diff --git a/apps/www/_blog/2023-05-15-building-chatgpt-plugins-template.mdx b/apps/www/_blog/2023-05-15-building-chatgpt-plugins-template.mdx
index bc613bf4a32..56d508212f8 100644
--- a/apps/www/_blog/2023-05-15-building-chatgpt-plugins-template.mdx
+++ b/apps/www/_blog/2023-05-15-building-chatgpt-plugins-template.mdx
@@ -271,9 +271,8 @@ In a next step you can add authentication to your plugin, let us know on [Twitte
 
 ## More AI resources
 
-- Read the [OpenAI ChatGPT Plugin docs](https://platform.openai.com/docs/plugins/introduction)
+- [OpenAI ChatGPT Plugin docs](https://platform.openai.com/docs/plugins/introduction)
 - [Advanced plugin template](https://github.com/openai/chatgpt-retrieval-plugin)
-- Learn to build your own ChatGPT-style docs search with [Deno Fresh](https://deno.com/blog/build-chatgpt-doc-search-with-supabase-fresh) or [Next.js](https://vercel.com/templates/next.js/nextjs-openai-doc-search-starter)!
-- Read the blog post on how we built [ChatGPT for the Supabase Docs](https://supabase.com/blog/chatgpt-supabase-docs).
-- [[Docs] pgvector: Embeddings and vector similarity](https://supabase.com/docs/guides/database/extensions/pgvector)
-- Watch [Greg's](https://twitter.com/ggrdson) "How I built this" [video](https://youtu.be/Yhtjd7yGGGA) on the [Rabbit Hole Syndrome YouTube Channel](https://www.youtube.com/@RabbitHoleSyndrome).
+- Learn to build your own ChatGPT-style docs search with [Deno Fresh](https://deno.com/blog/build-chatgpt-doc-search-with-supabase-fresh) or [Next.js](https://vercel.com/templates/next.js/nextjs-openai-doc-search-starter)
+- [How we builtChatGPT for the Supabase Docs](https://supabase.com/blog/chatgpt-supabase-docs).
+- [Docs pgvector: Embeddings and vector similarity](https://supabase.com/docs/guides/database/extensions/pgvector)