Config

LLM

LLM to be retrieval-augmented

Knowledge bank

To use this property, please select a Security tokens column in the Embedding Recipe {{rkFullInfo.creatingRecipe.name}} Advanced properties.

To use this property, please select a Security tokens column in the Embed Document Recipe {{rkFullInfo.creatingRecipe.name}} Metadata Dataset step.

Custom Generation Prompt

</div>
                            </div>

<h2 class="settings-section-title mtop0">Sources</h2>

<additional-info-sources-formatting-config
                                    ng-if="uiState.ragllmSettings.sourcesSettings && metadataColumns"
                                    model="uiState.ragllmSettings.sourcesSettings"
                                    metadata-columns="metadataColumns">
                            </additional-info-sources-formatting-config>

<div dku-foldable open="false">
                                <div class="retrieval-augmented-llm-advanced_toggle faic mtop16" ng-click="foldableToggle()">
                                    <p class="m0" style="flex:0 0 auto; font-size:14px">Show advanced settings</p>
                                    <i class="dku-icon-chevron-{{ foldableOpen ? 'up' : 'down' }}-16 mleft8"></i>
                                </div>
                                <div ng-show="foldableOpen">
                                    <form class="dkuform-horizontal" ng-if="uiState.ragllmSettings">
                                        <div class="control-group">
                                            <source-output-format llm-exposed-with="uiState.ragllmSettings"></source-output-format>
                                        </div>

<div class="control-group" ng-if="uiState.ragllmSettings.printSources">
                                            <div ng-if="hasMetadataColumns() || retrievableKnowledge.multimodalColumn">
                                                <print-document-sources-radio llm-exposed-with="uiState.ragllmSettings"></print-document-sources-radio>
                                            </div>
                                            <div class="mbot0 mtop8 alert alert-warning" ng-if="!hasMetadataColumns() && !retrievableKnowledge.multimodalColumn">
                                                No metadata columns were specified
                                            </div>
                                        </div>
                                    </form>
                                </div>
                            </div>

</form>
                    </retrieval-foldable-section>

<retrieval-foldable-section title="Guardrails" help-message="Guardrails apply to the response and not to result filtering." open="hasGuardrailsEnabled(uiState.ragllmSettings)" ng-if="uiState.ragllmSettings">
                        <form class="dkuform-horizontal" ng-show="appConfig.licensedFeatures.advancedLLMMeshAllowed">
                            <ng-container
                                    ng-show="uiState.ragllmSettings.ragSpecificGuardrails.faithfulnessSettings.enabled || uiState.ragllmSettings.ragSpecificGuardrails.relevancySettings.enabled || uiState.ragllmSettings.ragSpecificGuardrails.multimodalFaithfulnessSettings.enabled || uiState.ragllmSettings.ragSpecificGuardrails.multimodalRelevancySettings.enabled">
                                <div class="control-group">
                                    <label class="control-label">LLM</label>
                                    <div class="controls">
                                        <llm-selector available-llms="availableAugmentableLLMs" selected-llm-id="uiState.ragllmSettings.ragSpecificGuardrails.llmId" placeholder="'Same as augmented LLM'" />
                                        <div class="help-inline">
                                            LLM to enforce guardrails.
                                        </div>
                                    </div>
                                </div>
                                <div class="control-group">
                                    <label class="control-label">Embedding model</label>
                                    <div class="controls">
                                        <llm-selector available-llms="availableEmbeddingModels" selected-llm-id="uiState.ragllmSettings.ragSpecificGuardrails.embeddingModelId"
                                                      placeholder="'Same as parent recipe'" />
                                        <div class="help-inline">
                                            Embedding model to enforce guardrails.
                                        </div>
                                    </div>
                                </div>
                                <div class="help-inline" ng-show="uiState.ragllmSettings.retrievalSource === 'MULTIMODAL'">
                                    Multimodal guardrails requires python 3.9+.
                                </div>
                            </ng-container>
                            <guardrail-item ng-show="uiState.ragllmSettings.retrievalSource !== 'MULTIMODAL'" guardrail-setting="uiState.ragllmSettings.ragSpecificGuardrails.faithfulnessSettings" is-multimodal="false"
                                            display-name="'Faithfulness'"
                                            short-description="'Measures the factual consistency of the generated answer against the given context. The metric is computed using the answer and the context retrieved from the knowledge bank.'">
                            </guardrail-item>
                            <guardrail-item ng-show="uiState.ragllmSettings.retrievalSource !== 'MULTIMODAL'" guardrail-setting="uiState.ragllmSettings.ragSpecificGuardrails.relevancySettings" is-multimodal="false"
                                            display-name="'Relevancy'"
                                            short-description="'Focuses on assessing how pertinent the generated answer is to the given prompt. This metric is computed using the question, the context retrieved from the knowledge bank and the answer.'">
                            </guardrail-item>
                            <guardrail-item ng-show="uiState.ragllmSettings.retrievalSource === 'MULTIMODAL'" guardrail-setting="uiState.ragllmSettings.ragSpecificGuardrails.multimodalFaithfulnessSettings"
                                            is-multimodal="true" display-name="'Faithfulness'"
                                            short-description="'Measures the factual consistency of the generated answer against the given context. The metric is computed using the answer and the context retrieved from the knowledge bank.'">
                            </guardrail-item>
                            <guardrail-item ng-show="uiState.ragllmSettings.retrievalSource === 'MULTIMODAL'" guardrail-setting="uiState.ragllmSettings.ragSpecificGuardrails.multimodalRelevancySettings" is-multimodal="true"
                                            display-name="'Relevancy'"
                                            short-description="'Focuses on assessing how pertinent the generated answer is to the given prompt. This metric is computed using the question, the context retrieved from the knowledge bank and the answer.'">
                            </guardrail-item>
                        </form>
                    </retrieval-foldable-section>
                </div>
            </div>