Merge pull request #279345 from TheovanKraay/cosmos-genai-docs

gen-ai docs

Author: v-dirichards

articles/cosmos-db/TOC.yml

@@ -28,6 +28,8 @@
         items:
         - name: Vector search overview
           href: gen-ai/vector-search-overview.md
+        - name: Retrieval Augmented Generation (RAG)
+          href: gen-ai/rag.md
         - name: Tokens
           href: gen-ai/tokens.md
         - name: Vector embeddings
@@ -36,8 +38,13 @@
           href: gen-ai/distance-functions.md
         - name: kNN vs ANN
           href: gen-ai/knn-vs-ann.md
-    - name: Generative AI
+        - name: Multi-tenancy for vector search
+          href: nosql/multi-tenancy-vector-search.md
+    - name: AI Applications
+      expanded: true
       items:
+        - name: Quickstart - build a RAG chatbot
+          href: gen-ai/quickstart-rag-chatbot.md
         - name: AI agent
           href: ai-agents.md
         - name: Real-time custom content generation
@@ -55,4 +62,4 @@
 - name: Apache Gremlin
   href: gremlin/toc.yml
 - name: Table
-  href: table/toc.yml
+  href: table/toc.yml

articles/cosmos-db/gen-ai/distance-functions.md

@@ -31,6 +31,7 @@ Two vectors are multiplied to return a single number. It combines the two vector
 ## Related content
 - [VectorDistance system function](../nosql/query/vectordistance.md) in Azure Cosmos DB NoSQL
 - [What is a vector database?](../vector-database.md)
+- [Retrieval Augmented Generation (RAG)](rag.md)
 - [Vector database in Azure Cosmos DB NoSQL](../nosql/vector-search.md)
 - [Vector database in Azure Cosmos DB for MongoDB](../mongodb/vcore/vector-search.md)
 - [What is vector search?](vector-search-overview.md)

articles/cosmos-db/gen-ai/knn-vs-ann.md

@@ -33,6 +33,7 @@ Two major categories of vector search algorithms are k-Nearest Neighbors (kNN) a
 
 ## Related content
 - [What is a vector database?](../vector-database.md)
+- [Retrieval Augmented Generation (RAG)](rag.md)
 - [Vector database in Azure Cosmos DB NoSQL](../nosql/vector-search.md)
 - [Vector database in Azure Cosmos DB for MongoDB](../mongodb/vcore/vector-search.md)
 - [What is vector search?](vector-search-overview.md)