{#if RAGConfig.CONTENT_EXTRACTION_ENGINE === ''} {:else if RAGConfig.CONTENT_EXTRACTION_ENGINE === 'datalab_marker'}

</Tooltip>
					</AdminSettingField>

<AdminSettingRow
						label={$i18n.t('Use LLM')}
						description={$i18n.t(
							'Use an LLM to improve tables, forms, math, and layout detection.'
						)}
						let:labelId
					>
						<Switch bind:state={RAGConfig.DATALAB_MARKER_USE_LLM} ariaLabelledbyId={labelId} />
					</AdminSettingRow>
					<AdminSettingRow
						label={$i18n.t('Skip Cache')}
						description={$i18n.t('Skip cached Marker results and rerun inference.')}
						let:labelId
					>
						<Switch bind:state={RAGConfig.DATALAB_MARKER_SKIP_CACHE} ariaLabelledbyId={labelId} />
					</AdminSettingRow>
					<AdminSettingRow
						label={$i18n.t('Force OCR')}
						description={$i18n.t('Run OCR on all PDF pages, even pages with embedded text.')}
						let:labelId
					>
						<Switch bind:state={RAGConfig.DATALAB_MARKER_FORCE_OCR} ariaLabelledbyId={labelId} />
					</AdminSettingRow>
					<AdminSettingRow
						label={$i18n.t('Paginate')}
						description={$i18n.t('Separate output by page with page markers.')}
						let:labelId
					>
						<Switch bind:state={RAGConfig.DATALAB_MARKER_PAGINATE} ariaLabelledbyId={labelId} />
					</AdminSettingRow>
					<AdminSettingRow
						label={$i18n.t('Strip Existing OCR')}
						description={$i18n.t('Remove existing OCR text and rerun OCR when Force OCR is off.')}
						let:labelId
					>
						<Switch
							bind:state={RAGConfig.DATALAB_MARKER_STRIP_EXISTING_OCR}
							ariaLabelledbyId={labelId}
						/>
					</AdminSettingRow>
					<AdminSettingRow
						label={$i18n.t('Disable Image Extraction')}
						description={$i18n.t('Do not extract images from PDFs during Marker processing.')}
						let:labelId
					>
						<Switch
							bind:state={RAGConfig.DATALAB_MARKER_DISABLE_IMAGE_EXTRACTION}
							ariaLabelledbyId={labelId}
						/>
					</AdminSettingRow>
					<AdminSettingRow
						label={$i18n.t('Format Lines')}
						description={$i18n.t('Format lines to detect inline math and styles.')}
						let:labelId
					>
						<Switch bind:state={RAGConfig.DATALAB_MARKER_FORMAT_LINES} ariaLabelledbyId={labelId} />
					</AdminSettingRow>
					<AdminSettingRow
						label={$i18n.t('Output Format')}
						description={$i18n.t('Text output format returned by Marker.')}
					>
						<SettingsSelect bind:value={RAGConfig.DATALAB_MARKER_OUTPUT_FORMAT}>
							<option value="markdown">{$i18n.t('Markdown')}</option>
							<option value="json">{$i18n.t('JSON')}</option>
							<option value="html">{$i18n.t('HTML')}</option>
						</SettingsSelect>
					</AdminSettingRow>
				{:else if RAGConfig.CONTENT_EXTRACTION_ENGINE === 'external'}
					<div class="grid grid-cols-1 gap-x-3 gap-y-2.5 sm:grid-cols-2">
						<AdminSettingField
							label={$i18n.t('Document Loader URL')}
							description={$i18n.t('External service endpoint used to load document content.')}
						>
							<input
								class={inputClass}
								placeholder={$i18n.t('Enter External Document Loader URL')}
								bind:value={RAGConfig.EXTERNAL_DOCUMENT_LOADER_URL}
							/>
						</AdminSettingField>
						<AdminSettingField
							label={$i18n.t('API Key')}
							description={$i18n.t('API key sent to the external document loader.')}
						>
							<SensitiveInput
								variant="settings"
								placeholder={$i18n.t('Enter External Document Loader API Key')}
								required={false}
								bind:value={RAGConfig.EXTERNAL_DOCUMENT_LOADER_API_KEY}
							/>
						</AdminSettingField>
					</div>

<AdminSettingField
						label={$i18n.t('Headers')}
						description={$i18n.t('Additional JSON headers sent to the external document loader.')}
					>
						<Tooltip
							content={$i18n.t(
								'Enter additional headers in JSON format (e.g. {"X-Custom-Header": "value"}'
							)}
						>
							<Textarea
								className={textareaClass}
								bind:value={RAGConfig.EXTERNAL_DOCUMENT_LOADER_HEADERS}
								placeholder={$i18n.t('Enter additional headers in JSON format')}
								required={false}
							/>
						</Tooltip>
						<button
							type="button"
							class="mt-1 text-[0.6875rem] text-gray-400 transition-colors hover:text-gray-700 dark:text-gray-600 dark:hover:text-gray-300"
							on:click={() =>
								(showExternalDocumentLoaderHeadersHint = !showExternalDocumentLoaderHeadersHint)}
						>
							{$i18n.t('Header variables')}
						</button>
						{#if showExternalDocumentLoaderHeadersHint}
							<div class="mt-1 text-[0.6875rem] leading-5 text-gray-500 dark:text-gray-400">
								<div>{$i18n.t('No additional headers are sent unless configured.')}</div>
								<div>
									{$i18n.t('Example')}:
									<code class="text-gray-700 dark:text-gray-300"
										>{'{"X-OpenWebUI-File-Id": "{{FILE_ID}}"}'}</code
									>
								</div>
								<div>
									{$i18n.t('Available variables')}:
									<code class="text-gray-700 dark:text-gray-300">{'{{FILE_ID}}'}</code>,
									<code class="text-gray-700 dark:text-gray-300">{'{{FILE_NAME}}'}</code>,
									<code class="text-gray-700 dark:text-gray-300">{'{{FILE_CONTENT_TYPE}}'}</code>
								</div>
							</div>
						{/if}
					</AdminSettingField>
				{:else if RAGConfig.CONTENT_EXTRACTION_ENGINE === 'tika'}
					<AdminSettingField
						label={$i18n.t('Tika Server URL')}
						description={$i18n.t('Tika server endpoint used for content extraction.')}
					>
						<input
							class={inputClass}
							placeholder={$i18n.t('Enter Tika Server URL')}
							bind:value={RAGConfig.TIKA_SERVER_URL}
						/>
					</AdminSettingField>
				{:else if RAGConfig.CONTENT_EXTRACTION_ENGINE === 'docling'}
					<div class="grid grid-cols-1 gap-x-3 gap-y-2.5 sm:grid-cols-2">
						<AdminSettingField
							label={$i18n.t('Docling Server URL')}
							description={$i18n.t('Docling service endpoint used for parsing.')}
						>
							<input
								class={inputClass}
								placeholder={$i18n.t('Enter Docling Server URL')}
								bind:value={RAGConfig.DOCLING_SERVER_URL}
							/>
						</AdminSettingField>
						<AdminSettingField
							label={$i18n.t('API Key')}
							description={$i18n.t('API key sent to Docling.')}
						>
							<SensitiveInput
								variant="settings"
								placeholder={$i18n.t('Enter Docling API Key')}
								bind:value={RAGConfig.DOCLING_API_KEY}
								required={false}
							/>
						</AdminSettingField>
					</div>

<AdminSettingField
						label={$i18n.t('Parameters')}
						description={$i18n.t('Additional Docling parameters in JSON format.')}
					>
						<Textarea
							className={textareaClass}
							bind:value={RAGConfig.DOCLING_PARAMS}
							placeholder={$i18n.t('Enter additional parameters in JSON format')}
							minSize={100}
						/>
					</AdminSettingField>
				{:else if RAGConfig.CONTENT_EXTRACTION_ENGINE === 'document_intelligence'}
					<div class="grid grid-cols-1 gap-x-3 gap-y-2.5 sm:grid-cols-2">
						<AdminSettingField
							label={$i18n.t('Endpoint')}
							description={$i18n.t('Document Intelligence endpoint used for parsing.')}
						>
							<input
								class={inputClass}
								placeholder={$i18n.t('Enter Document Intelligence Endpoint')}
								bind:value={RAGConfig.DOCUMENT_INTELLIGENCE_ENDPOINT}
							/>
						</AdminSettingField>
						<AdminSettingField
							label={$i18n.t('Key')}
							description={$i18n.t('Credential used for Document Intelligence.')}
						>
							<SensitiveInput
								variant="settings"
								placeholder={$i18n.t('Enter Document Intelligence Key')}
								bind:value={RAGConfig.DOCUMENT_INTELLIGENCE_KEY}
								required={false}
							/>
						</AdminSettingField>
					</div>

<AdminSettingField
						label={$i18n.t('Document Intelligence Model')}
						description={$i18n.t('Model name used by Document Intelligence.')}
					>
						<input
							class={inputClass}
							placeholder={$i18n.t('Enter Document Intelligence Model')}
							bind:value={RAGConfig.DOCUMENT_INTELLIGENCE_MODEL}
						/>
					</AdminSettingField>
				{:else if RAGConfig.CONTENT_EXTRACTION_ENGINE === 'mistral_ocr'}
					<div class="grid grid-cols-1 gap-x-3 gap-y-2.5 sm:grid-cols-2">
						<AdminSettingField
							label={$i18n.t('API Base URL')}
							description={$i18n.t('Mistral OCR service endpoint.')}
						>
							<input
								class={inputClass}
								placeholder={$i18n.t('Enter Mistral API Base URL')}
								bind:value={RAGConfig.MISTRAL_OCR_API_BASE_URL}
							/>
						</AdminSettingField>
						<AdminSettingField
							label={$i18n.t('API Key')}
							description={$i18n.t('API key sent to Mistral OCR.')}
						>
							<SensitiveInput
								variant="settings"
								placeholder={$i18n.t('Enter Mistral API Key')}
								bind:value={RAGConfig.MISTRAL_OCR_API_KEY}
							/>
						</AdminSettingField>
					</div>
					<AdminSettingRow
						label={$i18n.t('Use Base64')}
						description={$i18n.t('Send PDFs as base64 data URLs instead of uploading first.')}
						let:labelId
					>
						<Switch bind:state={RAGConfig.MISTRAL_OCR_USE_BASE64} ariaLabelledbyId={labelId} />
					</AdminSettingRow>
				{:else if RAGConfig.CONTENT_EXTRACTION_ENGINE === 'paddleocr_vl'}
					<div class="grid grid-cols-1 gap-x-3 gap-y-2.5 sm:grid-cols-2">
						<AdminSettingField
							label={$i18n.t('API Base URL')}
							description={$i18n.t('PaddleOCR-vl service endpoint.')}
						>
							<input
								class={inputClass}
								placeholder={$i18n.t('Enter PaddleOCR-vl API Base URL')}
								bind:value={RAGConfig.PADDLEOCR_VL_BASE_URL}
							/>
						</AdminSettingField>
						<AdminSettingField
							label={$i18n.t('API Token')}
							description={$i18n.t('API token sent to PaddleOCR-vl.')}
						>
							<SensitiveInput
								variant="settings"
								placeholder={$i18n.t('Enter PaddleOCR-vl API Token')}
								bind:value={RAGConfig.PADDLEOCR_VL_TOKEN}
								required={false}
							/>
						</AdminSettingField>
					</div>
				{:else if RAGConfig.CONTENT_EXTRACTION_ENGINE === 'mineru'}
					<AdminSettingRow
						label={$i18n.t('API Mode')}
						description={$i18n.t('Choose the local or cloud MinerU API mode.')}
					>
						<SettingsSelect
							bind:value={RAGConfig.MINERU_API_MODE}
							on:change={() => {
								const cloudUrl = 'https://mineru.net/api/v4';
								const localUrl = 'http://localhost:8000';

if (RAGConfig.MINERU_API_MODE === 'cloud') {
									if (!RAGConfig.MINERU_API_URL || RAGConfig.MINERU_API_URL === localUrl) {
										RAGConfig.MINERU_API_URL = cloudUrl;
									}
								} else {
									if (!RAGConfig.MINERU_API_URL || RAGConfig.MINERU_API_URL === cloudUrl) {
										RAGConfig.MINERU_API_URL = localUrl;
									}
								}
							}}
						>
							<option value="local">{$i18n.t('local')}</option>
							<option value="cloud">{$i18n.t('cloud')}</option>
						</SettingsSelect>
					</AdminSettingRow>

<AdminSettingField
						label={$i18n.t('File Extensions')}
						description={$i18n.t('Comma-separated extensions MinerU should handle.')}
					>
						<input
							class={inputClass}
							placeholder={$i18n.t('pdf, docx, pptx, xlsx')}
							bind:value={RAGConfig.MINERU_FILE_EXTENSIONS}
						/>
					</AdminSettingField>
				{/if}

{#if !RAGConfig.BYPASS_EMBEDDING_AND_RETRIEVAL}
					<AdminSettingRow
						label={$i18n.t('Text Splitter')}
						description={$i18n.t('Choose how extracted text is split before indexing.')}
					>
						<SettingsSelect bind:value={RAGConfig.TEXT_SPLITTER}>
							<option value="">{$i18n.t('Default')} ({$i18n.t('Character')})</option>
							<option value="token">{$i18n.t('Token')} ({$i18n.t('Tiktoken')})</option>
							<option value="token_transformers">
								{$i18n.t('Token')} ({$i18n.t('Transformers')})
							</option>
						</SettingsSelect>
					</AdminSettingRow>

{#if RAGConfig.TEXT_SPLITTER === 'token_transformers'}
						<AdminSettingField
							label={$i18n.t('Tokenizer Model')}
							description={$i18n.t('Tokenizer model used for transformer token splitting.')}
						>
							<input
								class={inputClass}
								placeholder={$i18n.t('Enter Tokenizer Model')}
								bind:value={RAGConfig.RAG_TOKENIZER_MODEL}
								autocomplete="off"
								required={RAG_EMBEDDING_ENGINE !== ''}
							/>
						</AdminSettingField>
					{/if}

{#if RAGConfig.ENABLE_MARKDOWN_HEADER_TEXT_SPLITTER}
						<AdminSettingField
							label={$i18n.t('Chunk Min Size Target')}
							description={$i18n.t(
								'Merge chunks smaller than this threshold when possible. Set to 0 to disable merging.'
							)}
						>
							<input
								class={inputClass}
								type="number"
								placeholder={$i18n.t('Enter Chunk Min Size Target')}
								bind:value={RAGConfig.CHUNK_MIN_SIZE_TARGET}
								autocomplete="off"
								min="0"
							/>
						</AdminSettingField>
					{/if}
				{/if}
			</AdminSettingSection>

{#if !RAGConfig.BYPASS_EMBEDDING_AND_RETRIEVAL}
				<AdminSettingSection title={$i18n.t('Embedding')}>
					<AdminSettingRow
						label={$i18n.t('Embedding Model Engine')}
						description={$i18n.t('Provider used to generate document embeddings.')}
					>
						<SettingsSelect
							bind:value={RAG_EMBEDDING_ENGINE}
							placeholder={$i18n.t('Select an embedding model engine')}
							on:change={(e) => {
								if (e.target.value === 'ollama') {
									RAG_EMBEDDING_MODEL = '';
								} else if (e.target.value === 'openai') {
									RAG_EMBEDDING_MODEL = 'text-embedding-3-small';
								} else if (e.target.value === 'azure_openai') {
									RAG_EMBEDDING_MODEL = 'text-embedding-3-small';
								} else if (e.target.value === '') {
									RAG_EMBEDDING_MODEL = 'sentence-transformers/all-MiniLM-L6-v2';
								}
							}}
						>
							<option value="">{$i18n.t('Default (SentenceTransformers)')}</option>
							<option value="ollama">{$i18n.t('Ollama')}</option>
							<option value="openai">{$i18n.t('OpenAI')}</option>
							<option value="azure_openai">{$i18n.t('Azure OpenAI')}</option>
						</SettingsSelect>
					</AdminSettingRow>

{#if RAG_EMBEDDING_ENGINE === 'openai'}
						<div class="grid grid-cols-1 gap-x-3 gap-y-2.5 sm:grid-cols-2">
							<AdminSettingField
								label={$i18n.t('API Base URL')}
								description={$i18n.t('OpenAI-compatible embeddings endpoint.')}
							>
								<input
									class={inputClass}
									placeholder={$i18n.t('API Base URL')}
									bind:value={OpenAIUrl}
									required
								/>
							</AdminSettingField>
							<AdminSettingField
								label={$i18n.t('API Key')}
								description={$i18n.t('API key for embedding requests.')}
							>
								<SensitiveInput
									variant="settings"
									placeholder={$i18n.t('API Key')}
									bind:value={OpenAIKey}
									required={false}
								/>
							</AdminSettingField>
						</div>
					{:else if RAG_EMBEDDING_ENGINE === 'ollama'}
						<div class="grid grid-cols-1 gap-x-3 gap-y-2.5 sm:grid-cols-2">
							<AdminSettingField
								label={$i18n.t('API Base URL')}
								description={$i18n.t('Ollama endpoint used for embeddings.')}
							>
								<input
									class={inputClass}
									placeholder={$i18n.t('API Base URL')}
									bind:value={OllamaUrl}
									required
								/>
							</AdminSettingField>
							<AdminSettingField
								label={$i18n.t('API Key')}
								description={$i18n.t('Optional API key for Ollama requests.')}
							>
								<SensitiveInput
									variant="settings"
									placeholder={$i18n.t('API Key')}
									bind:value={OllamaKey}
									required={false}
								/>
							</AdminSettingField>
						</div>
					{:else if RAG_EMBEDDING_ENGINE === 'azure_openai'}
						<div class="grid grid-cols-1 gap-x-3 gap-y-2.5 sm:grid-cols-2">
							<AdminSettingField
								label={$i18n.t('API Base URL')}
								description={$i18n.t('Azure OpenAI endpoint used for embeddings.')}
							>
								<input
									class={inputClass}
									placeholder={$i18n.t('API Base URL')}
									bind:value={AzureOpenAIUrl}
									required
								/>
							</AdminSettingField>
							<AdminSettingField
								label={$i18n.t('API Key')}
								description={$i18n.t('Azure OpenAI API key.')}
							>
								<SensitiveInput
									variant="settings"
									placeholder={$i18n.t('API Key')}
									bind:value={AzureOpenAIKey}
								/>
							</AdminSettingField>
							<AdminSettingField
								label={$i18n.t('Version')}
								description={$i18n.t('Azure OpenAI API version.')}
							>
								<input
									class={inputClass}
									placeholder={$i18n.t('Version')}
									bind:value={AzureOpenAIVersion}
									required
								/>
							</AdminSettingField>
						</div>
					{/if}

{#if RAG_EMBEDDING_ENGINE === ''}
								<button
									class="flex size-7 shrink-0 items-center justify-center rounded-lg text-gray-500 transition-colors hover:bg-black/5 hover:text-gray-900 dark:text-gray-500 dark:hover:bg-white/5 dark:hover:text-white"
									type="button"
									on:click={() => {
										embeddingModelUpdateHandler();
									}}
									disabled={updateEmbeddingModelLoading}
									aria-label={$i18n.t('Update embedding model')}
								>
									{#if updateEmbeddingModelLoading}
										<Spinner />
									{:else}
										<svg
											xmlns="http://www.w3.org/2000/svg"
											viewBox="0 0 16 16"
											fill="currentColor"
											class="size-4"
										>
											<path
												d="M8.75 2.75a.75.75 0 0 0-1.5 0v5.69L5.03 6.22a.75.75 0 0 0-1.06 1.06l3.5 3.5a.75.75 0 0 0 1.06 0l3.5-3.5a.75.75 0 0 0-1.06-1.06L8.75 8.44V2.75Z"
											/>
											<path
												d="M3.5 9.75a.75.75 0 0 0-1.5 0v1.5A2.75 2.75 0 0 0 4.75 14h6.5A2.75 2.75 0 0 0 14 11.25v-1.5a.75.75 0 0 0-1.5 0v1.5c0 .69-.56 1.25-1.25 1.25h-6.5c-.69 0-1.25-.56-1.25-1.25v-1.5Z"
											/>
										</svg>
									{/if}
								</button>
							{/if}
						</div>
						<div class="mt-1 text-[0.6875rem] text-gray-400 dark:text-gray-600">
							{$i18n.t(
								'After changing the embedding model, reindex knowledge, knowledge search, and memory vectors for changes to take effect.'
							)}
						</div>
					</AdminSettingField>

{#if RAG_EMBEDDING_ENGINE === 'ollama' || RAG_EMBEDDING_ENGINE === 'openai' || RAG_EMBEDDING_ENGINE === 'azure_openai'}
						<AdminSettingRow
							label={$i18n.t('Async Embedding Processing')}
							description={$i18n.t('Run embedding tasks concurrently to speed up processing.')}
							let:labelId
						>
							<Switch bind:state={ENABLE_ASYNC_EMBEDDING} ariaLabelledbyId={labelId} />
						</AdminSettingRow>
						<AdminSettingRow
							label={$i18n.t('Embedding Concurrent Requests')}
							description={$i18n.t(
								'Maximum concurrent embedding requests. Set to 0 for unlimited.'
							)}
						>
							<input
								bind:value={RAG_EMBEDDING_CONCURRENT_REQUESTS}
								type="number"
								class="w-14 bg-transparent text-center text-xs outline-none"
								min="0"
								step="1"
							/>
						</AdminSettingRow>
					{/if}
				</AdminSettingSection>
			{/if}

<AdminSettingSection title={$i18n.t('Retrieval')}>
				{#if !RAGConfig.BYPASS_EMBEDDING_AND_RETRIEVAL}
					<AdminSettingRow
						label={$i18n.t('Full Context Mode')}
						description={RAGConfig.RAG_FULL_CONTEXT
							? $i18n.t('Inject entire documents as context for comprehensive processing.')
							: $i18n.t('Use segmented retrieval for focused context.')}
						let:labelId
					>
						<Switch bind:state={RAGConfig.RAG_FULL_CONTEXT} ariaLabelledbyId={labelId} />
					</AdminSettingRow>

{#if !RAGConfig.RAG_FULL_CONTEXT}
						<AdminSettingRow
							label={$i18n.t('Hybrid Search')}
							description={$i18n.t('Combine semantic and keyword retrieval.')}
							let:labelId
						>
							<Switch bind:state={RAGConfig.ENABLE_RAG_HYBRID_SEARCH} ariaLabelledbyId={labelId} />
						</AdminSettingRow>

{#if RAGConfig.ENABLE_RAG_HYBRID_SEARCH === true}
							<AdminSettingRow
								label={$i18n.t('Enrich Hybrid Search Text')}
								description={$i18n.t(
									'Add filenames, titles, sections, and snippets to improve lexical recall.'
								)}
								let:labelId
							>
								<Switch
									bind:state={RAGConfig.ENABLE_RAG_HYBRID_SEARCH_ENRICHED_TEXTS}
									ariaLabelledbyId={labelId}
								/>
							</AdminSettingRow>

<AdminSettingRow
								label={$i18n.t('Reranking Engine')}
								description={$i18n.t('Provider used to rerank hybrid search results.')}
							>
								<SettingsSelect
									bind:value={RAGConfig.RAG_RERANKING_ENGINE}
									placeholder={$i18n.t('Select a reranking model engine')}
									on:change={(e) => {
										if (e.target.value === 'external') {
											RAGConfig.RAG_RERANKING_MODEL = '';
										} else if (e.target.value === '') {
											RAGConfig.RAG_RERANKING_MODEL = 'BAAI/bge-reranker-v2-m3';
										}
									}}
								>
									<option value="">{$i18n.t('Default (SentenceTransformers)')}</option>
									<option value="external">{$i18n.t('External')}</option>
								</SettingsSelect>
							</AdminSettingRow>

{#if RAGConfig.RAG_RERANKING_ENGINE === 'external'}
								<div class="grid grid-cols-1 gap-x-3 gap-y-2.5 sm:grid-cols-2">
									<AdminSettingField
										label={$i18n.t('API Base URL')}
										description={$i18n.t('External reranker endpoint.')}
									>
										<input
											class={inputClass}
											placeholder={$i18n.t('API Base URL')}
											bind:value={RAGConfig.RAG_EXTERNAL_RERANKER_URL}
											required
										/>
									</AdminSettingField>
									<AdminSettingField
										label={$i18n.t('API Key')}
										description={$i18n.t('API key sent to the external reranker.')}
									>
										<SensitiveInput
											variant="settings"
											placeholder={$i18n.t('API Key')}
											bind:value={RAGConfig.RAG_EXTERNAL_RERANKER_API_KEY}
											required={false}
										/>
									</AdminSettingField>
								</div>
							{/if}

<AdminSettingField
								label={$i18n.t('Reranking Model')}
								description={$i18n.t('Model used to rerank retrieved results.')}
							>
								<input
									class={inputClass}
									placeholder={$i18n.t('Set reranking model (e.g. {{model}})', {
										model: 'BAAI/bge-reranker-v2-m3'
									})}
									bind:value={RAGConfig.RAG_RERANKING_MODEL}
								/>
							</AdminSettingField>
						{/if}

{#if RAGConfig.ENABLE_RAG_HYBRID_SEARCH === true}
							<AdminSettingField
								label={$i18n.t('Top K Reranker')}
								description={$i18n.t('Maximum number of hybrid results sent to the reranker.')}
							>
								<input
									class={inputClass}
									type="number"
									placeholder={$i18n.t('Enter Top K Reranker')}
									bind:value={RAGConfig.TOP_K_RERANKER}
									autocomplete="off"
									min="0"
								/>
							</AdminSettingField>

<AdminSettingRow
								label={$i18n.t('BM25 Weight')}
								description={$i18n.t('Balance semantic and lexical weighting for hybrid search.')}
							>
								<button
									class={actionButtonClass}
									type="button"
									on:click={() => {
										RAGConfig.HYBRID_BM25_WEIGHT =
											(RAGConfig?.HYBRID_BM25_WEIGHT ?? null) === null ? 0.5 : null;
									}}
								>
									{(RAGConfig?.HYBRID_BM25_WEIGHT ?? null) === null
										? $i18n.t('Default')
										: $i18n.t('Custom')}
								</button>
							</AdminSettingRow>

{#if (RAGConfig?.HYBRID_BM25_WEIGHT ?? null) !== null}
								<div class="flex items-center gap-2">
									<div class="flex-1">
										<input
											id="steps-range"
											type="range"
											min="0"
											max="1"
											step="0.05"
											bind:value={RAGConfig.HYBRID_BM25_WEIGHT}
											class="h-2 w-full cursor-pointer appearance-none rounded-lg dark:bg-gray-700"
										/>
										<div
											class="flex justify-between py-0.5 text-[0.6875rem] text-gray-400 dark:text-gray-600"
										>
											<div>{$i18n.t('semantic')}</div>
											<div>{$i18n.t('lexical')}</div>
										</div>
									</div>
									<input
										bind:value={RAGConfig.HYBRID_BM25_WEIGHT}
										type="number"
										class="w-14 bg-transparent text-center text-xs outline-none"
										min="0"
										max="1"
										step="any"
									/>
								</div>
							{/if}
						{/if}
					{/if}
				{/if}

{#if RAGConfig.RAG_TEMPLATE && (RAGConfig.RAG_TEMPLATE.match(/\[context\]/g) || []).length + (RAGConfig.RAG_TEMPLATE.match(/\{\{CONTEXT\}\}/g) || []).length > 1}
						<div class="mt-1 text-[0.6875rem] text-gray-400 dark:text-gray-600">
							{$i18n.t(
								'This template contains multiple context placeholders ([context] or {{CONTEXT}}). Context will be injected at each occurrence.'
							)}
						</div>
					{/if}
				</AdminSettingField>
			</AdminSettingSection>

<AdminSettingSection title={$i18n.t('Danger Zone')}>
				<AdminSettingRow
					label={$i18n.t('Reset Upload Directory')}
					description={$i18n.t('Delete uploaded files from the upload directory.')}
				>
					<button
						class={actionButtonClass}
						type="button"
						on:click={() => {
							showResetUploadDirConfirm = true;
						}}
					>
						{$i18n.t('Reset')}
					</button>
				</AdminSettingRow>
				<AdminSettingRow
					label={$i18n.t('Reset Vector Storage/Knowledge')}
					description={$i18n.t('Clear vector storage and knowledge indexing data.')}
				>
					<button
						class={actionButtonClass}
						type="button"
						on:click={() => {
							showResetConfirm = true;
						}}
					>
						{$i18n.t('Reset')}
					</button>
				</AdminSettingRow>
				<AdminSettingRow
					label={$i18n.t('Reindex Knowledge and Memory Vectors')}
					description={$i18n.t(
						'Rebuild vectors for existing knowledge files, knowledge search, and memories.'
					)}
				>
					<button
						class={actionButtonClass}
						type="button"
						on:click={() => {
							showReindexConfirm = true;
						}}
					>
						{$i18n.t('Reindex')}
					</button>
				</AdminSettingRow>
			</AdminSettingSection>
		</div>

{$i18n.t('Documents')}