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https://github.com/open-webui/open-webui
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refac
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@ -15,6 +15,9 @@ from fastapi import Depends, FastAPI, File, Form, HTTPException, UploadFile, sta
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from fastapi.middleware.cors import CORSMiddleware
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from pydantic import BaseModel
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from open_webui.apps.webui.models.knowledge import Knowledges
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from open_webui.apps.retrieval.vector.connector import VECTOR_DB_CLIENT
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# Document loaders
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@ -1277,6 +1280,7 @@ def delete_entries_from_collection(form_data: DeleteForm, user=Depends(get_admin
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@app.post("/reset/db")
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def reset_vector_db(user=Depends(get_admin_user)):
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VECTOR_DB_CLIENT.reset()
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Knowledges.delete_all_knowledge()
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@app.post("/reset/uploads")
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@ -1299,28 +1303,6 @@ def reset_upload_dir(user=Depends(get_admin_user)) -> bool:
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print(f"The directory {folder} does not exist")
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except Exception as e:
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print(f"Failed to process the directory {folder}. Reason: {e}")
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return True
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@app.post("/reset")
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def reset(user=Depends(get_admin_user)) -> bool:
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folder = f"{UPLOAD_DIR}"
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for filename in os.listdir(folder):
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file_path = os.path.join(folder, filename)
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try:
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if os.path.isfile(file_path) or os.path.islink(file_path):
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os.unlink(file_path)
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elif os.path.isdir(file_path):
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shutil.rmtree(file_path)
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except Exception as e:
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log.error("Failed to delete %s. Reason: %s" % (file_path, e))
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try:
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VECTOR_DB_CLIENT.reset()
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except Exception as e:
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log.exception(e)
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return True
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@ -154,5 +154,15 @@ class KnowledgeTable:
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except Exception:
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return False
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def delete_all_knowledge(self) -> bool:
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with get_db() as db:
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try:
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db.query(Knowledge).delete()
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db.commit()
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return True
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except Exception:
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return False
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Knowledges = KnowledgeTable()
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@ -26,6 +26,7 @@
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import ResetVectorDBConfirmDialog from '$lib/components/common/ConfirmDialog.svelte';
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import SensitiveInput from '$lib/components/common/SensitiveInput.svelte';
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import Tooltip from '$lib/components/common/Tooltip.svelte';
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import Switch from '$lib/components/common/Switch.svelte';
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const i18n = getContext('i18n');
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@ -535,13 +536,13 @@
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<hr class=" dark:border-gray-850" />
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<div class="">
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<div class="text-sm font-medium">{$i18n.t('Content Extraction')}</div>
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<div class="text-sm font-medium mb-1">{$i18n.t('Content Extraction')}</div>
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<div class="flex w-full justify-between mt-2">
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<div class="flex w-full justify-between">
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<div class="self-center text-xs font-medium">{$i18n.t('Engine')}</div>
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<div class="flex items-center relative">
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<select
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class="dark:bg-gray-900 w-fit pr-8 rounded px-2 p-1 text-xs bg-transparent outline-none text-right"
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class="dark:bg-gray-900 w-fit pr-8 rounded px-2 text-xs bg-transparent outline-none text-right"
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bind:value={contentExtractionEngine}
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on:change={(e) => {
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showTikaServerUrl = e.target.value === 'tika';
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@ -554,7 +555,7 @@
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</div>
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{#if showTikaServerUrl}
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<div class="flex w-full mt-2">
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<div class="flex w-full mt-1">
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<div class="flex-1 mr-2">
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<input
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class="w-full rounded-lg py-2 px-4 text-sm bg-gray-50 dark:text-gray-300 dark:bg-gray-850 outline-none"
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@ -568,10 +569,126 @@
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<hr class=" dark:border-gray-850" />
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<div class="">
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<div class="text-sm font-medium">{$i18n.t('Files')}</div>
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<div class=" ">
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<div class=" text-sm font-medium mb-1">{$i18n.t('Query Params')}</div>
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<div class=" my-2 flex gap-1.5">
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<div class=" flex gap-1.5">
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<div class="flex flex-col w-full gap-1">
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<div class=" text-xs font-medium w-full">{$i18n.t('Top K')}</div>
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<div class="w-full">
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<input
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class=" w-full rounded-lg py-1.5 px-4 text-sm bg-gray-50 dark:text-gray-300 dark:bg-gray-850 outline-none"
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type="number"
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placeholder={$i18n.t('Enter Top K')}
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bind:value={querySettings.k}
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autocomplete="off"
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min="0"
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/>
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</div>
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</div>
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{#if querySettings.hybrid === true}
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<div class=" flex flex-col w-full gap-1">
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<div class="text-xs font-medium w-full">
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{$i18n.t('Minimum Score')}
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</div>
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<div class="w-full">
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<input
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class=" w-full rounded-lg py-1.5 px-4 text-sm bg-gray-50 dark:text-gray-300 dark:bg-gray-850 outline-none"
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type="number"
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step="0.01"
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placeholder={$i18n.t('Enter Score')}
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bind:value={querySettings.r}
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autocomplete="off"
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min="0.0"
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title={$i18n.t('The score should be a value between 0.0 (0%) and 1.0 (100%).')}
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/>
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</div>
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</div>
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{/if}
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</div>
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{#if querySettings.hybrid === true}
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<div class="mt-2 text-xs text-gray-400 dark:text-gray-500">
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{$i18n.t(
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'Note: If you set a minimum score, the search will only return documents with a score greater than or equal to the minimum score.'
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)}
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</div>
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{/if}
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<div class="mt-2">
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<div class=" mb-1 text-xs font-medium">{$i18n.t('RAG Template')}</div>
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<Tooltip
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content={$i18n.t('Leave empty to use the default prompt, or enter a custom prompt')}
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placement="top-start"
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>
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<textarea
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bind:value={querySettings.template}
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placeholder={$i18n.t('Leave empty to use the default prompt, or enter a custom prompt')}
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class="w-full rounded-lg px-4 py-3 text-sm bg-gray-50 dark:text-gray-300 dark:bg-gray-850 outline-none resize-none"
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rows="4"
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/>
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</Tooltip>
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</div>
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</div>
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<hr class=" dark:border-gray-850" />
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<div class=" ">
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<div class="mb-1 text-sm font-medium">{$i18n.t('Chunk Params')}</div>
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<div class=" flex gap-1.5">
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<div class=" w-full justify-between">
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<div class="self-center text-xs font-medium min-w-fit mb-1">{$i18n.t('Chunk Size')}</div>
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<div class="self-center">
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<input
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class=" w-full rounded-lg py-1.5 px-4 text-sm bg-gray-50 dark:text-gray-300 dark:bg-gray-850 outline-none"
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type="number"
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placeholder={$i18n.t('Enter Chunk Size')}
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bind:value={chunkSize}
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autocomplete="off"
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min="0"
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/>
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</div>
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</div>
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<div class="w-full">
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<div class=" self-center text-xs font-medium min-w-fit mb-1">
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{$i18n.t('Chunk Overlap')}
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</div>
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<div class="self-center">
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<input
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class="w-full rounded-lg py-1.5 px-4 text-sm bg-gray-50 dark:text-gray-300 dark:bg-gray-850 outline-none"
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type="number"
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placeholder={$i18n.t('Enter Chunk Overlap')}
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bind:value={chunkOverlap}
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autocomplete="off"
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min="0"
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/>
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</div>
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</div>
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</div>
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<div class="my-2">
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<div class="flex justify-between items-center text-xs">
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<div class=" text-xs font-medium">{$i18n.t('PDF Extract Images (OCR)')}</div>
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<div>
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<Switch bind:state={pdfExtractImages} />
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</div>
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</div>
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</div>
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</div>
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<hr class=" dark:border-gray-850" />
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<div class="">
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<div class="text-sm font-medium mb-1">{$i18n.t('Files')}</div>
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<div class=" flex gap-1.5">
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<div class="w-full">
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<div class=" self-center text-xs font-medium min-w-fit mb-1">
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{$i18n.t('Max Upload Size')}
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@ -623,128 +740,6 @@
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<hr class=" dark:border-gray-850" />
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<div class=" ">
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<div class=" text-sm font-medium">{$i18n.t('Query Params')}</div>
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<div class=" flex gap-1">
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<div class=" flex w-full justify-between">
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<div class="self-center text-xs font-medium min-w-fit">{$i18n.t('Top K')}</div>
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<div class="self-center p-3">
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<input
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class=" w-full rounded-lg py-1.5 px-4 text-sm bg-gray-50 dark:text-gray-300 dark:bg-gray-850 outline-none"
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type="number"
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placeholder={$i18n.t('Enter Top K')}
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bind:value={querySettings.k}
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autocomplete="off"
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min="0"
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/>
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</div>
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</div>
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{#if querySettings.hybrid === true}
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<div class=" flex w-full justify-between">
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<div class=" self-center text-xs font-medium min-w-fit">
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{$i18n.t('Minimum Score')}
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</div>
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<div class="self-center p-3">
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<input
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class=" w-full rounded-lg py-1.5 px-4 text-sm bg-gray-50 dark:text-gray-300 dark:bg-gray-850 outline-none"
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type="number"
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step="0.01"
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placeholder={$i18n.t('Enter Score')}
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bind:value={querySettings.r}
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autocomplete="off"
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min="0.0"
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title={$i18n.t('The score should be a value between 0.0 (0%) and 1.0 (100%).')}
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/>
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</div>
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</div>
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{/if}
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</div>
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{#if querySettings.hybrid === true}
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<div class="mt-2 mb-1 text-xs text-gray-400 dark:text-gray-500">
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{$i18n.t(
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'Note: If you set a minimum score, the search will only return documents with a score greater than or equal to the minimum score.'
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)}
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</div>
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<hr class=" dark:border-gray-850 my-3" />
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{/if}
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<div>
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<div class=" mb-2.5 text-sm font-medium">{$i18n.t('RAG Template')}</div>
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<Tooltip
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content={$i18n.t('Leave empty to use the default prompt, or enter a custom prompt')}
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placement="top-start"
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>
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<textarea
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bind:value={querySettings.template}
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placeholder={$i18n.t('Leave empty to use the default prompt, or enter a custom prompt')}
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class="w-full rounded-lg px-4 py-3 text-sm bg-gray-50 dark:text-gray-300 dark:bg-gray-850 outline-none resize-none"
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rows="4"
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/>
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</Tooltip>
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</div>
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</div>
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<hr class=" dark:border-gray-850" />
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<div class=" ">
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<div class=" text-sm font-medium">{$i18n.t('Chunk Params')}</div>
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<div class=" my-2 flex gap-1.5">
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<div class=" w-full justify-between">
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<div class="self-center text-xs font-medium min-w-fit mb-1">{$i18n.t('Chunk Size')}</div>
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<div class="self-center">
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<input
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class=" w-full rounded-lg py-1.5 px-4 text-sm bg-gray-50 dark:text-gray-300 dark:bg-gray-850 outline-none"
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type="number"
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placeholder={$i18n.t('Enter Chunk Size')}
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bind:value={chunkSize}
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autocomplete="off"
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min="0"
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/>
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</div>
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</div>
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<div class="w-full">
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<div class=" self-center text-xs font-medium min-w-fit mb-1">
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{$i18n.t('Chunk Overlap')}
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</div>
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<div class="self-center">
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<input
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class="w-full rounded-lg py-1.5 px-4 text-sm bg-gray-50 dark:text-gray-300 dark:bg-gray-850 outline-none"
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type="number"
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placeholder={$i18n.t('Enter Chunk Overlap')}
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bind:value={chunkOverlap}
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autocomplete="off"
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min="0"
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/>
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</div>
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</div>
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</div>
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<div class="my-3">
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<div class="flex justify-between items-center text-xs">
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<div class=" text-xs font-medium">{$i18n.t('PDF Extract Images (OCR)')}</div>
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<button
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class=" text-xs font-medium text-gray-500"
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type="button"
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on:click={() => {
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pdfExtractImages = !pdfExtractImages;
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}}>{pdfExtractImages ? $i18n.t('On') : $i18n.t('Off')}</button
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>
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</div>
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</div>
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</div>
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<hr class=" dark:border-gray-850" />
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<div>
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<button
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class=" flex rounded-xl py-2 px-3.5 w-full hover:bg-gray-200 dark:hover:bg-gray-800 transition"
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@ -794,7 +789,9 @@
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/>
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</svg>
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</div>
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<div class=" self-center text-sm font-medium">{$i18n.t('Reset Vector Storage')}</div>
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<div class=" self-center text-sm font-medium">
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{$i18n.t('Reset Vector Storage/Knowledge')}
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</div>
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</button>
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</div>
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</div>
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