diff --git a/samples/python-implicit-gpu/README.md b/samples/python-implicit-gpu/README.md
index 90aea01f..cd3c2ada 100644
--- a/samples/python-implicit-gpu/README.md
+++ b/samples/python-implicit-gpu/README.md
@@ -24,6 +24,6 @@ Title: Python & Implicit & GPU
 
 Short Description: A Music Recommendation API that provides artist recommendations based on collaborative filtering using the ALS algorithm from the implicit library using a GPU.
 
-Tags: music, recommendation, api, collaborative filtering, implicit library
+Tags: music, recommendation, api, collaborative filtering, implicit library, gpu
 
 Languages: python
diff --git a/samples/vllm/README.md b/samples/vllm/README.md
index 104c5f87..e5cad8ff 100644
--- a/samples/vllm/README.md
+++ b/samples/vllm/README.md
@@ -1,6 +1,6 @@
 # Mistral & vLLM
 
-This guide demonstrates how to deploy Mistral using VLM. You'll need a Hugging Face token to begin.
+This guide demonstrates how to deploy Mistral using vLLM. You'll need a Hugging Face token to begin.
 
 ## Prerequisites
 
@@ -43,8 +43,8 @@ By following these steps, you should be able to deploy Mistral along with a cust
 
 Title: Mistral & vLLM
 
-Short Description: Deploy Mistral with a custom UI using VLM
+Short Description: Deploy Mistral with a custom UI using vLLM
 
-Tags: mistral, vllm, ai, nextjs
+Tags: mistral, vllm, ai, nextjs, gpu
 
 Languages: nodejs, typescript