system specs

admin/assets/javascripts/discourse/routes/admin-plugins-show-discourse-ai-embeddings-edit.js

@@ -2,7 +2,9 @@ import DiscourseRoute from "discourse/routes/discourse";
 
 export default class AdminPluginsShowDiscourseAiEmbeddingsEdit extends DiscourseRoute {
   async model(params) {
-    const allEmbeddings = this.modelFor("adminPlugins.show.discourse-ai-embeddings");
+    const allEmbeddings = this.modelFor(
+      "adminPlugins.show.discourse-ai-embeddings"
+    );
     const id = parseInt(params.id, 10);
     const record = allEmbeddings.findBy("id", id);
     record.provider_params = record.provider_params || {};

assets/javascripts/discourse/components/ai-embedding-editor.gjs

@@ -51,23 +51,30 @@ export default class AiEmbeddingEditor extends Component {
   }
 
   get presets() {
-    return this.args.embeddings.resultSetMeta.presets.map((preset) => {
+    const presets = this.args.embeddings.resultSetMeta.presets.map((preset) => {
       return {
         name: preset.display_name,
         id: preset.preset_id,
       };
     });
+
+    presets.pushObject({
+      name: i18n("discourse_ai.embeddings.configure_manually"),
+      id: "manual",
+    });
+
+    return presets;
   }
 
   get showPresets() {
     return !this.selectedPreset && this.args.model.isNew;
   }
 
-  @computed("args.model.provider")
+  @computed("editingModel.provider")
   get metaProviderParams() {
     return (
       this.args.embeddings.resultSetMeta.provider_params[
-        this.args?.model?.provider
+        this.editingModel?.provider
       ] || {}
     );
   }
@@ -82,10 +89,11 @@ export default class AiEmbeddingEditor extends Component {
 
   @action
   configurePreset() {
-    this.selectedPreset = this.args.embeddings.resultSetMeta.presets.findBy(
-      "preset_id",
-      this.presetId
-    );
+    this.selectedPreset =
+      this.args.embeddings.resultSetMeta.presets.findBy(
+        "preset_id",
+        this.presetId
+      ) || {};
 
     this.editingModel = this.store
       .createRecord("ai-embedding", this.selectedPreset)
@@ -192,15 +200,15 @@ export default class AiEmbeddingEditor extends Component {
           <ComboBox
             @value={{this.presetId}}
             @content={{this.presets}}
-            class="ai-tool-editor__presets"
+            class="ai-embedding-editor__presets"
           />
         </div>
 
         <div class="control-group ai-llm-editor__action_panel">
           <DButton
             @action={{this.configurePreset}}
             @label="discourse_ai.tools.next.title"
-            class="ai-tool-editor__next"
+            class="ai-embedding-editor__next"
           />
         </div>
       {{else}}
@@ -253,7 +261,7 @@ export default class AiEmbeddingEditor extends Component {
           <label>{{i18n "discourse_ai.embeddings.tokenizer"}}</label>
           <ComboBox
             @value={{this.editingModel.tokenizer_class}}
-            @content={{this.editingModel.resultSetMeta.tokenizers}}
+            @content={{@embeddings.resultSetMeta.tokenizers}}
             @class="ai-embedding-editor__tokenizer"
           />
         </div>
@@ -302,6 +310,7 @@ export default class AiEmbeddingEditor extends Component {
             </label>
             <Input
               @type="text"
+              class="ai-embedding-editor-input ai-embedding-editor__{{field}}"
               @value={{mut (get this.editingModel.provider_params field)}}
             />
           </div>

assets/javascripts/discourse/components/ai-embeddings-list-editor.gjs

@@ -4,7 +4,7 @@ import { service } from "@ember/service";
 import DBreadcrumbsItem from "discourse/components/d-breadcrumbs-item";
 import DButton from "discourse/components/d-button";
 import DPageSubheader from "discourse/components/d-page-subheader";
-import I18n, { i18n } from "discourse-i18n";
+import { i18n } from "discourse-i18n";
 import AdminConfigAreaEmptyList from "admin/components/admin-config-area-empty-list";
 import AiEmbeddingEditor from "./ai-embedding-editor";
 
@@ -53,10 +53,7 @@ export default class AiEmbeddingsListEditor extends Component {
             </thead>
             <tbody>
               {{#each @embeddings as |embedding|}}
-                <tr
-                  data-embedding-name={{embedding.display_name}}
-                  class="ai-embeddings-list__row d-admin-row__content"
-                >
+                <tr class="ai-embeddings-list__row d-admin-row__content">
                   <td class="d-admin-row__overview">
                     <div class="ai-embeddings-list__name">
                       <strong>

assets/stylesheets/modules/embeddings/common/ai-embedding-editor.scss

@@ -23,4 +23,4 @@
     display: flex;
     align-items: center;
   }
-}
+}

config/locales/client.en.yml

@@ -512,6 +512,7 @@ en:
         confirm_delete: Are you sure you want to remove this embedding configuration?
         empty: "You haven't setup embeddings yet"
         presets: "Select a preset..."
+        configure_manually: "Configure manually"
         edit: "Edit"
         tests: 
           title: "Run test"

spec/system/embeddings/ai_embedding_definition_spec.rb

@@ -0,0 +1,87 @@
+# frozen_string_literal: true
+
+RSpec.describe "Managing Embeddings configurations", type: :system, js: true do
+  fab!(:admin)
+  let(:page_header) { PageObjects::Components::DPageHeader.new }
+
+  before { sign_in(admin) }
+
+  it "correctly sets defaults" do
+    preset = "text-embedding-3-small"
+    api_key = "abcd"
+
+    visit "/admin/plugins/discourse-ai/ai-embeddings"
+
+    find(".ai-embeddings-list-editor__new-button").click()
+    select_kit = PageObjects::Components::SelectKit.new(".ai-embedding-editor__presets")
+    select_kit.expand
+    select_kit.select_row_by_value(preset)
+    find(".ai-embedding-editor__next").click
+    find("input.ai-embedding-editor__api-key").fill_in(with: api_key)
+    find(".ai-embedding-editor__save").click()
+
+    expect(page).to have_current_path("/admin/plugins/discourse-ai/ai-embeddings")
+
+    embedding_def = EmbeddingDefinition.order(:id).last
+    expect(embedding_def.api_key).to eq(api_key)
+
+    preset = EmbeddingDefinition.presets.find { |p| p[:preset_id] == preset }
+
+    expect(embedding_def.display_name).to eq(preset[:display_name])
+    expect(embedding_def.url).to eq(preset[:url])
+    expect(embedding_def.tokenizer_class).to eq(preset[:tokenizer_class])
+    expect(embedding_def.dimensions).to eq(preset[:dimensions])
+    expect(embedding_def.max_sequence_length).to eq(preset[:max_sequence_length])
+    expect(embedding_def.pg_function).to eq(preset[:pg_function])
+    expect(embedding_def.provider).to eq(preset[:provider])
+    expect(embedding_def.provider_params.symbolize_keys).to eq(preset[:provider_params])
+  end
+
+  it "supports manual config" do
+    api_key = "abcd"
+
+    visit "/admin/plugins/discourse-ai/ai-embeddings"
+
+    find(".ai-embeddings-list-editor__new-button").click()
+    select_kit = PageObjects::Components::SelectKit.new(".ai-embedding-editor__presets")
+    select_kit.expand
+    select_kit.select_row_by_value("manual")
+    find(".ai-embedding-editor__next").click
+
+    find("input.ai-embedding-editor__display-name").fill_in(with: "OpenAI's text-embedding-3-small")
+
+    select_kit = PageObjects::Components::SelectKit.new(".ai-embedding-editor__provider")
+    select_kit.expand
+    select_kit.select_row_by_value(EmbeddingDefinition::OPEN_AI)
+
+    find("input.ai-embedding-editor__url").fill_in(with: "https://api.openai.com/v1/embeddings")
+    find("input.ai-embedding-editor__api-key").fill_in(with: api_key)
+
+    select_kit = PageObjects::Components::SelectKit.new(".ai-embedding-editor__tokenizer")
+    select_kit.expand
+    select_kit.select_row_by_value("DiscourseAi::Tokenizer::OpenAiTokenizer")
+
+    find("input.ai-embedding-editor__dimensions").fill_in(with: 1536)
+    find("input.ai-embedding-editor__max_sequence_length").fill_in(with: 8191)
+
+    select_kit = PageObjects::Components::SelectKit.new(".ai-embedding-editor__distance_functions")
+    select_kit.expand
+    select_kit.select_row_by_value("<=>")
+    find(".ai-embedding-editor__save").click()
+
+    expect(page).to have_current_path("/admin/plugins/discourse-ai/ai-embeddings")
+
+    embedding_def = EmbeddingDefinition.order(:id).last
+    expect(embedding_def.api_key).to eq(api_key)
+
+    preset = EmbeddingDefinition.presets.find { |p| p[:preset_id] == "text-embedding-3-small" }
+
+    expect(embedding_def.display_name).to eq(preset[:display_name])
+    expect(embedding_def.url).to eq(preset[:url])
+    expect(embedding_def.tokenizer_class).to eq(preset[:tokenizer_class])
+    expect(embedding_def.dimensions).to eq(preset[:dimensions])
+    expect(embedding_def.max_sequence_length).to eq(preset[:max_sequence_length])
+    expect(embedding_def.pg_function).to eq(preset[:pg_function])
+    expect(embedding_def.provider).to eq(preset[:provider])
+  end
+end