diff --git a/Gemfile b/Gemfile
index f8174ea62..a50191c56 100644
--- a/Gemfile
+++ b/Gemfile
@@ -179,7 +179,8 @@ gem 'reverse_markdown'
 
 gem 'iso-639'
 gem 'ruby-openai'
-gem 'ai-agents', '>= 0.4.0'
+gem 'ai-agents', '>= 0.4.2'
+gem 'ruby_llm-schema'
 
 gem 'shopify_api'
 
diff --git a/Gemfile.lock b/Gemfile.lock
index b97b72419..483f25179 100644
--- a/Gemfile.lock
+++ b/Gemfile.lock
@@ -126,7 +126,7 @@ GEM
       jbuilder (~> 2)
       rails (>= 4.2, < 7.2)
       selectize-rails (~> 0.6)
-    ai-agents (0.4.0)
+    ai-agents (0.4.2)
       ruby_llm (~> 1.3)
     annotate (3.2.0)
       activerecord (>= 3.2, < 8.0)
@@ -729,6 +729,7 @@ GEM
       faraday-retry (>= 1)
       marcel (~> 1.0)
       zeitwerk (~> 2)
+    ruby_llm-schema (0.1.0)
     ruby_parser (3.20.0)
       sexp_processor (~> 4.16)
     sass (3.7.4)
@@ -910,7 +911,7 @@ DEPENDENCIES
   administrate (>= 0.20.1)
   administrate-field-active_storage (>= 1.0.3)
   administrate-field-belongs_to_search (>= 0.9.0)
-  ai-agents (>= 0.4.0)
+  ai-agents (>= 0.4.2)
   annotate
   attr_extras
   audited (~> 5.4, >= 5.4.1)
@@ -1004,6 +1005,7 @@ DEPENDENCIES
   rubocop-rails
   rubocop-rspec
   ruby-openai
+  ruby_llm-schema
   scout_apm
   scss_lint
   seed_dump