diff --git a/docs/components/vectordbs/dbs/azure_ai_search.mdx b/docs/components/vectordbs/dbs/azure.mdx
similarity index 99%
rename from docs/components/vectordbs/dbs/azure_ai_search.mdx
rename to docs/components/vectordbs/dbs/azure.mdx
index a764f3c2..037df8e6 100644
--- a/docs/components/vectordbs/dbs/azure_ai_search.mdx
+++ b/docs/components/vectordbs/dbs/azure.mdx
@@ -1,3 +1,7 @@
+---
+title: Azure AI Search
+---
+
 [Azure AI Search](https://learn.microsoft.com/azure/search/search-what-is-azure-search/) (formerly known as "Azure Cognitive Search") provides secure information retrieval at scale over user-owned content in traditional and generative AI search applications.
 
 ## Usage
diff --git a/docs/components/vectordbs/dbs/vertex_ai_vector_search.mdx b/docs/components/vectordbs/dbs/vertex_ai.mdx
similarity index 97%
rename from docs/components/vectordbs/dbs/vertex_ai_vector_search.mdx
rename to docs/components/vectordbs/dbs/vertex_ai.mdx
index 1c303743..80c86895 100644
--- a/docs/components/vectordbs/dbs/vertex_ai_vector_search.mdx
+++ b/docs/components/vectordbs/dbs/vertex_ai.mdx
@@ -1,4 +1,6 @@
-## Google Cloud Vertex AI Vector Search
+---
+title: Vertex AI Vector Search
+---
 
 
 ### Usage
diff --git a/docs/components/vectordbs/overview.mdx b/docs/components/vectordbs/overview.mdx
index 0af2c5ae..b9b451b5 100644
--- a/docs/components/vectordbs/overview.mdx
+++ b/docs/components/vectordbs/overview.mdx
@@ -20,12 +20,12 @@ See the list of supported vector databases below.
   <Card title="Pgvector" href="/components/vectordbs/dbs/pgvector"></Card>
   <Card title="Milvus" href="/components/vectordbs/dbs/milvus"></Card>
   <Card title="Pinecone" href="/components/vectordbs/dbs/pinecone"></Card>
-  <Card title="Azure AI Search" href="/components/vectordbs/dbs/azure_ai_search"></Card>
+  <Card title="Azure" href="/components/vectordbs/dbs/azure"></Card>
   <Card title="Redis" href="/components/vectordbs/dbs/redis"></Card>
   <Card title="Elasticsearch" href="/components/vectordbs/dbs/elasticsearch"></Card>
   <Card title="OpenSearch" href="/components/vectordbs/dbs/opensearch"></Card>
   <Card title="Supabase" href="/components/vectordbs/dbs/supabase"></Card>
-  <Card title="Vertex AI Vector Search" href="/components/vectordbs/dbs/vertex_ai_vector_search"></Card>
+  <Card title="Vertex AI" href="/components/vectordbs/dbs/vertex_ai"></Card>
   <Card title="Weaviate" href="/components/vectordbs/dbs/weaviate"></Card>
   <Card title="FAISS" href="/components/vectordbs/dbs/faiss"></Card>
 </CardGroup>
diff --git a/docs/docs.json b/docs/docs.json
index 1f45684a..686e90c6 100644
--- a/docs/docs.json
+++ b/docs/docs.json
@@ -130,12 +130,12 @@
                           "components/vectordbs/dbs/pgvector",
                           "components/vectordbs/dbs/milvus",
                           "components/vectordbs/dbs/pinecone",
-                          "components/vectordbs/dbs/azure_ai_search",
+                          "components/vectordbs/dbs/azure",
                           "components/vectordbs/dbs/redis",
                           "components/vectordbs/dbs/elasticsearch",
                           "components/vectordbs/dbs/opensearch",
                           "components/vectordbs/dbs/supabase",
-                          "components/vectordbs/dbs/vertex_ai_vector_search",
+                          "components/vectordbs/dbs/vertex_ai",
                           "components/vectordbs/dbs/weaviate",
                           "components/vectordbs/dbs/faiss"
                         ]