 layout: post
-title:  "GPU-accelerated vector search in Opensearch: A new frontier" 
+title:  "GPU-accelerated vector search in OpenSearch: A new frontier" 
 authors:
   - navneev
   - cnolet
@@ -131,4 +131,4 @@ The initial GPU-based index build algorithm release will support **FP32** for GP
 4. [Faiss library](https://github.com/facebookresearch/faiss) used for integrating with the CAGRA index.
 5. Worker images for setting up the OpenSearch cluster can be found [here](https://github.com/navneet1v/VectorSearchForge/tree/main/remote-index-build-service).
 6. [OpenSearch Vector Engine code](https://github.com/navneet1v/k-NN/tree/remote-vector-staging-2.19) for integrating the index builds with remote index build workers.
-7. [OpenSearch cluster CDK](https://github.com/opensearch-project/opensearch-cluster-cdk) for setting up the OpenSearch cluster.
+7. [OpenSearch cluster CDK](https://github.com/opensearch-project/opensearch-cluster-cdk) for setting up the OpenSearch cluster.