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enh: bypass embedding and retrieval

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This commit is contained in:
Timothy Jaeryang Baek
2025-02-26 15:42:19 -08:00
parent 1c2e36f1b7
commit 57010901e6
10 changed files with 486 additions and 370 deletions
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632
src/lib/components/admin/Settings/Documents.svelte
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@@ -59,6 +59,7 @@
let pdfExtractImages = true;
let RAG_FULL_CONTEXT = false;
let BYPASS_EMBEDDING_AND_RETRIEVAL = false;
let enableGoogleDriveIntegration = false;
let enableOneDriveIntegration = false;
@@ -170,12 +171,6 @@
};
const submitHandler = async () => {
await embeddingModelUpdateHandler();
if (querySettings.hybrid) {
await rerankingModelUpdateHandler();
}
if (contentExtractionEngine === 'tika' && tikaServerUrl === '') {
toast.error($i18n.t('Tika Server URL required.'));
return;
@@ -187,6 +182,15 @@
toast.error($i18n.t('Document Intelligence endpoint and key required.'));
return;
}
if (!BYPASS_EMBEDDING_AND_RETRIEVAL) {
await embeddingModelUpdateHandler();
if (querySettings.hybrid) {
await rerankingModelUpdateHandler();
}
}
const res = await updateRAGConfig(localStorage.token, {
pdf_extract_images: pdfExtractImages,
enable_google_drive_integration: enableGoogleDriveIntegration,
@@ -196,6 +200,7 @@
max_count: fileMaxCount === '' ? null : fileMaxCount
},
RAG_FULL_CONTEXT: RAG_FULL_CONTEXT,
BYPASS_EMBEDDING_AND_RETRIEVAL: BYPASS_EMBEDDING_AND_RETRIEVAL,
chunk: {
text_splitter: textSplitter,
chunk_overlap: chunkOverlap,
@@ -260,6 +265,7 @@
chunkOverlap = res.chunk.chunk_overlap;
RAG_FULL_CONTEXT = res.RAG_FULL_CONTEXT;
BYPASS_EMBEDDING_AND_RETRIEVAL = res.BYPASS_EMBEDDING_AND_RETRIEVAL;
contentExtractionEngine = res.content_extraction.engine;
tikaServerUrl = res.content_extraction.tika_server_url;
@@ -328,9 +334,6 @@
<select
class="dark:bg-gray-900 w-fit pr-8 rounded-sm px-2 text-xs bg-transparent outline-hidden text-right"
bind:value={contentExtractionEngine}
on:change={(e) => {
showDocumentIntelligenceConfig = e.target.value === 'document_intelligence';
}}
>
<option value="">{$i18n.t('Default')} </option>
<option value="tika">{$i18n.t('Tika')}</option>
@@ -376,151 +379,295 @@
{/if}
<div class=" mb-2.5 flex w-full justify-between">
<div class=" self-center text-xs font-medium">{$i18n.t('Text Splitter')}</div>
<div class=" self-center text-xs font-medium">
<Tooltip content={$i18n.t('Full Context Mode')} placement="top-start">
{$i18n.t('Bypass Embedding and Retrieval')}
</Tooltip>
</div>
<div class="flex items-center relative">
<select
class="dark:bg-gray-900 w-fit pr-8 rounded-sm px-2 text-xs bg-transparent outline-hidden text-right"
bind:value={textSplitter}
<Tooltip
content={BYPASS_EMBEDDING_AND_RETRIEVAL
? 'Inject the entire content as context for comprehensive processing, this is recommended for complex queries.'
: 'Default to segmented retrieval for focused and relevant content extraction, this is recommended for most cases.'}
>
<option value="">{$i18n.t('Default')} ({$i18n.t('Character')})</option>
<option value="token">{$i18n.t('Token')} ({$i18n.t('Tiktoken')})</option>
</select>
<Switch bind:state={BYPASS_EMBEDDING_AND_RETRIEVAL} />
</Tooltip>
</div>
</div>
<div class=" mb-2.5 flex w-full justify-between">
<div class=" flex gap-1.5 w-full">
<div class=" w-full justify-between">
<div class="self-center text-xs font-medium min-w-fit mb-1">
{$i18n.t('Chunk Size')}
</div>
<div class="self-center">
<input
class=" w-full rounded-lg py-1.5 px-4 text-sm bg-gray-50 dark:text-gray-300 dark:bg-gray-850 outline-hidden"
type="number"
placeholder={$i18n.t('Enter Chunk Size')}
bind:value={chunkSize}
autocomplete="off"
min="0"
/>
</div>
</div>
<div class="w-full">
<div class=" self-center text-xs font-medium min-w-fit mb-1">
{$i18n.t('Chunk Overlap')}
</div>
<div class="self-center">
<input
class="w-full rounded-lg py-1.5 px-4 text-sm bg-gray-50 dark:text-gray-300 dark:bg-gray-850 outline-hidden"
type="number"
placeholder={$i18n.t('Enter Chunk Overlap')}
bind:value={chunkOverlap}
autocomplete="off"
min="0"
/>
</div>
</div>
</div>
</div>
</div>
<div class="mb-3">
<div class=" mb-2.5 text-base font-medium">{$i18n.t('Embedding')}</div>
<hr class=" border-gray-100 dark:border-gray-850 my-2" />
<div class=" mb-2.5 flex flex-col w-full justify-between">
<div class="flex w-full justify-between">
<div class=" self-center text-xs font-medium">{$i18n.t('Embedding Model Engine')}</div>
{#if !BYPASS_EMBEDDING_AND_RETRIEVAL}
<div class=" mb-2.5 flex w-full justify-between">
<div class=" self-center text-xs font-medium">{$i18n.t('Text Splitter')}</div>
<div class="flex items-center relative">
<select
class="dark:bg-gray-900 w-fit pr-8 rounded-sm px-2 p-1 text-xs bg-transparent outline-hidden text-right"
bind:value={embeddingEngine}
placeholder="Select an embedding model engine"
on:change={(e) => {
if (e.target.value === 'ollama') {
embeddingModel = '';
} else if (e.target.value === 'openai') {
embeddingModel = 'text-embedding-3-small';
} else if (e.target.value === '') {
embeddingModel = 'sentence-transformers/all-MiniLM-L6-v2';
}
}}
class="dark:bg-gray-900 w-fit pr-8 rounded-sm px-2 text-xs bg-transparent outline-hidden text-right"
bind:value={textSplitter}
>
<option value="">{$i18n.t('Default (SentenceTransformers)')}</option>
<option value="ollama">{$i18n.t('Ollama')}</option>
<option value="openai">{$i18n.t('OpenAI')}</option>
<option value="">{$i18n.t('Default')} ({$i18n.t('Character')})</option>
<option value="token">{$i18n.t('Token')} ({$i18n.t('Tiktoken')})</option>
</select>
</div>
</div>
{#if embeddingEngine === 'openai'}
<div class="my-0.5 flex gap-2 pr-2">
<input
class="flex-1 w-full rounded-lg text-sm bg-transparent outline-hidden"
placeholder={$i18n.t('API Base URL')}
bind:value={OpenAIUrl}
required
/>
<SensitiveInput placeholder={$i18n.t('API Key')} bind:value={OpenAIKey} />
</div>
{:else if embeddingEngine === 'ollama'}
<div class="my-0.5 flex gap-2 pr-2">
<input
class="flex-1 w-full rounded-lg text-sm bg-transparent outline-hidden"
placeholder={$i18n.t('API Base URL')}
bind:value={OllamaUrl}
required
/>
<SensitiveInput
placeholder={$i18n.t('API Key')}
bind:value={OllamaKey}
required={false}
/>
</div>
{/if}
</div>
<div class=" mb-2.5 flex flex-col w-full">
<div class=" mb-1 text-xs font-medium">{$i18n.t('Embedding Model')}</div>
<div class="">
{#if embeddingEngine === 'ollama'}
<div class="flex w-full">
<div class="flex-1 mr-2">
<div class=" mb-2.5 flex w-full justify-between">
<div class=" flex gap-1.5 w-full">
<div class=" w-full justify-between">
<div class="self-center text-xs font-medium min-w-fit mb-1">
{$i18n.t('Chunk Size')}
</div>
<div class="self-center">
<input
class="flex-1 w-full rounded-lg text-sm bg-transparent outline-hidden"
bind:value={embeddingModel}
placeholder={$i18n.t('Set embedding model')}
required
class=" w-full rounded-lg py-1.5 px-4 text-sm bg-gray-50 dark:text-gray-300 dark:bg-gray-850 outline-hidden"
type="number"
placeholder={$i18n.t('Enter Chunk Size')}
bind:value={chunkSize}
autocomplete="off"
min="0"
/>
</div>
</div>
{:else}
<div class="flex w-full">
<div class="flex-1 mr-2">
<input
class="flex-1 w-full rounded-lg text-sm bg-transparent outline-hidden"
placeholder={$i18n.t('Set embedding model (e.g. {{model}})', {
model: embeddingModel.slice(-40)
})}
bind:value={embeddingModel}
/>
<div class="w-full">
<div class=" self-center text-xs font-medium min-w-fit mb-1">
{$i18n.t('Chunk Overlap')}
</div>
{#if embeddingEngine === ''}
<div class="self-center">
<input
class="w-full rounded-lg py-1.5 px-4 text-sm bg-gray-50 dark:text-gray-300 dark:bg-gray-850 outline-hidden"
type="number"
placeholder={$i18n.t('Enter Chunk Overlap')}
bind:value={chunkOverlap}
autocomplete="off"
min="0"
/>
</div>
</div>
</div>
</div>
{/if}
</div>
{#if !BYPASS_EMBEDDING_AND_RETRIEVAL}
<div class="mb-3">
<div class=" mb-2.5 text-base font-medium">{$i18n.t('Embedding')}</div>
<hr class=" border-gray-100 dark:border-gray-850 my-2" />
<div class=" mb-2.5 flex flex-col w-full justify-between">
<div class="flex w-full justify-between">
<div class=" self-center text-xs font-medium">
{$i18n.t('Embedding Model Engine')}
</div>
<div class="flex items-center relative">
<select
class="dark:bg-gray-900 w-fit pr-8 rounded-sm px-2 p-1 text-xs bg-transparent outline-hidden text-right"
bind:value={embeddingEngine}
placeholder="Select an embedding model engine"
on:change={(e) => {
if (e.target.value === 'ollama') {
embeddingModel = '';
} else if (e.target.value === 'openai') {
embeddingModel = 'text-embedding-3-small';
} else if (e.target.value === '') {
embeddingModel = 'sentence-transformers/all-MiniLM-L6-v2';
}
}}
>
<option value="">{$i18n.t('Default (SentenceTransformers)')}</option>
<option value="ollama">{$i18n.t('Ollama')}</option>
<option value="openai">{$i18n.t('OpenAI')}</option>
</select>
</div>
</div>
{#if embeddingEngine === 'openai'}
<div class="my-0.5 flex gap-2 pr-2">
<input
class="flex-1 w-full rounded-lg text-sm bg-transparent outline-hidden"
placeholder={$i18n.t('API Base URL')}
bind:value={OpenAIUrl}
required
/>
<SensitiveInput placeholder={$i18n.t('API Key')} bind:value={OpenAIKey} />
</div>
{:else if embeddingEngine === 'ollama'}
<div class="my-0.5 flex gap-2 pr-2">
<input
class="flex-1 w-full rounded-lg text-sm bg-transparent outline-hidden"
placeholder={$i18n.t('API Base URL')}
bind:value={OllamaUrl}
required
/>
<SensitiveInput
placeholder={$i18n.t('API Key')}
bind:value={OllamaKey}
required={false}
/>
</div>
{/if}
</div>
<div class=" mb-2.5 flex flex-col w-full">
<div class=" mb-1 text-xs font-medium">{$i18n.t('Embedding Model')}</div>
<div class="">
{#if embeddingEngine === 'ollama'}
<div class="flex w-full">
<div class="flex-1 mr-2">
<input
class="flex-1 w-full rounded-lg text-sm bg-transparent outline-hidden"
bind:value={embeddingModel}
placeholder={$i18n.t('Set embedding model')}
required
/>
</div>
</div>
{:else}
<div class="flex w-full">
<div class="flex-1 mr-2">
<input
class="flex-1 w-full rounded-lg text-sm bg-transparent outline-hidden"
placeholder={$i18n.t('Set embedding model (e.g. {{model}})', {
model: embeddingModel.slice(-40)
})}
bind:value={embeddingModel}
/>
</div>
{#if embeddingEngine === ''}
<button
class="px-2.5 bg-transparent text-gray-800 dark:bg-transparent dark:text-gray-100 rounded-lg transition"
on:click={() => {
embeddingModelUpdateHandler();
}}
disabled={updateEmbeddingModelLoading}
>
{#if updateEmbeddingModelLoading}
<div class="self-center">
<svg
class=" w-4 h-4"
viewBox="0 0 24 24"
fill="currentColor"
xmlns="http://www.w3.org/2000/svg"
>
<style>
.spinner_ajPY {
transform-origin: center;
animation: spinner_AtaB 0.75s infinite linear;
}
@keyframes spinner_AtaB {
100% {
transform: rotate(360deg);
}
}
</style>
<path
d="M12,1A11,11,0,1,0,23,12,11,11,0,0,0,12,1Zm0,19a8,8,0,1,1,8-8A8,8,0,0,1,12,20Z"
opacity=".25"
/>
<path
d="M10.14,1.16a11,11,0,0,0-9,8.92A1.59,1.59,0,0,0,2.46,12,1.52,1.52,0,0,0,4.11,10.7a8,8,0,0,1,6.66-6.61A1.42,1.42,0,0,0,12,2.69h0A1.57,1.57,0,0,0,10.14,1.16Z"
class="spinner_ajPY"
/>
</svg>
</div>
{:else}
<svg
xmlns="http://www.w3.org/2000/svg"
viewBox="0 0 16 16"
fill="currentColor"
class="w-4 h-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>
{/if}
</div>
<div class="mt-1 mb-1 text-xs text-gray-400 dark:text-gray-500">
{$i18n.t(
'Warning: If you update or change your embedding model, you will need to re-import all documents.'
)}
</div>
</div>
{#if embeddingEngine === 'ollama' || embeddingEngine === 'openai'}
<div class=" mb-2.5 flex w-full justify-between">
<div class=" self-center text-xs font-medium">{$i18n.t('Embedding Batch Size')}</div>
<div class="">
<input
bind:value={embeddingBatchSize}
type="number"
class=" bg-transparent text-center w-14 outline-none"
min="-2"
max="16000"
step="1"
/>
</div>
</div>
{/if}
<div class=" mb-2.5 flex w-full justify-between">
<div class=" self-center text-xs font-medium">{$i18n.t('Full Context Mode')}</div>
<div class="flex items-center relative">
<Tooltip
content={RAG_FULL_CONTEXT
? 'Inject entire contents as context for comprehensive processing, this is recommended for complex queries.'
: 'Default to segmented retrieval for focused and relevant content extraction, this is recommended for most cases.'}
>
<Switch bind:state={RAG_FULL_CONTEXT} />
</Tooltip>
</div>
</div>
<div class=" mb-2.5 flex w-full justify-between">
<div class=" self-center text-xs font-medium">{$i18n.t('Hybrid Search')}</div>
<div class="flex items-center relative">
<Switch
bind:state={querySettings.hybrid}
on:change={() => {
toggleHybridSearch();
}}
/>
</div>
</div>
{#if querySettings.hybrid === true}
<div class=" mb-2.5 flex flex-col w-full">
<div class=" mb-1 text-xs font-medium">{$i18n.t('Reranking Model')}</div>
<div class="">
<div class="flex w-full">
<div class="flex-1 mr-2">
<input
class="flex-1 w-full rounded-lg text-sm bg-transparent outline-hidden"
placeholder={$i18n.t('Set reranking model (e.g. {{model}})', {
model: 'BAAI/bge-reranker-v2-m3'
})}
bind:value={rerankingModel}
/>
</div>
<button
class="px-2.5 bg-transparent text-gray-800 dark:bg-transparent dark:text-gray-100 rounded-lg transition"
on:click={() => {
embeddingModelUpdateHandler();
rerankingModelUpdateHandler();
}}
disabled={updateEmbeddingModelLoading}
disabled={updateRerankingModelLoading}
>
{#if updateEmbeddingModelLoading}
{#if updateRerankingModelLoading}
<div class="self-center">
<svg
class=" w-4 h-4"
@@ -566,196 +713,75 @@
</svg>
{/if}
</button>
{/if}
</div>
</div>
{/if}
</div>
<div class="mt-1 mb-1 text-xs text-gray-400 dark:text-gray-500">
{$i18n.t(
'Warning: If you update or change your embedding model, you will need to re-import all documents.'
)}
</div>
</div>
{/if}
</div>
{#if embeddingEngine === 'ollama' || embeddingEngine === 'openai'}
<div class=" mb-2.5 flex w-full justify-between">
<div class=" self-center text-xs font-medium">{$i18n.t('Embedding Batch Size')}</div>
<div class="mb-3">
<div class=" mb-2.5 text-base font-medium">{$i18n.t('Retrieval')}</div>
<div class="">
<hr class=" border-gray-100 dark:border-gray-850 my-2" />
<div class=" mb-2.5 flex w-full justify-between">
<div class=" self-center text-xs font-medium">{$i18n.t('Top K')}</div>
<div class="flex items-center relative">
<input
bind:value={embeddingBatchSize}
class="flex-1 w-full rounded-lg text-sm bg-transparent outline-hidden"
type="number"
class=" bg-transparent text-center w-14 outline-none"
min="-2"
max="16000"
step="1"
placeholder={$i18n.t('Enter Top K')}
bind:value={querySettings.k}
autocomplete="off"
min="0"
/>
</div>
</div>
{/if}
<div class=" mb-2.5 flex w-full justify-between">
<div class=" self-center text-xs font-medium">{$i18n.t('Full Context Mode')}</div>
<div class="flex items-center relative">
<Tooltip
content={RAG_FULL_CONTEXT
? 'Inject entire contents as context for comprehensive processing, this is recommended for complex queries.'
: 'Default to segmented retrieval for focused and relevant content extraction, this is recommended for most cases.'}
>
<Switch bind:state={RAG_FULL_CONTEXT} />
</Tooltip>
</div>
</div>
<div class=" mb-2.5 flex w-full justify-between">
<div class=" self-center text-xs font-medium">{$i18n.t('Hybrid Search')}</div>
<div class="flex items-center relative">
<Switch
bind:state={querySettings.hybrid}
on:change={() => {
toggleHybridSearch();
}}
/>
</div>
</div>
{#if querySettings.hybrid === true}
<div class=" mb-2.5 flex flex-col w-full">
<div class=" mb-1 text-xs font-medium">{$i18n.t('Reranking Model')}</div>
<div class="">
<div class="flex w-full">
<div class="flex-1 mr-2">
{#if querySettings.hybrid === true}
<div class=" mb-2.5 flex flex-col w-full justify-between">
<div class=" flex w-full justify-between">
<div class=" self-center text-xs font-medium">{$i18n.t('Minimum Score')}</div>
<div class="flex items-center relative">
<input
class="flex-1 w-full rounded-lg text-sm bg-transparent outline-hidden"
placeholder={$i18n.t('Set reranking model (e.g. {{model}})', {
model: 'BAAI/bge-reranker-v2-m3'
})}
bind:value={rerankingModel}
type="number"
step="0.01"
placeholder={$i18n.t('Enter Score')}
bind:value={querySettings.r}
autocomplete="off"
min="0.0"
title={$i18n.t('The score should be a value between 0.0 (0%) and 1.0 (100%).')}
/>
</div>
<button
class="px-2.5 bg-transparent text-gray-800 dark:bg-transparent dark:text-gray-100 rounded-lg transition"
on:click={() => {
rerankingModelUpdateHandler();
}}
disabled={updateRerankingModelLoading}
>
{#if updateRerankingModelLoading}
<div class="self-center">
<svg
class=" w-4 h-4"
viewBox="0 0 24 24"
fill="currentColor"
xmlns="http://www.w3.org/2000/svg"
>
<style>
.spinner_ajPY {
transform-origin: center;
animation: spinner_AtaB 0.75s infinite linear;
}
@keyframes spinner_AtaB {
100% {
transform: rotate(360deg);
}
}
</style>
<path
d="M12,1A11,11,0,1,0,23,12,11,11,0,0,0,12,1Zm0,19a8,8,0,1,1,8-8A8,8,0,0,1,12,20Z"
opacity=".25"
/>
<path
d="M10.14,1.16a11,11,0,0,0-9,8.92A1.59,1.59,0,0,0,2.46,12,1.52,1.52,0,0,0,4.11,10.7a8,8,0,0,1,6.66-6.61A1.42,1.42,0,0,0,12,2.69h0A1.57,1.57,0,0,0,10.14,1.16Z"
class="spinner_ajPY"
/>
</svg>
</div>
{:else}
<svg
xmlns="http://www.w3.org/2000/svg"
viewBox="0 0 16 16"
fill="currentColor"
class="w-4 h-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>
</div>
</div>
</div>
{/if}
</div>
<div class="mb-3">
<div class=" mb-2.5 text-base font-medium">{$i18n.t('Query')}</div>
<hr class=" border-gray-100 dark:border-gray-850 my-2" />
<div class=" mb-2.5 flex w-full justify-between">
<div class=" self-center text-xs font-medium">{$i18n.t('Top K')}</div>
<div class="flex items-center relative">
<input
class="flex-1 w-full rounded-lg text-sm bg-transparent outline-hidden"
type="number"
placeholder={$i18n.t('Enter Top K')}
bind:value={querySettings.k}
autocomplete="off"
min="0"
/>
</div>
</div>
{#if querySettings.hybrid === true}
<div class=" mb-2.5 flex flex-col w-full justify-between">
<div class=" flex w-full justify-between">
<div class=" self-center text-xs font-medium">{$i18n.t('Minimum Score')}</div>
<div class="flex items-center relative">
<input
class="flex-1 w-full rounded-lg text-sm bg-transparent outline-hidden"
type="number"
step="0.01"
placeholder={$i18n.t('Enter Score')}
bind:value={querySettings.r}
autocomplete="off"
min="0.0"
title={$i18n.t('The score should be a value between 0.0 (0%) and 1.0 (100%).')}
/>
</div>
</div>
<div class="mt-1 text-xs text-gray-400 dark:text-gray-500">
{$i18n.t(
'Note: If you set a minimum score, the search will only return documents with a score greater than or equal to the minimum score.'
)}
</div>
</div>
{/if}
<div class=" mb-2.5 flex flex-col w-full justify-between">
<div class=" mb-1 text-xs font-medium">{$i18n.t('RAG Template')}</div>
<div class="flex w-full items-center relative">
<Tooltip
content={$i18n.t('Leave empty to use the default prompt, or enter a custom prompt')}
placement="top-start"
className="w-full"
>
<Textarea
bind:value={querySettings.template}
placeholder={$i18n.t(
'Leave empty to use the default prompt, or enter a custom prompt'
<div class="mt-1 text-xs text-gray-400 dark:text-gray-500">
{$i18n.t(
'Note: If you set a minimum score, the search will only return documents with a score greater than or equal to the minimum score.'
)}
/>
</Tooltip>
</div>
</div>
{/if}
<div class=" mb-2.5 flex flex-col w-full justify-between">
<div class=" mb-1 text-xs font-medium">{$i18n.t('RAG Template')}</div>
<div class="flex w-full items-center relative">
<Tooltip
content={$i18n.t('Leave empty to use the default prompt, or enter a custom prompt')}
placement="top-start"
className="w-full"
>
<Textarea
bind:value={querySettings.template}
placeholder={$i18n.t(
'Leave empty to use the default prompt, or enter a custom prompt'
)}
/>
</Tooltip>
</div>
</div>
</div>
</div>
{/if}
<div class="mb-3">
<div class=" mb-2.5 text-base font-medium">{$i18n.t('Files')}</div>

12
src/lib/components/admin/Settings/WebSearch.svelte
View File

@@ -118,14 +118,18 @@
</div>
<div class=" py-0.5 flex w-full justify-between">
<div class=" self-center text-xs font-medium">{$i18n.t('Full Context Mode')}</div>
<div class=" self-center text-xs font-medium">
<Tooltip content={$i18n.t('Full Context Mode')} placement="top-start">
{$i18n.t('Bypass Embedding and Retrieval')}
</Tooltip>
</div>
<div class="flex items-center relative">
<Tooltip
content={webConfig.RAG_WEB_SEARCH_FULL_CONTEXT
? 'Inject the entire web results as context for comprehensive processing, this is recommended for complex queries.'
content={webConfig.BYPASS_WEB_SEARCH_EMBEDDING_AND_RETRIEVAL
? 'Inject the entire content as context for comprehensive processing, this is recommended for complex queries.'
: 'Default to segmented retrieval for focused and relevant content extraction, this is recommended for most cases.'}
>
<Switch bind:state={webConfig.RAG_WEB_SEARCH_FULL_CONTEXT} />
<Switch bind:state={webConfig.BYPASS_WEB_SEARCH_EMBEDDING_AND_RETRIEVAL} />
</Tooltip>
</div>
</div>

3
src/lib/components/chat/Messages/Citations.svelte
View File

@@ -43,6 +43,7 @@
}
$: {
console.log('sources', sources);
citations = sources.reduce((acc, source) => {
if (Object.keys(source).length === 0) {
return acc;
@@ -53,7 +54,7 @@
const distance = source.distances?.[index];
// Within the same citation there could be multiple documents
const id = metadata?.source ?? 'N/A';
const id = metadata?.source ?? source?.source?.id ?? 'N/A';
let _source = source?.source;
if (metadata?.name) {

2
src/lib/components/common/FileItemModal.svelte
View File

@@ -87,7 +87,7 @@
<div>
<Tooltip
content={enableFullContent
? 'Inject the entire document as context for comprehensive processing, this is recommended for complex queries.'
? 'Inject the entire content as context for comprehensive processing, this is recommended for complex queries.'
: 'Default to segmented retrieval for focused and relevant content extraction, this is recommended for most cases.'}
>
<div class="flex items-center gap-1.5 text-xs">