diff --git a/docs/genai/02_external_llms/02_catalogue.md b/docs/genai/02_external_llms/02_catalogue.md
index 4b87220e98..82a45fa10c 100644
--- a/docs/genai/02_external_llms/02_catalogue.md
+++ b/docs/genai/02_external_llms/02_catalogue.md
@@ -6,12 +6,12 @@ We currently facilitate access to the following externally hosted LLMs:
 -   gpt-4o-mini
 -   gpt-4o
 -   o4-mini
--   o3-mini (deprecated)
 -   text-embedding-3-small
 
 ## VertexAI
--   gemini-2.5-flash-preview-05-20
--   Gemini-2.0 models (flash, flash-lite)
--   Gemini-1.5 models (flash, pro) (deprecated)
+-   gemini-2.5 models (pro, flash)
+-   gemini-2.5-flash-lite-preview-06-17
+-   gemini-2.0 models (flash, flash-lite)
+-   gemini-embedding-001
 
 For a comprehensive list, please [refer to the VertexAI documentation](https://cloud.google.com/vertex-ai/generative-ai/docs/learn/models).
diff --git a/docusaurus.config.ts b/docusaurus.config.ts
index dd78a0cff3..9325bb1690 100644
--- a/docusaurus.config.ts
+++ b/docusaurus.config.ts
@@ -137,7 +137,7 @@ const config: Config = {
             },
             {
               label: "Email for GenAI for research support",
-              href: "mailto:Genai-research-support@nyu.edu",
+              href: "mailto:genai-research-support@nyu.edu",
             },
           ],
         },