REFACTOR: update embeddings to formkit (#1188)

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

@@ -1,23 +1,19 @@
 import Component from "@glimmer/component";
-import { tracked } from "@glimmer/tracking";
+import { cached, tracked } from "@glimmer/tracking";
-import { Input, Textarea } from "@ember/component";
 import { concat, fn, get } from "@ember/helper";
-import { on } from "@ember/modifier";
+import { action } from "@ember/object";
-import { action, computed } from "@ember/object";
-import didInsert from "@ember/render-modifiers/modifiers/did-insert";
-import didUpdate from "@ember/render-modifiers/modifiers/did-update";
 import { later } from "@ember/runloop";
 import { service } from "@ember/service";
+import { eq, not } from "truth-helpers";
 import BackButton from "discourse/components/back-button";
+import ConditionalLoadingSpinner from "discourse/components/conditional-loading-spinner";
 import DButton from "discourse/components/d-button";
+import Form from "discourse/components/form";
 import icon from "discourse/helpers/d-icon";
 import { popupAjaxError } from "discourse/lib/ajax-error";
 import { i18n } from "discourse-i18n";
 import AdminSectionLandingItem from "admin/components/admin-section-landing-item";
 import AdminSectionLandingWrapper from "admin/components/admin-section-landing-wrapper";
-import ComboBox from "select-kit/components/combo-box";
-import DTooltip from "float-kit/components/d-tooltip";
-import not from "truth-helpers/helpers/not";
 
 export default class AiEmbeddingEditor extends Component {
   @service toasts;
@@ -27,12 +23,35 @@ export default class AiEmbeddingEditor extends Component {
 
   @tracked isSaving = false;
   @tracked selectedPreset = null;
-
   @tracked testRunning = false;
   @tracked testResult = null;
   @tracked testError = null;
-  @tracked apiKeySecret = true;
+  @tracked currentProvider = null;
-  @tracked editingModel = null;
+
+  constructor() {
+    super(...arguments);
+    if (this.args.model) {
+      this.currentProvider = this.args.model.provider;
+    }
+  }
+
+  @cached
+  get formData() {
+    let data;
+
+    if (this.selectedPreset) {
+      data = this.store
+        .createRecord("ai-embedding", this.selectedPreset)
+        .workingCopy();
+    } else {
+      data = this.args.model.workingCopy();
+    }
+
+    const originalData = JSON.parse(JSON.stringify(data));
+    this._originalFormData = originalData;
+
+    return originalData;
+  }
 
   get selectedProviders() {
     const t = (provName) => {
@@ -50,18 +69,9 @@ export default class AiEmbeddingEditor extends Component {
     };
 
     return this.args.embeddings.resultSetMeta.distance_functions.map((df) => {
-      let iconName;
-
-      if (df === "<=>") {
-        iconName = "discourse-spaceship-operator";
-      } else if (df === "<#>") {
-        iconName = "discourse-negative-inner-product";
-      }
-
       return {
         id: df,
         name: t(df),
-        icon: iconName,
       };
     });
   }
@@ -88,13 +98,17 @@ export default class AiEmbeddingEditor extends Component {
     return !this.selectedPreset && this.args.model.isNew;
   }
 
-  @computed("editingModel.provider")
   get metaProviderParams() {
-    return (
+    const provider = this.currentProvider;
-      this.args.embeddings.resultSetMeta.provider_params[
+    if (!provider) {
-        this.editingModel?.provider
+      return {};
-      ] || {}
+    }
-    );
+
+    const embeddings = this.args.embeddings || {};
+    const meta = embeddings.resultSetMeta || {};
+    const providerParams = meta.provider_params || {};
+
+    return providerParams[provider] || {};
   }
 
   get testErrorMessage() {
@@ -105,6 +119,10 @@ export default class AiEmbeddingEditor extends Component {
     return this.testRunning || this.testResult !== null;
   }
 
+  get seeded() {
+    return this.args.model.id < 0;
+  }
+
   @action
   configurePreset(preset) {
     this.selectedPreset =
@@ -113,40 +131,96 @@ export default class AiEmbeddingEditor extends Component {
         preset.id
       ) || {};
 
-    this.editingModel = this.store
+    if (this.selectedPreset.provider) {
-      .createRecord("ai-embedding", this.selectedPreset)
+      this.currentProvider = this.selectedPreset.provider;
-      .workingCopy();
+    }
   }
 
   @action
-  updateModel() {
+  setProvider(provider, { set }) {
-    this.editingModel = this.args.model.workingCopy();
+    set("provider", provider);
+
+    this.currentProvider = provider;
+
+    const providerParams =
+      this.args.embeddings?.resultSetMeta?.provider_params || {};
+    const params = providerParams[provider] || {};
+
+    const initialParams = {};
+
+    if (params) {
+      const keys = Object.keys(params);
+      keys.forEach((key) => {
+        initialParams[key] = null;
+      });
+    }
+
+    set("provider_params", initialParams);
+  }
+
+  get providerParams() {
+    const normalizeParam = (value) => {
+      if (!value) {
+        return { type: "text" };
+      }
+
+      if (typeof value === "string") {
+        return { type: value };
+      }
+
+      return {
+        type: value.type || "text",
+        values: (value.values || []).map((v) => ({ id: v, name: v })),
+        default: value.default,
+      };
+    };
+
+    return Object.entries(this.metaProviderParams).reduce(
+      (acc, [field, value]) => {
+        acc[field] = normalizeParam(value);
+        return acc;
+      },
+      {}
+    );
   }
 
   @action
-  makeApiKeySecret() {
+  resetForm() {
-    this.apiKeySecret = true;
+    this.selectedPreset = null;
+    this.currentProvider = null;
   }
 
   @action
-  toggleApiKeySecret() {
+  async save(formData) {
-    this.apiKeySecret = !this.apiKeySecret;
-  }
-
-  @action
-  async save() {
     this.isSaving = true;
     const isNew = this.args.model.isNew;
 
     try {
-      await this.editingModel.save();
+      const dataToSave = { ...formData };
+
+      if (this.selectedPreset) {
+        // new embeddings
+        const newModel = this.store.createRecord("ai-embedding", {
+          ...this.selectedPreset,
+          ...dataToSave,
+        });
+        await newModel.save();
+        this.args.embeddings.addObject(newModel);
+      } else {
+        // existing embeddings
+        await this.args.model.save(dataToSave);
+      }
 
       if (isNew) {
-        this.args.embeddings.addObject(this.editingModel);
         this.router.transitionTo(
           "adminPlugins.show.discourse-ai-embeddings.index"
         );
       } else {
+        const savedProvider = this.currentProvider;
+
+        this._originalFormData = JSON.parse(JSON.stringify(dataToSave));
+        this.currentProvider = savedProvider;
+
         this.toasts.success({
           data: { message: i18n("discourse_ai.embeddings.saved") },
           duration: 2000,
@@ -162,11 +236,11 @@ export default class AiEmbeddingEditor extends Component {
   }
 
   @action
-  async test() {
+  async test(data) {
     this.testRunning = true;
 
     try {
-      const configTestResult = await this.editingModel.testConfig();
+      const configTestResult = await this.args.model.testConfig(data);
       this.testResult = configTestResult.success;
 
       if (this.testResult) {
@@ -191,7 +265,7 @@ export default class AiEmbeddingEditor extends Component {
         return this.args.model
           .destroyRecord()
           .then(() => {
-            this.args.llms.removeObject(this.args.model);
+            this.args.embeddings.removeObject(this.args.model);
             this.router.transitionTo(
               "adminPlugins.show.discourse-ai-embeddings.index"
             );
@@ -201,52 +275,44 @@ export default class AiEmbeddingEditor extends Component {
     });
   }
 
-  @action
-  resetForm() {
-    this.selectedPreset = null;
-    this.editingModel = null;
-  }
-
   <template>
-    <form
+    {{#if this.showPresets}}
-      {{didInsert this.updateModel @model.id}}
+      <BackButton
-      {{didUpdate this.updateModel @model.id}}
+        @route="adminPlugins.show.discourse-ai-embeddings"
-      class="form-horizontal ai-embedding-editor"
+        @label="discourse_ai.embeddings.back"
-    >
+      />
-      {{#if this.showPresets}}
+      <div class="control-group">
-        <BackButton
+        <h2>{{i18n "discourse_ai.embeddings.presets"}}</h2>
-          @route="adminPlugins.show.discourse-ai-embeddings"
+        <AdminSectionLandingWrapper>
-          @label="discourse_ai.embeddings.back"
+          {{#each this.presets as |preset|}}
-        />
+            <AdminSectionLandingItem
-        <div class="control-group">
+              @titleLabelTranslated={{preset.name}}
-          <h2>{{i18n "discourse_ai.embeddings.presets"}}</h2>
+              @taglineLabel={{concat
-          <AdminSectionLandingWrapper>
+                "discourse_ai.embeddings.providers."
-            {{#each this.presets as |preset|}}
+                preset.provider
-              <AdminSectionLandingItem
+              }}
-                @titleLabelTranslated={{preset.name}}
+              data-preset-id={{preset.id}}
-                @taglineLabel={{concat
+              class="ai-llms-list-editor__templates-list-item"
-                  "discourse_ai.embeddings.providers."
+            >
-                  preset.provider
+              <:buttons as |buttons|>
-                }}
+                <buttons.Default
-                data-preset-id={{preset.id}}
+                  @action={{fn this.configurePreset preset}}
-                class="ai-llms-list-editor__templates-list-item"
+                  @icon="gear"
-              >
+                  @label="discourse_ai.llms.preconfigured.button"
-                <:buttons as |buttons|>
+                />
-                  <buttons.Default
+              </:buttons>
-                    @action={{fn this.configurePreset preset}}
+            </AdminSectionLandingItem>
-                    @icon="gear"
+          {{/each}}
-                    @label="discourse_ai.llms.preconfigured.button"
+        </AdminSectionLandingWrapper>
-                  />
+      </div>
-                </:buttons>
+    {{else}}
-              </AdminSectionLandingItem>
+      <Form
-
+        @onSubmit={{this.save}}
-            {{/each}}
+        @data={{this.formData}}
-          </AdminSectionLandingWrapper>
+        class="form-horizontal ai-embedding-editor {{if this.seeded 'seeded'}}"
-
+        as |form data|
-        </div>
+      >
-
+        {{#if @model.isNew}}
-      {{else}}
-        {{#if this.editingModel.isNew}}
           <DButton
             @action={{this.resetForm}}
             @label="back_button"
@@ -259,194 +325,231 @@ export default class AiEmbeddingEditor extends Component {
             @label="discourse_ai.embeddings.back"
           />
         {{/if}}
-        <div class="control-group">
-          <label>{{i18n "discourse_ai.embeddings.display_name"}}</label>
-          <Input
-            class="ai-embedding-editor-input ai-embedding-editor__display-name"
-            @type="text"
-            @value={{this.editingModel.display_name}}
-          />
-        </div>
 
-        <div class="control-group">
+        <form.Field
-          <label>{{i18n "discourse_ai.embeddings.provider"}}</label>
+          @name="display_name"
-          <ComboBox
+          @title={{i18n "discourse_ai.embeddings.display_name"}}
-            @value={{this.editingModel.provider}}
+          @validation="required|length:1,100"
-            @content={{this.selectedProviders}}
+          @format="large"
-            @class="ai-embedding-editor__provider"
+          class="ai-embedding-editor__display-name"
-          />
+          as |field|
-        </div>
+        >
+          <field.Input />
+        </form.Field>
 
-        <div class="control-group">
+        <form.Field
-          <label>{{i18n "discourse_ai.embeddings.url"}}</label>
+          @name="provider"
-          <Input
+          @title={{i18n "discourse_ai.embeddings.provider"}}
-            class="ai-embedding-editor-input ai-embedding-editor__url"
+          @validation="required"
-            @type="text"
+          @format="large"
-            @value={{this.editingModel.url}}
+          @onSet={{this.setProvider}}
-            required="true"
+          class="ai-embedding-editor__provider"
-          />
+          as |field|
-        </div>
+        >
+          <field.Select as |select|>
+            {{#each this.selectedProviders as |provider|}}
+              <select.Option
+                @value={{provider.id}}
+              >{{provider.name}}</select.Option>
+            {{/each}}
+          </field.Select>
+        </form.Field>
 
-        <div class="control-group">
+        <form.Field
-          <label>{{i18n "discourse_ai.embeddings.api_key"}}</label>
+          @name="url"
-          <div class="ai-embedding-editor__secret-api-key-group">
+          @title={{i18n "discourse_ai.embeddings.url"}}
-            <Input
+          @validation="required"
-              @value={{this.editingModel.api_key}}
+          @format="large"
-              class="ai-embedding-editor-input ai-embedding-editor__api-key"
+          class="ai-embedding-editor__url"
-              @type={{if this.apiKeySecret "password" "text"}}
+          as |field|
-              required="true"
+        >
-              {{on "focusout" this.makeApiKeySecret}}
+          <field.Input />
-            />
+        </form.Field>
-            <DButton
-              @action={{this.toggleApiKeySecret}}
-              @icon="far-eye-slash"
-            />
-          </div>
-        </div>
 
-        <div class="control-group">
+        <form.Field
-          <label>{{i18n "discourse_ai.embeddings.tokenizer"}}</label>
+          @name="api_key"
-          <ComboBox
+          @title={{i18n "discourse_ai.embeddings.api_key"}}
-            @value={{this.editingModel.tokenizer_class}}
+          @validation="required"
-            @content={{@embeddings.resultSetMeta.tokenizers}}
+          @format="large"
-            @class="ai-embedding-editor__tokenizer"
+          class="ai-embedding-editor__api-key"
-          />
+          as |field|
-        </div>
+        >
+          <field.Password />
+        </form.Field>
 
-        <div class="control-group">
+        <form.Field
-          <label>{{i18n "discourse_ai.embeddings.dimensions"}}</label>
+          @name="tokenizer_class"
-          <Input
+          @title={{i18n "discourse_ai.embeddings.tokenizer"}}
+          @validation="required"
+          @format="large"
+          class="ai-embedding-editor__tokenizer"
+          as |field|
+        >
+          <field.Select as |select|>
+            {{#each @embeddings.resultSetMeta.tokenizers as |tokenizer|}}
+              <select.Option
+                @value={{tokenizer.id}}
+              >{{tokenizer.name}}</select.Option>
+            {{/each}}
+          </field.Select>
+        </form.Field>
+
+        <form.Field
+          @name="dimensions"
+          @title={{i18n "discourse_ai.embeddings.dimensions"}}
+          @validation="required"
+          @format="large"
+          @tooltip={{if
+            @model.isNew
+            (i18n "discourse_ai.embeddings.hints.dimensions_warning")
+          }}
+          class="ai-embedding-editor__dimensions"
+          as |field|
+        >
+          <field.Input
             @type="number"
-            class="ai-embedding-editor-input ai-embedding-editor__dimensions"
             step="any"
             min="0"
             lang="en"
-            @value={{this.editingModel.dimensions}}
+            disabled={{not @model.isNew}}
-            required="true"
-            disabled={{not this.editingModel.isNew}}
           />
-          {{#if this.editingModel.isNew}}
+        </form.Field>
-            <DTooltip
+
-              @icon="circle-exclamation"
+        <form.Field
-              @content={{i18n
+          @name="matryoshka_dimensions"
-                "discourse_ai.embeddings.hints.dimensions_warning"
+          @title={{i18n "discourse_ai.embeddings.matryoshka_dimensions"}}
-              }}
+          @tooltip={{i18n
-            />
+            "discourse_ai.embeddings.hints.matryoshka_dimensions"
+          }}
+          @format="large"
+          class="ai-embedding-editor__matryoshka_dimensions"
+          as |field|
+        >
+          <field.Checkbox />
+        </form.Field>
+
+        <form.Field
+          @name="embed_prompt"
+          @title={{i18n "discourse_ai.embeddings.embed_prompt"}}
+          @tooltip={{i18n "discourse_ai.embeddings.hints.embed_prompt"}}
+          @format="large"
+          class="ai-embedding-editor__embed_prompt"
+          as |field|
+        >
+          <field.Textarea />
+        </form.Field>
+
+        <form.Field
+          @name="search_prompt"
+          @title={{i18n "discourse_ai.embeddings.search_prompt"}}
+          @tooltip={{i18n "discourse_ai.embeddings.hints.search_prompt"}}
+          @format="large"
+          class="ai-embedding-editor__search_prompt"
+          as |field|
+        >
+          <field.Textarea />
+        </form.Field>
+
+        <form.Field
+          @name="max_sequence_length"
+          @title={{i18n "discourse_ai.embeddings.max_sequence_length"}}
+          @tooltip={{i18n "discourse_ai.embeddings.hints.sequence_length"}}
+          @validation="required"
+          @format="large"
+          class="ai-embedding-editor__max_sequence_length"
+          as |field|
+        >
+          <field.Input @type="number" step="any" min="0" lang="en" />
+        </form.Field>
+
+        <form.Field
+          @name="pg_function"
+          @title={{i18n "discourse_ai.embeddings.distance_function"}}
+          @tooltip={{i18n "discourse_ai.embeddings.hints.distance_function"}}
+          @format="large"
+          @validation="required"
+          class="ai-embedding-editor__distance_functions"
+          as |field|
+        >
+          <field.Select @includeNone={{false}} as |select|>
+            {{#each this.distanceFunctions as |df|}}
+              <select.Option @value={{df.id}}>{{df.name}}</select.Option>
+            {{/each}}
+          </field.Select>
+        </form.Field>
+
+        {{! provider-specific content }}
+        {{#if this.currentProvider}}
+          {{#if data.provider_params}}
+            <form.Object @name="provider_params" as |object name|>
+              {{#let (get this.providerParams name) as |params|}}
+                {{#if params}}
+                  <object.Field
+                    @name={{name}}
+                    @title={{i18n
+                      (concat "discourse_ai.embeddings.provider_fields." name)
+                    }}
+                    @format="large"
+                    @validation="required"
+                    class="ai-embedding-editor-provider-param__{{params.type}}"
+                    as |field|
+                  >
+                    {{#if (eq params.type "enum")}}
+                      <field.Select @includeNone={{false}} as |select|>
+                        {{#each params.values as |option|}}
+                          <select.Option
+                            @value={{option.id}}
+                          >{{option.name}}</select.Option>
+                        {{/each}}
+                      </field.Select>
+                    {{else if (eq params.type "checkbox")}}
+                      <field.Checkbox />
+                    {{else}}
+                      <field.Input @type={{params.type}} />
+                    {{/if}}
+                  </object.Field>
+                {{/if}}
+              {{/let}}
+            </form.Object>
           {{/if}}
-        </div>
+        {{/if}}
 
-        <div class="control-group ai-embedding-editor__matryoshka_dimensions">
+        <form.Actions class="ai-embedding-editor__action_panel">
-          <Input
+          <form.Button
-            @type="checkbox"
+            @action={{fn this.test data}}
-            @checked={{this.editingModel.matryoshka_dimensions}}
-          />
-          <label>{{i18n "discourse_ai.embeddings.matryoshka_dimensions"}}
-          </label>
-          <DTooltip
-            @icon="circle-question"
-            @content={{i18n
-              "discourse_ai.embeddings.hints.matryoshka_dimensions"
-            }}
-          />
-        </div>
-
-        <div class="control-group">
-          <label>{{i18n "discourse_ai.embeddings.embed_prompt"}}</label>
-          <Textarea
-            class="ai-embedding-editor-input ai-embedding-editor__embed_prompt"
-            @value={{this.editingModel.embed_prompt}}
-          />
-          <DTooltip
-            @icon="circle-question"
-            @content={{i18n "discourse_ai.embeddings.hints.embed_prompt"}}
-          />
-        </div>
-
-        <div class="control-group">
-          <label>{{i18n "discourse_ai.embeddings.search_prompt"}}</label>
-          <Textarea
-            class="ai-embedding-editor-input ai-embedding-editor__search_prompt"
-            @value={{this.editingModel.search_prompt}}
-          />
-          <DTooltip
-            @icon="circle-question"
-            @content={{i18n "discourse_ai.embeddings.hints.search_prompt"}}
-          />
-        </div>
-
-        <div class="control-group">
-          <label>{{i18n "discourse_ai.embeddings.max_sequence_length"}}</label>
-          <Input
-            @type="number"
-            class="ai-embedding-editor-input ai-embedding-editor__max_sequence_length"
-            step="any"
-            min="0"
-            lang="en"
-            @value={{this.editingModel.max_sequence_length}}
-            required="true"
-          />
-          <DTooltip
-            @icon="circle-question"
-            @content={{i18n "discourse_ai.embeddings.hints.sequence_length"}}
-          />
-        </div>
-
-        <div class="control-group">
-          <label>{{i18n "discourse_ai.embeddings.distance_function"}}</label>
-          <ComboBox
-            @value={{this.editingModel.pg_function}}
-            @content={{this.distanceFunctions}}
-            @class="ai-embedding-editor__distance_functions"
-          />
-          <DTooltip
-            @icon="circle-question"
-            @content={{i18n "discourse_ai.embeddings.hints.distance_function"}}
-          />
-        </div>
-
-        {{#each-in this.metaProviderParams as |field type|}}
-          <div
-            class="control-group ai-embedding-editor-provider-param__{{type}}"
-          >
-            <label>
-              {{i18n (concat "discourse_ai.embeddings.provider_fields." field)}}
-            </label>
-            <Input
-              @type="text"
-              class="ai-embedding-editor-input ai-embedding-editor__{{field}}"
-              @value={{mut (get this.editingModel.provider_params field)}}
-            />
-          </div>
-        {{/each-in}}
-
-        <div class="control-group ai-embedding-editor__action_panel">
-          <DButton
-            class="ai-embedding-editor__test"
-            @action={{this.test}}
             @disabled={{this.testRunning}}
             @label="discourse_ai.embeddings.tests.title"
+            class="ai-embedding-editor__test"
           />
 
-          <DButton
+          <form.Submit
-            class="btn-primary ai-embedding-editor__save"
-            @action={{this.save}}
-            @disabled={{this.isSaving}}
             @label="discourse_ai.embeddings.save"
+            class="btn-primary ai-embedding-editor__save"
           />
-          {{#unless this.editingModel.isNew}}
+
-            <DButton
+          {{#unless data.isNew}}
+            <form.Button
               @action={{this.delete}}
-              class="btn-danger ai-embedding-editor__delete"
               @label="discourse_ai.embeddings.delete"
+              class="btn-danger ai-embedding-editor__delete"
             />
           {{/unless}}
+        </form.Actions>
 
-          <div class="control-group ai-embedding-editor-tests">
+        {{#if this.displayTestResult}}
-            {{#if this.displayTestResult}}
+          <form.Field
-              {{#if this.testRunning}}
+            @showTitle={{false}}
-                <div class="spinner small"></div>
+            @name="test_results"
-                {{i18n "discourse_ai.embeddings.tests.running"}}
+            @title="test_results"
-              {{else}}
+            @format="full"
+            class="ai-embedding-editor-tests"
+            as |field|
+          >
+            <field.Custom>
+              <ConditionalLoadingSpinner
+                @size="small"
+                @condition={{this.testRunning}}
+              >
                 {{#if this.testResult}}
                   <div class="ai-embedding-editor-tests__success">
                     {{icon "check"}}
@@ -458,11 +561,11 @@ export default class AiEmbeddingEditor extends Component {
                     {{this.testErrorMessage}}
                   </div>
                 {{/if}}
-              {{/if}}
+              </ConditionalLoadingSpinner>
-            {{/if}}
+            </field.Custom>
-          </div>
+          </form.Field>
-        </div>
+        {{/if}}
-      {{/if}}
+      </Form>
-    </form>
+    {{/if}}
   </template>
 }

spec/system/embeddings/ai_embedding_definition_spec.rb

@@ -3,6 +3,7 @@
 RSpec.describe "Managing Embeddings configurations", type: :system, js: true do
   fab!(:admin)
   let(:page_header) { PageObjects::Components::DPageHeader.new }
+  let(:form) { PageObjects::Components::FormKit.new("form") }
 
   before { sign_in(admin) }
 
@@ -16,8 +17,8 @@ RSpec.describe "Managing Embeddings configurations", type: :system, js: true do
 
     find("[data-preset-id='text-embedding-3-small'] button").click()
 
-    find("input.ai-embedding-editor__api-key").fill_in(with: api_key)
+    form.field("api_key").fill_in(api_key)
-    find(".ai-embedding-editor__save").click()
+    form.submit
 
     expect(page).to have_current_path("/admin/plugins/discourse-ai/ai-embeddings")
 
@@ -45,35 +46,27 @@ RSpec.describe "Managing Embeddings configurations", type: :system, js: true do
 
     find("[data-preset-id='manual'] button").click()
 
-    find("input.ai-embedding-editor__display-name").fill_in(with: "text-embedding-3-small")
+    form.field("display_name").fill_in("text-embedding-3-small")
-
+    form.field("provider").select(EmbeddingDefinition::OPEN_AI)
-    select_kit = PageObjects::Components::SelectKit.new(".ai-embedding-editor__provider")
+    form.field("url").fill_in("https://api.openai.com/v1/embeddings")
-    select_kit.expand
+    form.field("api_key").fill_in(api_key)
-    select_kit.select_row_by_value(EmbeddingDefinition::OPEN_AI)
+    form.field("tokenizer_class").select("DiscourseAi::Tokenizer::OpenAiTokenizer")
-
-    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")
 
     embed_prefix = "On creation:"
     search_prefix = "On search:"
-    find(".ai-embedding-editor__embed_prompt").fill_in(with: embed_prefix)
+    form.field("embed_prompt").fill_in(embed_prefix)
-    find(".ai-embedding-editor__search_prompt").fill_in(with: search_prefix)
+    form.field("search_prompt").fill_in(search_prefix)
+    form.field("dimensions").fill_in(1536)
+    form.field("max_sequence_length").fill_in(8191)
+    form.field("pg_function").select("<=>")
+    form.field("provider_params.model_name").fill_in("text-embedding-3-small")
 
-    find("input.ai-embedding-editor__dimensions").fill_in(with: 1536)
+    form.submit
-    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" }

svg-icons/icons-sprite.svg

@@ -14,16 +14,6 @@
     <path d="M448 309.64V413H64V290h190c12.23 0 18.46-14.71 9.94-23.48-7.56-7.78-14.48-16.2-20.66-25.16-5.36-7.77-14.24-12.36-23.69-12.36H64V93h130c10.65 0 20.14-6.92 23.18-17.12a193.4 193.4 0 0 1 9.74-25.76c4.56-9.86-2.77-21.12-13.63-21.12H64C28.65 29 0 57.65 0 93v320c0 35.35 28.65 64 64 64h384c35.35 0 64-28.65 64-64V263.8c0-9.16-10.7-14.14-17.7-8.25a194.056 194.056 0 0 1-25.76 18.32c-12.66 7.53-20.53 21.05-20.53 35.77Z"/><path d="M247.46 122.15c-6.45 2.44-10.75 8.6-10.75 15.49s4.3 13.05 10.75 15.49l81.01 30.4 30.4 81.01c2.44 6.45 8.6 10.75 15.49 10.75s13.05-4.3 15.49-10.75l30.4-81.01 81.01-30.4c6.45-2.44 10.75-8.6 10.75-15.49s-4.3-13.05-10.75-15.49l-81.01-30.4-30.4-81.01c-2.44-6.45-8.6-10.75-15.49-10.75s-13.05 4.3-15.49 10.75l-30.4 81.01-81.01 30.4Z"/>
   </symbol>
 
-  <!-- "Discourse Spaceship Operator" is a Discourse derivative of https://fontawesome.com/icons/equals?f=classic&s=solid and https://fontawesome.com/icons/less-than?f=classic&s=solid -->
-  <symbol id="discourse-spaceship-operator"  viewBox="0 0 448 512">
-    <path d="M132.3 195.8c2.7 5.5.5 12.2-5 14.9L36 256.4l91.3 45.7c5.5 2.7 7.7 9.4 5 14.9s-9.4 7.7-14.9 5L6.2 266.4c-3.8-1.9-6.2-5.7-6.2-9.9s2.4-8.1 6.2-9.9L117.5 191c5.5-2.7 12.2-.5 14.9 5ZM315.7 317c-2.7-5.5-.5-12.2 5-14.9l91.3-45.7-91.3-45.7c-5.5-2.7-7.7-9.4-5-14.9s9.4-7.7 14.9-5l111.3 55.6c3.8 1.9 6.2 5.7 6.2 9.9s-2.4 8.1-6.2 9.9l-111.3 55.6c-5.5 2.7-12.2.5-14.9-5ZM169.2 211.5c-5.6 0-10.1 5.3-10.1 11.8s4.5 11.8 10.1 11.8h110.9c5.6 0 10.1-5.3 10.1-11.8s-4.5-11.8-10.1-11.8H169.2Zm0 65.9c-5.6 0-10.1 5.3-10.1 11.8s4.5 11.8 10.1 11.8h110.9c5.6 0 10.1-5.3 10.1-11.8s-4.5-11.8-10.1-11.8H169.2Z"/>
-  </symbol>
-
-  <!-- "Discourse Negative Inner Product" is a Discourse derivative of https://fontawesome.com/icons/hashtag?f=classic&s=solid and https://fontawesome.com/icons/less-than?f=classic&s=solid -->
-  <symbol id="discourse-negative-inner-product" viewBox="0 0 448 512">
-   <path d="M132.3 195.8c2.7 5.5.5 12.2-5 14.9L36 256.4l91.3 45.7c5.5 2.7 7.7 9.4 5 14.9s-9.4 7.7-14.9 5L6.2 266.4c-3.8-1.9-6.2-5.7-6.2-9.9s2.4-8.1 6.2-9.9L117.5 191c5.5-2.7 12.2-.5 14.9 5ZM315.7 317c-2.7-5.5-.5-12.2 5-14.9l91.3-45.7-91.3-45.7c-5.5-2.7-7.7-9.4-5-14.9s9.4-7.7 14.9-5l111.3 55.6c3.8 1.9 6.2 5.7 6.2 9.9s-2.4 8.1-6.2 9.9l-111.3 55.6c-5.5 2.7-12.2.5-14.9-5ZM211.9 187.6c5.2.9 8.8 5.8 7.9 11.1l-3 17.7h28.6l3.5-20.9c.9-5.2 5.8-8.8 11.1-7.9 5.2.9 8.8 5.8 7.9 11.1l-2.9 17.7h17.5c5.3 0 9.6 4.3 9.6 9.6s-4.3 9.6-9.6 9.6h-20.7l-6.4 38.5h17.5c5.3 0 9.6 4.3 9.6 9.6s-4.3 9.6-9.6 9.6h-20.7l-3.5 20.9c-.9 5.2-5.8 8.8-11.1 7.9s-8.8-5.8-7.9-11.1l3-17.7h-28.6l-3.5 20.9c-.9 5.2-5.8 8.8-11.1 7.9-5.2-.9-8.8-5.8-7.9-11.1l2.9-17.7H167c-5.3 0-9.6-4.3-9.6-9.6s4.3-9.6 9.6-9.6h20.7l6.4-38.5h-17.5c-5.3 0-9.6-4.3-9.6-9.6s4.3-9.6 9.6-9.6h20.7l3.5-20.9c.9-5.2 5.8-8.8 11.1-7.9Zm1.7 48-6.4 38.5h28.6l6.4-38.5h-28.6Z"/>
-  </symbol>
-
   <symbol id="discobot" viewBox="0 0 512 512">
     <path d="M175.61 481.26H26.03c-6.75 0-13.36-2.67-18.42-7.59-5.06-5.06-7.87-11.81-7.59-18.84V290.76C.3 242.12 19.42 196 54.43 161.28c35.43-35.43 82.67-54.83 132.71-54.83h.56c49.77 0 96.3 19.54 131.17 55.11a187.257 187.257 0 0 1 48.5 88.57c5.06 21.79-6.19 44.14-26.71 53.14-14.62 6.47-69.17 27.7-170.67 37.96 4.5 11.25 16.17 23.34 46.68 29.66 29.8 6.19 64.53 4.22 87.59 2.95 9.84-.56 16.87-.98 21.79-.56 6.33.42 11.81 4.22 14.62 9.98 2.67 5.62 2.25 12.37-1.41 17.57-6.19 9-13.22 17.57-20.95 25.31-33.88 34.44-79.29 53.99-127.79 54.97h-14.76c0 .14-.14.14-.28.14h.14ZM35.17 446.11h154.65c34.87-.7 67.9-13.36 94.19-35.85-22.07.7-49.49.42-74.51-4.78-58.48-12.23-74.23-45.41-77.18-71.28-.7-6.47 1.12-12.79 5.2-17.85s10.12-8.15 16.59-8.72c82.81-7.31 143.26-23.62 172.22-36.27 5.06-2.25 7.87-7.73 6.61-13.07-6.33-27.13-19.82-51.88-39.36-71.84-28.12-28.68-65.8-44.57-106.14-44.57h-.56c-40.91 0-79.15 15.89-107.97 44.57-28.26 28.12-43.86 65.37-43.86 104.6v155.07c-.14 0 0 0 0 0h.14Zm-10.13 0ZM17.87 290.9Z"/><circle cx="171.11" cy="217.94" r="32.05"/><path d="M511.76 293.71c-.7-5.2-3.51-9.84-7.73-12.93s-9.42-4.5-14.62-3.66l-52.3 7.73c-5.2.7-9.84 3.51-12.93 7.73-3.09 4.22-4.5 9.42-3.66 14.62.98 6.61 5.2 12.23 11.39 15.04 2.53 1.12 5.34 1.69 8.01 1.69s1.97 0 2.95-.28l52.3-7.73c5.2-.7 9.84-3.51 12.93-7.73s4.5-9.42 3.66-14.62v.14ZM490.67 388.19l-71.98-36.41c-9.28-5.34-21.37-2.25-26.71 7.03-2.67 4.5-3.37 9.84-2.11 14.9 1.27 5.06 4.5 9.42 9.14 11.95l71.98 36.41c1.27.7 2.53 1.27 3.94 1.69 1.97.56 3.94.84 5.9.84 6.89 0 13.36-3.51 16.87-9.7 5.48-9.42 2.39-21.51-7.03-26.99v.28Z"/>
   </symbol>