refactor

Author: shyam-cb

capella-model-services/haystack/query_based/frontmatter.md

@@ -1,12 +1,12 @@
 ---
 # frontmatter
-path: "/tutorial-capella-ai-services-haystack-rag-hyperscale"
+path: "/tutorial-capella-model-services-haystack-rag-with-hyperscale-and-composite-vector-index"
 title: "RAG with Haystack, Capella Model Services and Couchbase Hyperscale & Composite Vector Indexes"
-short_title: "RAG with Haystack, Capella Model Services and Hyperscale Indexes"
+short_title: "RAG with Haystack, Capella Model Services and Hyperscale & Composite Vector Indexes"
 description:
   - Learn how to build a semantic search engine using Couchbase Hyperscale and Composite Vector Indexes.
-  - This tutorial demonstrates how Haystack integrates Couchbase Hyperscale and Composite Vector Indexes with embeddings generated by Capella Model Services.
-  - Perform Retrieval-Augmented Generation (RAG) using Haystack with Couchbase and Capella Model Services while utilizing optimized index types.
+  - This tutorial demonstrates how Haystack integrates Couchbase vector search capabilities with embeddings generated by Capella Model Services.
+  - Perform Retrieval-Augmented Generation (RAG) using Haystack with Couchbase and Capella Model Services.
 content_type: tutorial
 filter: sdk
 technology:

capella-model-services/haystack/search_based/frontmatter.md

@@ -1,12 +1,12 @@
 ---
 # frontmatter
-path: "/tutorial-capella-ai-services-haystack-rag"
-title: RAG with Haystack, Capella AI Services and Couchbase Search Vector Index
-short_title: RAG with Haystack and Couchbase Capella AI Services
+path: "/tutorial-capella-model-services-services-haystack-rag-with-search-vector-index"
+title: RAG with Haystack, Capella Model Services and Couchbase Search Vector Index
+short_title: RAG with Haystack, Capella Model Services and Couchbase Search Vector Index
 description:
-  - Learn how to build a semantic search engine using Couchbase Capella AI Services.
-  - This tutorial demonstrates how to integrate Couchbase's Search vector Index capabilities with the embeddings generated by Capella AI Services.
-  - You will understand how to perform Retrieval-Augmented Generation (RAG) using Haystack with Couchbase and Capella AI services.
+  - Learn how to build a semantic search engine using Couchbase Capella Model Services.
+  - This tutorial demonstrates how Haystack integrates Couchbase Search vector search capabilities with embeddings generated by Capella Model Services.
+  - Perform Retrieval-Augmented Generation (RAG) using Haystack with Couchbase and Capella Model Services.
 content_type: tutorial
 filter: sdk
 technology: