Merge branch 'main' into co-changes2

Author: AlexanderHodicke

data-platform/open-source-data-platforms/oci-opensearch/readme.md

@@ -11,6 +11,9 @@ Search with OpenSearch handles all the management and operations of search clust
 
 # Team Publications
 
+- [Retrieval Augmented Generation with OCI OpenSearch and GenAI service](https://github.com/bobpeulen/oci_opensearch/blob/main/oci_opensearch_rag_auto.ipynb)
+A notebook describing and performing all steps to create and store a custom embedding model in the OCI OpenSearch cluster and create a full RAG pipeline (OCI OpenSearch as Vector database and in-memory engine and the GenAI service (cohere) as LLM)
+
 - [Step by step migration guide](https://docs.oracle.com/en-us/iaas/Content/search-opensearch/Concepts/importingacluster.htm)
 - [LiveLabs: Search Documents stored in Object Storage using Opensearch, Generative AI, Semantic Search, RAG](https://apexapps.oracle.com/pls/apex/f?p=133:180:239256605646::::wid:3762)
 - [LiveLabs: Search and visualize data with OCI Search Service with OpenSearch](https://apexapps.oracle.com/pls/apex/f?p=133:180:6071760449919::::wid:3427)