Stage D part 5: AI Models and Agents & Actions

application/single_app/admin_settings_nav.py

@@ -94,14 +94,31 @@
         "icon": "bi-cpu",
         "tabs": [
             {
-                "id": "ai-models",
-                "label": "AI Models",
-                "icon": "bi-cpu",
+                # The Chat Model card is reached through the legacy model
+                # settings dialog opened from here, so it is listed with the
+                # endpoints rather than as a tab of its own.
+                "id": "model-endpoints",
+                "label": "Model Endpoints",
+                "icon": "bi-hdd-network",
                 "sections": [
                     {"id": "multi-endpoint-configuration", "label": "Model Endpoints", "icon": "bi-hdd-network"},
+                    {"id": "gpt-config", "label": "Chat Model", "icon": "bi-chat-square-text"},
+                ],
+            },
+            {
+                "id": "embeddings",
+                "label": "Embeddings",
+                "icon": "bi-vector-pen",
+                "sections": [
                     {"id": "embeddings-config", "label": "Embeddings", "icon": "bi-vector-pen"},
+                ],
+            },
+            {
+                "id": "image-generation",
+                "label": "Image Generation",
+                "icon": "bi-image",
+                "sections": [
                     {"id": "image-config", "label": "Image Generation", "icon": "bi-image"},
-                    {"id": "gpt-config", "label": "Chat Model", "icon": "bi-chat-square-text"},
                 ],
             },
         ],
@@ -113,13 +130,30 @@
         "tabs": [
             {
                 "id": "agents",
-                "label": "Agents and Actions",
+                "label": "Agents",
                 "icon": "bi-robot",
                 "sections": [
-                    {"id": "document-action-capabilities-card", "label": "Document Action Capabilities", "icon": "bi-files"},
                     {"id": "agents-config", "label": "Agents Configuration", "icon": "bi-robot"},
                     {"id": "agent-template-approvals-section", "label": "Agent Template Approvals", "icon": "bi-layers", "condition": "enable_agent_template_gallery"},
+                ],
+            },
+            {
+                "id": "actions",
+                "label": "Actions",
+                "icon": "bi-plugin",
+                "sections": [
+                    {"id": "document-action-capabilities-card", "label": "Document Action Capabilities", "icon": "bi-files"},
                     {"id": "actions-config", "label": "Actions Configuration", "icon": "bi-plugin"},
+                ],
+            },
+            {
+                # The whole tab is behind mcp_ui_enabled, so the tab carries the
+                # condition rather than the single section inside it.
+                "id": "inbound-mcp",
+                "label": "Inbound MCP",
+                "icon": "bi-diagram-3",
+                "condition": "mcp_ui_enabled",
+                "sections": [
                     {"id": "inbound-mcp-configuration", "label": "Inbound MCP", "icon": "bi-diagram-3", "condition": "mcp_ui_enabled"},
                 ],
             },

application/single_app/config.py

@@ -96,7 +96,7 @@
 EXECUTOR_TYPE = 'thread'
 EXECUTOR_MAX_WORKERS = 30
 SESSION_TYPE = 'filesystem'
-VERSION = "0.260.014"
+VERSION = "0.260.015"
 IS_DEVELOPMENT = is_development_env_enabled()
 
 SESSION_COOKIE_SAMESITE = os.getenv('SESSION_COOKIE_SAMESITE', 'Lax')

application/single_app/static/js/admin/admin_sidebar_nav.js

@@ -296,6 +296,7 @@ const LEGACY_TAB_REDIRECTS = {
     'security': 'secrets',
     'workspaces': 'workspace-types',
     'search-extract': 'web-research',
+    'ai-models': 'model-endpoints',
 };
 
 function resolveAdminTabId(tabId) {

application/single_app/templates/_sidebar_nav.html

@@ -517,6 +517,9 @@
           </li>
           {% endif %}
               {% else %}
+              {% if not admin_tab.condition
+                    or (admin_tab.condition == 'enable_agent_template_gallery' and app_settings.enable_agent_template_gallery)
+                    or (admin_tab.condition == 'mcp_ui_enabled' and mcp_ui_enabled) %}
               <li class="nav-item">
                 <a class="nav-link d-flex align-items-center admin-nav-tab" href="#" data-tab="{{ admin_tab.id }}">
                   <i class="bi {{ admin_tab.icon }} me-2" aria-hidden="true"></i><span class="nav-text">{{ admin_tab.label }}</span>
@@ -538,6 +541,7 @@
                 {% endif %}
               </li>
               {% endif %}
+              {% endif %}
               {% endfor %}
             </ul>
           </li>

application/single_app/templates/admin/_panes/chat-experience.html

@@ -97,6 +97,4 @@ <h5>
                         <i class="bi bi-info-circle ms-2" data-bs-toggle="tooltip" title="When enabled, users cannot unlock the workspace scope on conversations. Scope automatically locks after the first AI search and remains locked. Disable this to allow users to manually unlock scope."></i>
                     </div>
                 </div>
-
-                <!-- User Agreement Section -->
             </div>

application/single_app/templates/admin/_panes/classification.html

@@ -42,6 +42,4 @@ <h6>Classification Categories</h6>
                         <input type="hidden" name="document_classification_categories_json" id="document_classification_categories_json">
                     </div>
                 </div>
-
-                <!-- Retention Policy Section -->
             </div>

application/single_app/templates/admin/_panes/cosmos.html

@@ -1138,6 +1138,4 @@ <h5 class="modal-title" id="cosmosThroughputContainerModalLabel">
                         </div>
                     </div>
                 </div>
-
-                <!-- Front Door Configuration Card -->
             </div>

application/single_app/templates/admin/_panes/embeddings.html

@@ -0,0 +1,148 @@
+            <div class="tab-pane fade{% if admin_landing_tab == 'embeddings' %} show active{% endif %}" id="embeddings" role="tabpanel" aria-labelledby="embeddings-tab">
+                <div class="card p-3 mb-4" id="embeddings-configuration">
+                    <h5 class="card-title">
+                        <i class="bi bi-vector-pen me-2"></i>Embeddings Configuration
+                    </h5>
+                    <p class="text-muted small">
+                        Configure your embeddings settings. These are used for semantic search, knowledge-base lookups, etc.
+                    </p>
+                    <button type="button" class="btn btn-sm btn-outline-secondary mb-3 align-self-start" data-bs-toggle="modal" data-bs-target="#legacyModelDiscoveryIdentityGuideModal">
+                        <i class="bi bi-question-circle me-1"></i>Setup Guide
+                    </button>
+
+                <div class="form-group form-check form-switch mb-3 d-flex align-items-center">
+                    <input type="checkbox" class="form-check-input me-2" id="enable_embedding_apim"
+                        name="enable_embedding_apim" {% if settings.enable_embedding_apim %}checked{% endif %}>
+                    <label class="form-check-label" for="enable_embedding_apim">Use APIM instead of direct to Azure
+                        OpenAI endpoint</label>
+                    <i class="bi bi-info-circle ms-2" data-bs-toggle="tooltip" title="Route embedding model requests through Azure API Management instead of directly to Azure OpenAI service for additional governance and monitoring."></i>
+                </div>
+
+                <div id="non_apim_embedding_settings" {% if settings.enable_embedding_apim %}style="display: none;" {%
+                    endif %}>
+                    <div class="card p-3 mb-3">
+                        <div class="mb-3">
+                            <label for="azure_openai_embedding_endpoint" class="form-label">
+                                Azure OpenAI Embedding Endpoint
+                            </label>
+                            <input type="text" class="form-control" id="azure_openai_embedding_endpoint"
+                                name="azure_openai_embedding_endpoint"
+                                value="{{ settings.azure_openai_embedding_endpoint or '' }}">
+                        </div>
+                        <div class="mb-3">
+                            <label for="azure_openai_embedding_authentication_type" class="form-label">
+                                Authentication Type
+                            </label>
+                            <select class="form-select" id="azure_openai_embedding_authentication_type"
+                                name="azure_openai_embedding_authentication_type">
+                                <option value="key" {% if settings.azure_openai_embedding_authentication_type=='key'
+                                    %}selected{% endif %}>
+                                    Key
+                                </option>
+                                <option value="managed_identity" {% if
+                                    settings.azure_openai_embedding_authentication_type=='managed_identity' %}selected{% endif %}>
+                                    Managed Identity
+                                </option>
+                            </select>
+                        </div>
+                        <div class="mb-3">
+                            <label for="azure_openai_embedding_subscription_id" class="form-label">Subscription
+                                ID</label>
+                            <input type="text" class="form-control" id="azure_openai_embedding_subscription_id"
+                                name="azure_openai_embedding_subscription_id"
+                                value="{{ settings.azure_openai_embedding_subscription_id or '' }}">
+                        </div>
+                        <div class="mb-3">
+                            <label for="azure_openai_embedding_resource_group" class="form-label">Resource Group</label>
+                            <input type="text" class="form-control" id="azure_openai_embedding_resource_group"
+                                name="azure_openai_embedding_resource_group"
+                                value="{{ settings.azure_openai_embedding_resource_group or '' }}">
+                        </div>
+                        <div class="mb-3" id="embedding_key_container" {% if
+                            settings.azure_openai_embedding_authentication_type !='key' %}style="display: none;" {%
+                            endif %}>
+                            <label for="azure_openai_embedding_key" class="form-label">Azure OpenAI Embedding
+                                Key</label>
+                            <div class="input-group">
+                                <input type="password" class="form-control" id="azure_openai_embedding_key"
+                                    name="azure_openai_embedding_key"
+                                    value="{{ settings.azure_openai_embedding_key or '' }}">
+                                <button type="button" class="btn btn-outline-secondary"
+                                    id="toggle_embedding_key">Show</button>
+                            </div>
+                        </div>
+                        <div class="mb-3">
+                            <div id="embedding_models_list" class="mt-2 mb-3">
+
+                            </div>
+                            <small>Save pending changes to settings before clicking Fetch Embedding Models</small><br>
+
+                            <input type="hidden" name="embedding_model_json" id="embedding_model_json" />
+
+
+                            <input type="hidden" id="embedding_model" value="{{ settings.embedding_model.selected[0].deploymentName if settings.embedding_model.selected else '' }}" />
+
+
+                            <button type="button" class="btn btn-secondary" id="fetch_embedding_models_btn">
+                                Fetch Embedding Models
+                            </button>
+                        </div>
+                        <a href="#" class="fw-bold text-decoration-none mb-2" data-bs-toggle="collapse"
+                            data-bs-target="#advancedEmbeddingsFields" aria-expanded="false"
+                            aria-controls="advancedEmbeddingsFields">
+                            Show Advanced
+                        </a>
+                        <div class="collapse" id="advancedEmbeddingsFields">
+                            <div class="card card-body mt-2">
+                                <div class="mb-3">
+                                    <label for="azure_openai_embedding_api_version" class="form-label">
+                                        Azure OpenAI Embedding API Version
+                                    </label>
+                                    <input type="text" class="form-control" id="azure_openai_embedding_api_version"
+                                        name="azure_openai_embedding_api_version"
+                                        value="{{ settings.azure_openai_embedding_api_version or '' }}">
+                                </div>
+                            </div>
+                        </div>
+                    </div>
+                </div>
+
+                <div id="apim_embedding_settings" class="card p-3 mb-3" {% if not settings.enable_embedding_apim
+                    %}style="display: none;" {% endif %}>
+                    <div class="mb-3">
+                        <label for="azure_apim_embedding_endpoint" class="form-label">Azure APIM Endpoint</label>
+                        <input type="text" class="form-control" id="azure_apim_embedding_endpoint"
+                            name="azure_apim_embedding_endpoint"
+                            value="{{ settings.azure_apim_embedding_endpoint or '' }}">
+                    </div>
+                    <div class="mb-3">
+                        <label for="azure_apim_embedding_api_version" class="form-label">Azure APIM API Version</label>
+                        <input type="text" class="form-control" id="azure_apim_embedding_api_version"
+                            name="azure_apim_embedding_api_version"
+                            value="{{ settings.azure_apim_embedding_api_version or '' }}">
+                    </div>
+                    <div class="mb-3">
+                        <label for="azure_apim_embedding_deployment" class="form-label">Azure APIM Deployment</label>
+                        <input type="text" class="form-control" id="azure_apim_embedding_deployment"
+                            name="azure_apim_embedding_deployment"
+                            value="{{ settings.azure_apim_embedding_deployment or '' }}">
+                    </div>
+                    <div class="mb-3">
+                        <label for="azure_apim_embedding_subscription_key" class="form-label">Azure APIM Subscription
+                            Key</label>
+                        <div class="input-group">
+                            <input type="password" class="form-control" id="azure_apim_embedding_subscription_key"
+                                name="azure_apim_embedding_subscription_key"
+                                value="{{ settings.azure_apim_embedding_subscription_key or '' }}">
+                            <button type="button" class="btn btn-outline-secondary"
+                                id="toggle_azure_apim_embedding_subscription_key">Show</button>
+                        </div>
+                    </div>
+                </div>
+
+                <button type="button" class="btn btn-secondary mt-3" id="test_embedding_button">
+                    Test Embedding Connection
+                </button>
+                <div id="test_embedding_result" class="mt-2"></div>
+                </div>
+            </div>