DEV: Robust check for embeddings enabled

app/controllers/discourse_ai/admin/rag_document_fragments_controller.rb

@@ -20,7 +20,7 @@ def indexing_status_check
       def upload_file
         file = params[:file] || params[:files].first
 
-        if !SiteSetting.ai_embeddings_enabled?
+        if !DiscourseAi::Embeddings.enabled?
           raise Discourse::InvalidAccess.new("Embeddings not enabled")
         end
 

app/jobs/regular/generate_embeddings.rb

@@ -5,7 +5,7 @@ class GenerateEmbeddings < ::Jobs::Base
     sidekiq_options queue: "low"
 
     def execute(args)
-      return unless SiteSetting.ai_embeddings_enabled
+      return unless DiscourseAi::Embeddings.enabled?
       return if args[:target_type].blank? || args[:target_id].blank?
       target = args[:target_type].constantize.find_by_id(args[:target_id])
       return if target.nil? || target.deleted_at.present?

app/jobs/scheduled/embeddings_backfill.rb

@@ -7,7 +7,7 @@ class EmbeddingsBackfill < ::Jobs::Scheduled
     cluster_concurrency 1
 
     def execute(args)
-      return unless SiteSetting.ai_embeddings_enabled
+      return unless DiscourseAi::Embeddings.enabled?
 
       limit = SiteSetting.ai_embeddings_backfill_batch_size
 

app/models/rag_document_fragment.rb

@@ -11,7 +11,7 @@ class << self
     def link_target_and_uploads(target, upload_ids)
       return if target.blank?
       return if upload_ids.blank?
-      return if !SiteSetting.ai_embeddings_enabled?
+      return if !DiscourseAi::Embeddings.enabled?
 
       UploadReference.ensure_exist!(upload_ids: upload_ids, target: target)
 
@@ -27,7 +27,7 @@ def link_target_and_uploads(target, upload_ids)
 
     def update_target_uploads(target, upload_ids)
       return if target.blank?
-      return if !SiteSetting.ai_embeddings_enabled?
+      return if !DiscourseAi::Embeddings.enabled?
 
       if upload_ids.blank?
         RagDocumentFragment.where(target: target).destroy_all

lib/ai_bot/entry_point.rb

@@ -196,7 +196,7 @@ def inject_into(plugin)
         )
 
         plugin.on(:site_setting_changed) do |name, old_value, new_value|
-          if name == :ai_embeddings_selected_model && SiteSetting.ai_embeddings_enabled? &&
+          if name == :ai_embeddings_selected_model && DiscourseAi::Embeddings.enabled? &&
                new_value != old_value
             RagDocumentFragment.delete_all
             UploadReference

lib/ai_bot/personas/persona.rb

@@ -295,7 +295,7 @@ def rag_fragments_prompt(conversation_context, llm:, user:)
           upload_refs =
             UploadReference.where(target_id: id, target_type: "AiPersona").pluck(:upload_id)
 
-          return nil if !SiteSetting.ai_embeddings_enabled?
+          return nil if !DiscourseAi::Embeddings.enabled?
           return nil if conversation_context.blank? || upload_refs.blank?
 
           latest_interactions =

lib/ai_helper/semantic_categorizer.rb

@@ -9,7 +9,7 @@ def initialize(input, user)
 
       def categories
         return [] if @text.blank?
-        return [] unless SiteSetting.ai_embeddings_enabled
+        return [] if !DiscourseAi::Embeddings.enabled?
 
         candidates = nearest_neighbors(limit: 100)
         return [] if candidates.empty?
@@ -51,7 +51,7 @@ def categories
 
       def tags
         return [] if @text.blank?
-        return [] unless SiteSetting.ai_embeddings_enabled
+        return [] if !DiscourseAi::Embeddings.enabled?
 
         candidates = nearest_neighbors(limit: 100)
         return [] if candidates.empty?

lib/configuration/embedding_defs_validator.rb

@@ -8,20 +8,11 @@ def initialize(opts = {})
       end
 
       def valid_value?(val)
-        if val.blank?
-          @module_enabled = SiteSetting.ai_embeddings_enabled
-
-          !@module_enabled
-        else
-          EmbeddingDefinition.exists?(id: val).tap { |def_exists| @invalid_option = !def_exists }
-        end
+        val.present? || !SiteSetting.ai_embeddings_enabled
       end
 
       def error_message
-        return I18n.t("discourse_ai.embeddings.configuration.disable_embeddings") if @module_enabled
-        return I18n.t("discourse_ai.embeddings.configuration.invalid_config") if @invalid_option
-
-        ""
+        I18n.t("discourse_ai.embeddings.configuration.disable_embeddings")
       end
     end
   end

lib/embeddings.rb

@@ -0,0 +1,10 @@
+# frozen_string_literal: true
+
+module DiscourseAi
+  module Embeddings
+    def self.enabled?
+      SiteSetting.ai_embeddings_enabled && SiteSetting.ai_embeddings_selected_model.present? &&
+        EmbeddingDefinition.exists?(id: SiteSetting.ai_embeddings_selected_model)
+    end
+  end
+end

lib/embeddings/entry_point.rb

@@ -56,7 +56,7 @@ def inject_into(plugin)
         # embeddings generation.
         callback =
           Proc.new do |target|
-            if SiteSetting.ai_embeddings_enabled &&
+            if DiscourseAi::Embeddings.enabled? &&
                  (target.is_a?(Topic) || SiteSetting.ai_embeddings_per_post_enabled)
               Jobs.enqueue(
                 :generate_embeddings,

spec/lib/modules/embeddings/entry_point_spec.rb

@@ -3,6 +3,10 @@
 describe DiscourseAi::Embeddings::EntryPoint do
   fab!(:user) { Fabricate(:user, refresh_auto_groups: true) }
 
+  fab!(:embedding_definition)
+
+  before { SiteSetting.ai_embeddings_selected_model = embedding_definition.id }
+
   describe "registering event callbacks" do
     context "when creating a topic" do
       let(:creator) do

spec/models/rag_document_fragment_spec.rb

@@ -6,7 +6,10 @@
   fab!(:upload_2) { Fabricate(:upload) }
   fab!(:vector_def) { Fabricate(:embedding_definition) }
 
-  before { SiteSetting.ai_embeddings_enabled = true }
+  before do
+    SiteSetting.ai_embeddings_selected_model = vector_def.id
+    SiteSetting.ai_embeddings_enabled = true
+  end
 
   describe ".link_uploads_and_persona" do
     it "does nothing if there is no persona" do

spec/requests/admin/ai_personas_controller_spec.rb

@@ -3,10 +3,11 @@
 RSpec.describe DiscourseAi::Admin::AiPersonasController do
   fab!(:admin)
   fab!(:ai_persona)
+  fab!(:embedding_definition)
 
   before do
     sign_in(admin)
-
+    SiteSetting.ai_embeddings_selected_model = embedding_definition.id
     SiteSetting.ai_embeddings_enabled = true
   end