diff --git a/recipes/audio/audio_to_text/ai-lab.yaml b/recipes/audio/audio_to_text/ai-lab.yaml
index 6a9cbe8b..2db298d8 100644
--- a/recipes/audio/audio_to_text/ai-lab.yaml
+++ b/recipes/audio/audio_to_text/ai-lab.yaml
@@ -1,14 +1,14 @@
 version: v1.0
 application:
   type: audio
-  name: Audio Transcription 
-  description: This is a Streamlit transcription application. 
+  name: Audio Transcription
+  description: Transcribe audio files via speech recognition.
   containers:
     - name: whispercpp-server
       contextdir: ../../../model_servers/whispercpp
       containerfile: ./base/Containerfile
       model-service: true
-      backend: 
+      backend:
         - llama
       arch:
         - arm64
diff --git a/recipes/computer_vision/object_detection/ai-lab.yaml b/recipes/computer_vision/object_detection/ai-lab.yaml
index d6189afc..e305b543 100644
--- a/recipes/computer_vision/object_detection/ai-lab.yaml
+++ b/recipes/computer_vision/object_detection/ai-lab.yaml
@@ -2,7 +2,7 @@ version: v1.0
 application:
   type: vision
   name: Object Detection
-  description: This is an example object detection demo
+  description: Detect and classify objects in images.
   containers:
     - name: object-detection-server
       contextdir: ../../../model_servers/object_detection_python
diff --git a/recipes/multimodal/image_understanding/ai-lab.yaml b/recipes/multimodal/image_understanding/ai-lab.yaml
index e016627c..5ef1098a 100644
--- a/recipes/multimodal/image_understanding/ai-lab.yaml
+++ b/recipes/multimodal/image_understanding/ai-lab.yaml
@@ -1,13 +1,13 @@
 application:
   type: Multimodal
   name: image-understanding
-  description: This demo uses a Multimodal model to analyze the content of images.  
+  description: Analyze and describe the content of images.
   containers:
     - name: llamacpp-server
       contextdir: ../../../model_servers/llamacpp_python
       containerfile: ./base/Containerfile
       model-service: true
-      backend: 
+      backend:
         - llama
       arch:
         - arm64
diff --git a/recipes/natural_language_processing/chatbot/ai-lab.yaml b/recipes/natural_language_processing/chatbot/ai-lab.yaml
index 8e6a2feb..6003c2e3 100644
--- a/recipes/natural_language_processing/chatbot/ai-lab.yaml
+++ b/recipes/natural_language_processing/chatbot/ai-lab.yaml
@@ -2,13 +2,13 @@ version: v1.0
 application:
   type: language
   name: ChatBot_Streamlit
-  description: This is a Streamlit chat demo application. 
+  description: Chat with a model service in a web frontend.
   containers:
     - name: llamacpp-server
       contextdir: ../../../model_servers/llamacpp_python
       containerfile: ./base/Containerfile
       model-service: true
-      backend: 
+      backend:
         - llama
       arch:
         - arm64
diff --git a/recipes/natural_language_processing/codegen/ai-lab.yaml b/recipes/natural_language_processing/codegen/ai-lab.yaml
index 9d6c0488..98e7dd14 100644
--- a/recipes/natural_language_processing/codegen/ai-lab.yaml
+++ b/recipes/natural_language_processing/codegen/ai-lab.yaml
@@ -2,13 +2,13 @@ version: v1.0
 application:
   type: language
   name: codegen-demo
-  description: This is a code generation demo application. 
+  description: Generate code in countless programming languages.
   containers:
     - name: llamacpp-server
       contextdir: ../../../model_servers/llamacpp_python
       containerfile: ./base/Containerfile
       model-service: true
-      backend: 
+      backend:
         - llama
       arch:
         - arm64
diff --git a/recipes/natural_language_processing/rag/ai-lab.yaml b/recipes/natural_language_processing/rag/ai-lab.yaml
index b50d3cf8..fc6b5818 100644
--- a/recipes/natural_language_processing/rag/ai-lab.yaml
+++ b/recipes/natural_language_processing/rag/ai-lab.yaml
@@ -2,13 +2,13 @@ version: v1.0
 application:
   type: language
   name: rag-demo
-  description: This is a RAG demo application. 
+  description: A RAG chat bot using local documents.
   containers:
     - name: llamacpp-server
       contextdir: ../../../model_servers/llamacpp_python
       containerfile: ./base/Containerfile
       model-service: true
-      backend: 
+      backend:
         - llama
       arch:
         - arm64
diff --git a/recipes/natural_language_processing/summarizer/ai-lab.yaml b/recipes/natural_language_processing/summarizer/ai-lab.yaml
index 10b902dd..26b76cb3 100644
--- a/recipes/natural_language_processing/summarizer/ai-lab.yaml
+++ b/recipes/natural_language_processing/summarizer/ai-lab.yaml
@@ -2,13 +2,13 @@ version: v1.0
 application:
   type: language
   name: Summarizer_App
-  description: This is a Streamlit demo application for summarizing text. 
+  description: Summarize text files in a web frontend.
   containers:
     - name: llamacpp-server
       contextdir: ../../../model_servers/llamacpp_python
       containerfile: ./base/Containerfile
       model-service: true
-      backend: 
+      backend:
         - llama
       arch:
         - arm64