diff --git a/examples/ai/aiclient_embed.vsh b/examples/ai/aiclient_embed.vsh
new file mode 100755
index 00000000..78be2222
--- /dev/null
+++ b/examples/ai/aiclient_embed.vsh
@@ -0,0 +1,17 @@
+#!/usr/bin/env -S v -n -w -gc none  -cc tcc -d use_openssl -enable-globals run
+
+import incubaid.herolib.ai.client
+
+mut cl := client.new()!
+
+// response := cl.llms.llm_local.chat_completion(
+// 	message:               'Explain quantum computing in simple terms'
+// 	temperature:           0.5
+// 	max_completion_tokens: 1024
+// )!
+
+response := cl.llms.llm_embed.chat_completion(
+	message: 'Explain quantum computing in simple terms'
+)!
+
+println(response)
diff --git a/examples/virt/hetzner/readme.md b/examples/virt/hetzner/readme.md
index f762c142..07cc2ec0 100644
--- a/examples/virt/hetzner/readme.md
+++ b/examples/virt/hetzner/readme.md
@@ -1,7 +1,9 @@
 
 ## to get started 
 
-make sure you have hero_secrets loaded
+This script is run from your own computer or a VM on which you develop.
+
+Make sure you have hero_secrets loaded
 
 ```bash
 hero git pull  https://git.threefold.info/despiegk/hero_secrets
@@ -22,7 +24,12 @@ keys available:
 - kristof (ED25519 256)
 - maxime (ED25519 256)
 
-## hetzner info
+you can select another key in the script
+
+> still to do, support our example key which is installed using mysecrets.sh
+
+
+## hetzner troubleshoot info
 
 get the login passwd from: