DEV: Transition "Select model" settings to only use LlmModels (#675)

We no longer support the "provider:model" format in the "ai_helper_model" and
"ai_embeddings_semantic_search_hyde_model" settings. We'll migrate existing
values and work with our new data-driven LLM configs from now on.

app/controllers/discourse_ai/admin/ai_llms_controller.rb

@@ -53,12 +53,7 @@ module DiscourseAi
       def destroy
         llm_model = LlmModel.find(params[:id])
 
-        dependant_settings = %i[ai_helper_model ai_embeddings_semantic_search_hyde_model]
+        in_use_by = DiscourseAi::Configuration::LlmValidator.new.modules_using(llm_model)
-
-        in_use_by = []
-        dependant_settings.each do |s_name|
-          in_use_by << s_name if SiteSetting.public_send(s_name) == "custom:#{llm_model.id}"
-        end
 
         if !in_use_by.empty?
           return(
@@ -85,11 +80,7 @@ module DiscourseAi
 
         llm_model = LlmModel.new(ai_llm_params)
 
-        DiscourseAi::Completions::Llm.proxy_from_obj(llm_model).generate(
+        DiscourseAi::Configuration::LlmValidator.new.run_test(llm_model)
-          "How much is 1 + 1?",
-          user: current_user,
-          feature_name: "llm_validator",
-        )
 
         render json: { success: true }
       rescue DiscourseAi::Completions::Endpoints::Base::CompletionFailed => e

db/post_migrate/20240619193057_choose_llm_model_setting_migration.rb

@@ -0,0 +1,40 @@
+# frozen_string_literal: true
+
+class ChooseLlmModelSettingMigration < ActiveRecord::Migration[7.0]
+  def up
+    transition_to_llm_model("ai_helper_model")
+    transition_to_llm_model("ai_embeddings_semantic_search_hyde_model")
+  end
+
+  def transition_to_llm_model(llm_setting_name)
+    setting_value =
+      DB
+        .query_single(
+          "SELECT value FROM site_settings WHERE name = :llm_setting",
+          llm_setting: llm_setting_name,
+        )
+        .first
+        .to_s
+
+    return if setting_value.empty?
+
+    provider_and_model = setting_value.split(":")
+    provider = provider_and_model.first
+    model = provider_and_model.second
+    return if provider == "custom"
+
+    llm_model_id = DB.query_single(<<~SQL, provider: provider, model: model).first.to_s
+        SELECT id FROM llm_models WHERE provider = :provider AND name = :model
+    SQL
+
+    return if llm_model_id.empty?
+
+    DB.exec(<<~SQL, llm_setting: llm_setting_name, new_value: "custom:#{llm_model_id}")
+      UPDATE site_settings SET value=:new_value WHERE name=:llm_setting
+    SQL
+  end
+
+  def down
+    raise ActiveRecord::IrreversibleMigration
+  end
+end

lib/completions/llm.rb

@@ -20,7 +20,11 @@ module DiscourseAi
       class << self
         def provider_names
           providers = %w[aws_bedrock anthropic vllm hugging_face cohere open_ai google azure]
-          providers << "ollama" if Rails.env.development?
+          if !Rails.env.production?
+            providers << "fake"
+            providers << "ollama"
+          end
+
           providers
         end
 

lib/configuration/llm_dependency_validator.rb

@@ -10,19 +10,17 @@ module DiscourseAi
       def valid_value?(val)
         return true if val == "f"
 
-        SiteSetting.public_send(llm_dependency_setting_name).present?
+        @llm_dependency_setting_name =
+          DiscourseAi::Configuration::LlmValidator.new.choose_llm_setting_for(@opts[:name])
+
+        SiteSetting.public_send(@llm_dependency_setting_name).present?
       end
 
       def error_message
-        I18n.t("discourse_ai.llm.configuration.set_llm_first", setting: llm_dependency_setting_name)
+        I18n.t(
-      end
+          "discourse_ai.llm.configuration.set_llm_first",
-
+          setting: @llm_dependency_setting_name,
-      def llm_dependency_setting_name
+        )
-        if @opts[:name] == :ai_embeddings_semantic_search_enabled
-          :ai_embeddings_semantic_search_hyde_model
-        else
-          :ai_helper_model
-        end
       end
     end
   end

lib/configuration/llm_enumerator.rb

@@ -10,22 +10,14 @@ module DiscourseAi
       end
 
       def self.values
-        begin
+        values = DB.query_hash(<<~SQL)
-          llm_models =
+          SELECT display_name AS name, id AS value
-            DiscourseAi::Completions::Llm.models_by_provider.flat_map do |provider, models|
+          FROM llm_models
-              endpoint = DiscourseAi::Completions::Endpoints::Base.endpoint_for(provider.to_s)
+        SQL
 
-              models.map do |model_name|
+        values.each { |value_h| value_h["value"] = "custom:#{value_h["value"]}" }
-                { name: endpoint.display_name(model_name), value: "#{provider}:#{model_name}" }
-              end
-            end
 
-          LlmModel.all.each do |model|
+        values
-            llm_models << { name: model.display_name, value: "custom:#{model.id}" }
-          end
-
-          llm_models
-        end
       end
 
       def self.available_ai_bots

lib/configuration/llm_validator.rb

@@ -9,33 +9,33 @@ module DiscourseAi
 
       def valid_value?(val)
         if val == ""
+          parent_module_name = modules_and_choose_llm_settings.invert[@opts[:name]]
+
           @parent_enabled = SiteSetting.public_send(parent_module_name)
           return !@parent_enabled
         end
 
-        provider_and_model_name = val.split(":")
+        llm_model_id = val.split(":")&.last
-        provider_name = provider_and_model_name.first
+        llm_model = LlmModel.find_by(id: llm_model_id)
-        model_name_without_prov = provider_and_model_name[1..].join
+        return false if llm_model.nil?
-        is_custom_model = provider_name == "custom"
 
-        # Bypass setting validations for custom models. They don't rely on site settings.
+        run_test(llm_model).tap { |result| @unreachable = result }
-        if !is_custom_model
+      rescue StandardError
-          endpoint = DiscourseAi::Completions::Endpoints::Base.endpoint_for(provider_name)
-
-          return false if endpoint.nil?
-
-          if !endpoint.correctly_configured?(model_name_without_prov)
-            @endpoint = endpoint
-            return false
-          end
-
-          if !can_talk_to_model?(val)
         @unreachable = true
-            return false
+        false
-          end
       end
 
-        true
+      def run_test(llm_model)
+        DiscourseAi::Completions::Llm
+          .proxy_from_obj(llm_model)
+          .generate("How much is 1 + 1?", user: nil, feature_name: "llm_validator")
+          .present?
+      end
+
+      def modules_using(llm_model)
+        choose_llm_settings = modules_and_choose_llm_settings.values
+
+        choose_llm_settings.select { |s| SiteSetting.public_send(s) == "custom:#{llm_model.id}" }
       end
 
       def error_message
@@ -48,28 +48,20 @@ module DiscourseAi
           )
         end
 
-        return(I18n.t("discourse_ai.llm.configuration.model_unreachable")) if @unreachable
+        return unless @unreachable
 
-        @endpoint&.configuration_hint
+        I18n.t("discourse_ai.llm.configuration.model_unreachable")
       end
 
-      def parent_module_name
+      def choose_llm_setting_for(module_enabler_setting)
-        if @opts[:name] == :ai_embeddings_semantic_search_hyde_model
+        modules_and_choose_llm_settings[module_enabler_setting]
-          :ai_embeddings_semantic_search_enabled
-        else
-          :composer_ai_helper_enabled
-        end
       end
 
-      private
+      def modules_and_choose_llm_settings
-
+        {
-      def can_talk_to_model?(model_name)
+          ai_embeddings_semantic_search_enabled: :ai_embeddings_semantic_search_hyde_model,
-        DiscourseAi::Completions::Llm
+          composer_ai_helper_enabled: :ai_helper_model,
-          .proxy(model_name)
+        }
-          .generate("How much is 1 + 1?", user: nil, feature_name: "llm_validator")
-          .present?
-      rescue StandardError
-        false
       end
     end
   end

spec/jobs/regular/stream_post_helper_spec.rb

@@ -3,7 +3,7 @@
 RSpec.describe Jobs::StreamPostHelper do
   subject(:job) { described_class.new }
 
-  before { SiteSetting.ai_helper_model = "fake:fake" }
+  before { assign_fake_provider_to(:ai_helper_model) }
 
   describe "#execute" do
     fab!(:topic)

spec/lib/modules/ai_bot/tools/search_spec.rb

@@ -108,7 +108,7 @@ RSpec.describe DiscourseAi::AiBot::Tools::Search do
       after { DiscourseAi::Embeddings::SemanticSearch.clear_cache_for(query) }
 
       it "supports semantic search when enabled" do
-        SiteSetting.ai_embeddings_semantic_search_hyde_model = "fake:fake"
+        assign_fake_provider_to(:ai_embeddings_semantic_search_hyde_model)
         SiteSetting.ai_embeddings_semantic_search_enabled = true
         SiteSetting.ai_embeddings_discourse_service_api_endpoint = "http://test.com"
 

spec/lib/modules/ai_helper/assistant_spec.rb

@@ -5,7 +5,7 @@ RSpec.describe DiscourseAi::AiHelper::Assistant do
   fab!(:empty_locale_user) { Fabricate(:user, locale: "") }
   let(:prompt) { CompletionPrompt.find_by(id: mode) }
 
-  before { SiteSetting.ai_helper_model = "fake:fake" }
+  before { assign_fake_provider_to(:ai_helper_model) }
 
   let(:english_text) { <<~STRING }
     To perfect his horror, Caesar, surrounded at the base of the statue by the impatient daggers of his friends,

spec/lib/modules/ai_helper/chat_thread_titler_spec.rb

@@ -3,7 +3,7 @@
 RSpec.describe DiscourseAi::AiHelper::ChatThreadTitler do
   subject(:titler) { described_class.new(thread) }
 
-  before { SiteSetting.ai_helper_model = "fake:fake" }
+  before { assign_fake_provider_to(:ai_helper_model) }
 
   fab!(:thread) { Fabricate(:chat_thread) }
   fab!(:chat_message) { Fabricate(:chat_message, thread: thread) }

spec/lib/modules/ai_helper/entry_point_spec.rb

@@ -5,7 +5,7 @@ describe DiscourseAi::AiHelper::EntryPoint do
   fab!(:french_user) { Fabricate(:user, locale: "fr") }
 
   it "will correctly localize available prompts" do
-    SiteSetting.ai_helper_model = "fake:fake"
+    assign_fake_provider_to(:ai_helper_model)
     SiteSetting.default_locale = "en"
     SiteSetting.allow_user_locale = true
     SiteSetting.composer_ai_helper_enabled = true

spec/lib/modules/ai_helper/painter_spec.rb

@@ -6,7 +6,7 @@ RSpec.describe DiscourseAi::AiHelper::Painter do
   fab!(:user)
 
   before do
-    SiteSetting.ai_helper_model = "fake:fake"
+    assign_fake_provider_to(:ai_helper_model)
     SiteSetting.ai_stability_api_url = "https://api.stability.dev"
     SiteSetting.ai_stability_api_key = "abc"
     SiteSetting.ai_openai_api_key = "abc"

spec/lib/modules/embeddings/semantic_search_spec.rb

@@ -7,7 +7,7 @@ RSpec.describe DiscourseAi::Embeddings::SemanticSearch do
   let(:query) { "test_query" }
   let(:subject) { described_class.new(Guardian.new(user)) }
 
-  before { SiteSetting.ai_embeddings_semantic_search_hyde_model = "fake:fake" }
+  before { assign_fake_provider_to(:ai_embeddings_semantic_search_hyde_model) }
 
   describe "#search_for_topics" do
     let(:hypothetical_post) { "This is an hypothetical post generated from the keyword test_query" }

spec/plugin_helper.rb

@@ -6,6 +6,12 @@ module DiscourseAi::ChatBotHelper
     bots.each { |b| b.update!(enabled_chat_bot: true) }
     DiscourseAi::AiBot::SiteSettingsExtension.enable_or_disable_ai_bots
   end
+
+  def assign_fake_provider_to(setting_name)
+    Fabricate(:llm_model, provider: "fake", name: "fake").tap do |fake_llm|
+      SiteSetting.public_send("#{setting_name}=", "custom:#{fake_llm.id}")
+    end
+  end
 end
 
 RSpec.configure { |c| c.include DiscourseAi::ChatBotHelper }

spec/plugin_spec.rb

@@ -28,7 +28,7 @@ describe Plugin::Instance do
     fab!(:user)
 
     before do
-      SiteSetting.ai_helper_model = "fake:fake"
+      assign_fake_provider_to(:ai_helper_model)
       SiteSetting.composer_ai_helper_enabled = true
       SiteSetting.ai_helper_illustrate_post_model = "disabled"
       Group.find_by(id: Group::AUTO_GROUPS[:admins]).add(user)

spec/requests/admin/ai_llms_controller_spec.rb

@@ -125,12 +125,12 @@ RSpec.describe DiscourseAi::Admin::AiLlmsController do
     end
 
     it "validates the model is not in use" do
-      SiteSetting.ai_helper_model = "custom:#{llm_model.id}"
+      fake_llm = assign_fake_provider_to(:ai_helper_model)
 
-      delete "/admin/plugins/discourse-ai/ai-llms/#{llm_model.id}.json"
+      delete "/admin/plugins/discourse-ai/ai-llms/#{fake_llm.id}.json"
 
       expect(response.status).to eq(409)
-      expect(llm_model.reload).to eq(llm_model)
+      expect(fake_llm.reload).to eq(fake_llm)
     end
   end
 end

spec/requests/ai_helper/assistant_controller_spec.rb

@@ -1,7 +1,7 @@
 # frozen_string_literal: true
 
 RSpec.describe DiscourseAi::AiHelper::AssistantController do
-  before { SiteSetting.ai_helper_model = "fake:fake" }
+  before { assign_fake_provider_to(:ai_helper_model) }
 
   describe "#suggest" do
     let(:text_to_proofread) { "The rain in spain stays mainly in the plane." }

spec/system/ai_helper/ai_composer_helper_spec.rb

@@ -6,7 +6,7 @@ RSpec.describe "AI Composer helper", type: :system, js: true do
 
   before do
     Group.find_by(id: Group::AUTO_GROUPS[:admins]).add(user)
-    SiteSetting.ai_helper_model = "fake:fake"
+    assign_fake_provider_to(:ai_helper_model)
     SiteSetting.composer_ai_helper_enabled = true
     sign_in(user)
   end

spec/system/ai_helper/ai_image_caption_spec.rb

@@ -20,7 +20,7 @@ RSpec.describe "AI image caption", type: :system, js: true do
 
   before do
     Group.find_by(id: Group::AUTO_GROUPS[:admins]).add(user)
-    SiteSetting.ai_helper_model = "fake:fake"
+    assign_fake_provider_to(:ai_helper_model)
     SiteSetting.ai_llava_endpoint = "https://example.com"
     SiteSetting.ai_helper_enabled_features = "image_caption"
     sign_in(user)

spec/system/ai_helper/ai_post_helper_spec.rb

@@ -28,7 +28,7 @@ RSpec.describe "AI Post helper", type: :system, js: true do
 
   before do
     Group.find_by(id: Group::AUTO_GROUPS[:admins]).add(user)
-    SiteSetting.ai_helper_model = "fake:fake"
+    assign_fake_provider_to(:ai_helper_model)
     SiteSetting.composer_ai_helper_enabled = true
     sign_in(user)
   end

spec/system/ai_helper/ai_split_topic_suggestion_spec.rb

@@ -38,7 +38,7 @@ RSpec.describe "AI Post helper", type: :system, js: true do
 
   before do
     Group.find_by(id: Group::AUTO_GROUPS[:admins]).add(user)
-    SiteSetting.ai_helper_model = "fake:fake"
+    assign_fake_provider_to(:ai_helper_model)
     SiteSetting.composer_ai_helper_enabled = true
     sign_in(user)
   end