feat: scenario tools [CW-4597] (#11908)

Co-authored-by: Muhsin Keloth <muhsinkeramam@gmail.com>
Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com>
Co-authored-by: Sojan Jose <sojan@pepalo.com>

Gemfile.lock

@@ -126,6 +126,8 @@ GEM
       jbuilder (~> 2)
       rails (>= 4.2, < 7.2)
       selectize-rails (~> 0.6)
+    ai-agents (0.2.1)
+      ruby_llm (~> 1.3)
     annotate (3.2.0)
       activerecord (>= 3.2, < 8.0)
       rake (>= 10.4, < 14.0)
@@ -717,6 +719,15 @@ GEM
     ruby2ruby (2.5.0)
       ruby_parser (~> 3.1)
       sexp_processor (~> 4.6)
+    ruby_llm (1.3.1)
+      base64
+      event_stream_parser (~> 1)
+      faraday (>= 1.10.0)
+      faraday-multipart (>= 1)
+      faraday-net_http (>= 1)
+      faraday-retry (>= 1)
+      marcel (~> 1.0)
+      zeitwerk (~> 2)
     ruby_parser (3.20.0)
       sexp_processor (~> 4.16)
     sass (3.7.4)
@@ -895,6 +906,7 @@ DEPENDENCIES
   administrate (>= 0.20.1)
   administrate-field-active_storage (>= 1.0.3)
   administrate-field-belongs_to_search (>= 0.9.0)
+  ai-agents (>= 0.2.1)
   annotate
   attr_extras
   audited (~> 5.4, >= 5.4.1)