added vector solution in sidebar

Author: PrasanKumar93

docs/howtos/solutions/index-solutions.mdx

@@ -153,3 +153,18 @@ Learn how to easily build, test and deploy code for common microservice and cach
 </div>
 
 </div>
+
+## Vectors
+
+<div class="row">
+
+<div class="col">
+  <RedisCard
+    title="Vector Similarity Search"
+    description="Getting Started with Vector Search Using Redis in NodeJS"
+    page="/howtos/solutions/vector/getting-started-vector"
+  />
+</div>
+<div class="col">
+</div>
+</div>

docs/howtos/solutions/vector/getting-started-vector/index-getting-started-vector.mdx

@@ -43,7 +43,7 @@ In a more complex scenario, like natural language processing (NLP), words or ent
 
 ## What is a vector database?
 
-A vector database is a database that's optimized for storing and searching vectors. It's a specialized database that's designed to store and search vectors efficiently. Vector databases are often used to power vector search applications, such as recommendation systems, image search, and textual content retrieval. Vector databases are also referred to as vector stores, vector indexes, or vector search engines. Vector databases use vector similarity algorithms to search for vectors that are similar to a given query vector.
+A vector database is a specialized system optimized for storing and searching vectors. Designed explicitly for efficiency, these databases play a crucial role in powering vector search applications, including recommendation systems, image search, and textual content retrieval. Often referred to as vector stores, vector indexes, or vector search engines, these databases employ vector similarity algorithms to identify vectors that closely match a given query vector.
 
 :::tip
 

sidebars.js

@@ -495,15 +495,22 @@ module.exports = {
               items: [
                 'howtos/solutions/real-time-inventory/available-to-promise/index-rti-available-to-promise',
                 'howtos/solutions/real-time-inventory/local-inventory-search/index-rti-local-inventory-search',
-              ]
+              ],
             },
             {
               type: 'category',
               label: 'Mobile Banking',
               items: [
                 'howtos/solutions/mobile-banking/session-management/index-mb-session-management',
                 'howtos/solutions/mobile-banking/account-dashboard/index-mb-account-dashboard',
-              ]
+              ],
+            },
+            {
+              type: 'category',
+              label: 'Vectors',
+              items: [
+                'howtos/solutions/vector/getting-started-vector/index-getting-started-vector',
+              ],
             },
           ],
         },