Merge pull request #5711 from open-webui/dev

0.3.30

CHANGELOG.md

@@ -5,6 +5,51 @@ All notable changes to this project will be documented in this file.
 The format is based on [Keep a Changelog](https://keepachangelog.com/en/1.1.0/),
 and this project adheres to [Semantic Versioning](https://semver.org/spec/v2.0.0.html).
 
+## [0.3.30] - 2024-09-26
+
+### Fixed
+
+- **🍞 Update Available Toast Dismissal**: Enhanced user experience by ensuring that once the update available notification is dismissed, it won't reappear for 24 hours.
+- **📋 Ollama /embed Form Data**: Adjusted the integration inaccuracies in the /embed form data to ensure it perfectly matches with Ollama's specifications.
+- **🔧 O1 Max Completion Tokens Issue**: Resolved compatibility issues with OpenAI's o1 models max_completion_tokens param to ensure smooth operation.
+- **🔄 Pip Install Database Issue**: Fixed a critical issue where database changes during pip installations were reverting and not saving chat logs, now ensuring data persistence and reliability in chat operations.
+- **🏷️ Chat Rename Tab Update**: Fixed the functionality to change the web browser's tab title simultaneously when a chat is renamed, keeping tab titles consistent.
+
+## [0.3.29] - 2023-09-25
+
+### Fixed
+
+- **🔧 KaTeX Rendering Improvement**: Resolved specific corner cases in KaTeX rendering to enhance the display of complex mathematical notation.
+- **📞 'Call' URL Parameter Fix**: Corrected functionality for 'call' URL search parameter ensuring reliable activation of voice calls through URL triggers.
+- **🔄 Configuration Reset Fix**: Fixed the RESET_CONFIG_ON_START to ensure settings revert to default correctly upon each startup, improving reliability in configuration management.
+- **🌍 Filter Outlet Hook Fix**: Addressed issues in the filter outlet hook, ensuring all filter functions operate as intended.
+
+## [0.3.28] - 2024-09-24
+
+### Fixed
+
+- **🔍 Web Search Functionality**: Corrected an issue where the web search option was not functioning properly.
+
+## [0.3.27] - 2024-09-24
+
+### Fixed
+
+- **🔄 Periodic Cleanup Error Resolved**: Fixed a critical RuntimeError related to the 'periodic_usage_pool_cleanup' coroutine, ensuring smooth and efficient performance post-pip install, correcting a persisting issue from version 0.3.26.
+- **📊 Enhanced LaTeX Rendering**: Improved rendering for LaTeX content, enhancing clarity and visual presentation in documents and mathematical models.
+
+## [0.3.26] - 2024-09-24
+
+### Fixed
+
+- **🔄 Event Loop Error Resolution**: Addressed a critical error where a missing running event loop caused 'periodic_usage_pool_cleanup' to fail with pip installs. This fix ensures smoother and more reliable updates and installations, enhancing overall system stability.
+
+## [0.3.25] - 2024-09-24
+
+### Fixed
+
+- **🖼️ Image Generation Functionality**: Resolved an issue where image generation was not functioning, restoring full capability for visual content creation.
+- **⚖️ Rate Response Corrections**: Addressed a problem where rate responses were not working, ensuring reliable feedback mechanisms are operational.
+
 ## [0.3.24] - 2024-09-24
 
 ### Added

README.md

@@ -59,11 +59,31 @@ Don't forget to explore our sibling project, [Open WebUI Community](https://open
 
 ## How to Install 🚀
 
-> [!NOTE]  
+### Installation via Python pip 🐍
-> Please note that for certain Docker environments, additional configurations might be needed. If you encounter any connection issues, our detailed guide on [Open WebUI Documentation](https://docs.openwebui.com/) is ready to assist you.
+
+Open WebUI can be installed using pip, the Python package installer. Before proceeding, ensure you're using **Python 3.11** to avoid compatibility issues.
+
+1. **Install Open WebUI**:
+   Open your terminal and run the following command to install Open WebUI:
+
+   ```bash
+   pip install open-webui
+   ```
+
+2. **Running Open WebUI**:
+   After installation, you can start Open WebUI by executing:
+
+   ```bash
+   open-webui serve
+   ```
+
+This will start the Open WebUI server, which you can access at [http://localhost:8080](http://localhost:8080)
 
 ### Quick Start with Docker 🐳
 
+> [!NOTE]  
+> Please note that for certain Docker environments, additional configurations might be needed. If you encounter any connection issues, our detailed guide on [Open WebUI Documentation](https://docs.openwebui.com/) is ready to assist you.
+
 > [!WARNING]
 > When using Docker to install Open WebUI, make sure to include the `-v open-webui:/app/backend/data` in your Docker command. This step is crucial as it ensures your database is properly mounted and prevents any loss of data.
 

backend/open_webui/__init__.py

@@ -52,6 +52,7 @@ def serve(
             )
             os.environ["USE_CUDA_DOCKER"] = "false"
             os.environ["LD_LIBRARY_PATH"] = ":".join(LD_LIBRARY_PATH)
+
     import open_webui.main  # we need set environment variables before importing main
 
     uvicorn.run(open_webui.main.app, host=host, port=port, forwarded_allow_ips="*")

backend/open_webui/apps/ollama/main.py

@@ -543,10 +543,18 @@ class GenerateEmbeddingsForm(BaseModel):
     keep_alive: Optional[Union[int, str]] = None
 
 
+class GenerateEmbedForm(BaseModel):
+    model: str
+    input: str
+    truncate: Optional[bool]
+    options: Optional[dict] = None
+    keep_alive: Optional[Union[int, str]] = None
+
+
 @app.post("/api/embed")
 @app.post("/api/embed/{url_idx}")
 async def generate_embeddings(
-    form_data: GenerateEmbeddingsForm,
+    form_data: GenerateEmbedForm,
     url_idx: Optional[int] = None,
     user=Depends(get_verified_user),
 ):

backend/open_webui/apps/openai/main.py

@@ -415,6 +415,9 @@ async def generate_chat_completion(
             payload["max_tokens"] = payload["max_completion_tokens"]
             del payload["max_completion_tokens"]
     else:
+        if payload["model"].lower().startswith("o1-") and "max_tokens" in payload:
+            payload["max_completion_tokens"] = payload["max_tokens"]
+            del payload["max_tokens"]
         if "max_tokens" in payload and "max_completion_tokens" in payload:
             del payload["max_tokens"]
 

backend/open_webui/apps/socket/main.py

@@ -48,8 +48,6 @@ else:
     )
 
 
-app = socketio.ASGIApp(sio, socketio_path="/ws/socket.io")
-
 # Dictionary to maintain the user pool
 
 if WEBSOCKET_MANAGER == "redis":
@@ -92,8 +90,10 @@ async def periodic_usage_pool_cleanup():
         await asyncio.sleep(TIMEOUT_DURATION)
 
 
-# Start the cleanup task when your app starts
+app = socketio.ASGIApp(
-asyncio.create_task(periodic_usage_pool_cleanup())
+    sio,
+    socketio_path="/ws/socket.io",
+)
 
 
 def get_models_in_use():

backend/open_webui/config.py

@@ -87,6 +87,12 @@ def save_to_db(data):
         db.commit()
 
 
+def reset_config():
+    with get_db() as db:
+        db.query(Config).delete()
+        db.commit()
+
+
 # When initializing, check if config.json exists and migrate it to the database
 if os.path.exists(f"{DATA_DIR}/config.json"):
     data = load_json_config()

backend/open_webui/env.py

@@ -221,6 +221,12 @@ if FROM_INIT_PY:
             else:
                 shutil.copy2(item, dest)
 
+        # Zip the data directory
+        shutil.make_archive(DATA_DIR.parent / "open_webui_data", "zip", DATA_DIR)
+
+        # Remove the old data directory
+        shutil.rmtree(DATA_DIR)
+
     DATA_DIR = Path(os.getenv("DATA_DIR", OPEN_WEBUI_DIR / "data"))
 
 
@@ -234,18 +240,6 @@ if FROM_INIT_PY:
     ).resolve()
 
 
-RESET_CONFIG_ON_START = (
-    os.environ.get("RESET_CONFIG_ON_START", "False").lower() == "true"
-)
-
-if RESET_CONFIG_ON_START:
-    try:
-        os.remove(f"{DATA_DIR}/config.json")
-        with open(f"{DATA_DIR}/config.json", "w") as f:
-            f.write("{}")
-    except Exception:
-        pass
-
 ####################################
 # Database
 ####################################
@@ -265,6 +259,10 @@ if "postgres://" in DATABASE_URL:
     DATABASE_URL = DATABASE_URL.replace("postgres://", "postgresql://")
 
 
+RESET_CONFIG_ON_START = (
+    os.environ.get("RESET_CONFIG_ON_START", "False").lower() == "true"
+)
+
 ####################################
 # WEBUI_AUTH (Required for security)
 ####################################

backend/open_webui/main.py

@@ -8,6 +8,8 @@ import shutil
 import sys
 import time
 import uuid
+import asyncio
+
 from contextlib import asynccontextmanager
 from typing import Optional
 
@@ -31,7 +33,7 @@ from open_webui.apps.openai.main import (
 from open_webui.apps.openai.main import get_all_models as get_openai_models
 from open_webui.apps.rag.main import app as rag_app
 from open_webui.apps.rag.utils import get_rag_context, rag_template
-from open_webui.apps.socket.main import app as socket_app
+from open_webui.apps.socket.main import app as socket_app, periodic_usage_pool_cleanup
 from open_webui.apps.socket.main import get_event_call, get_event_emitter
 from open_webui.apps.webui.internal.db import Session
 from open_webui.apps.webui.main import app as webui_app
@@ -77,6 +79,7 @@ from open_webui.config import (
     WEBUI_NAME,
     AppConfig,
     run_migrations,
+    reset_config,
 )
 from open_webui.constants import ERROR_MESSAGES, TASKS, WEBHOOK_MESSAGES
 from open_webui.env import (
@@ -90,6 +93,7 @@ from open_webui.env import (
     WEBUI_SESSION_COOKIE_SAME_SITE,
     WEBUI_SESSION_COOKIE_SECURE,
     WEBUI_URL,
+    RESET_CONFIG_ON_START,
 )
 from fastapi import (
     Depends,
@@ -184,6 +188,11 @@ https://github.com/open-webui/open-webui
 @asynccontextmanager
 async def lifespan(app: FastAPI):
     run_migrations()
+
+    if RESET_CONFIG_ON_START:
+        reset_config()
+
+    asyncio.create_task(periodic_usage_pool_cleanup())
     yield
 
 
@@ -851,7 +860,6 @@ async def inspect_websocket(request: Request, call_next):
 
 
 app.mount("/ws", socket_app)
-
 app.mount("/ollama", ollama_app)
 app.mount("/openai", openai_app)
 

package-lock.json

@@ -1,12 +1,12 @@
 {
 	"name": "open-webui",
-	"version": "0.3.24",
+	"version": "0.3.30",
 	"lockfileVersion": 3,
 	"requires": true,
 	"packages": {
 		"": {
 			"name": "open-webui",
-			"version": "0.3.24",
+			"version": "0.3.30",
 			"dependencies": {
 				"@codemirror/lang-javascript": "^6.2.2",
 				"@codemirror/lang-python": "^6.1.6",

package.json

@@ -1,6 +1,6 @@
 {
 	"name": "open-webui",
-	"version": "0.3.24",
+	"version": "0.3.30",
 	"private": true,
 	"scripts": {
 		"dev": "npm run pyodide:fetch && vite dev --host",

src/lib/components/chat/Chat.svelte

@@ -31,7 +31,8 @@
 		currentChatPage,
 		temporaryChatEnabled,
 		mobile,
-		showOverview
+		showOverview,
+		chatTitle
 	} from '$lib/stores';
 	import {
 		convertMessagesToHistory,
@@ -102,7 +103,6 @@
 	let chat = null;
 	let tags = [];
 
-	let title = '';
 	let history = {
 		messages: {},
 		currentId: null
@@ -296,6 +296,8 @@
 
 		const chatInput = document.getElementById('chat-textarea');
 		chatInput?.focus();
+
+		chats.subscribe(() => {});
 	});
 
 	onDestroy(() => {
@@ -313,10 +315,11 @@
 			window.history.replaceState(history.state, '', `/`);
 		}
 
-		await chatId.set('');
 		autoScroll = true;
 
-		title = '';
+		await chatId.set('');
+		await chatTitle.set('');
+
 		history = {
 			messages: {},
 			currentId: null
@@ -357,6 +360,7 @@
 
 		if ($page.url.searchParams.get('call') === 'true') {
 			showCallOverlay.set(true);
+			showControls.set(true);
 		}
 
 		selectedModels = selectedModels.map((modelId) =>
@@ -397,7 +401,8 @@
 					(chatContent?.history ?? undefined) !== undefined
 						? chatContent.history
 						: convertMessagesToHistory(chatContent.messages);
-				title = chatContent.title;
+
+				chatTitle.set(chatContent.title);
 
 				const userSettings = await getUserSettings(localStorage.token);
 
@@ -482,11 +487,12 @@
 			}
 		}
 
+		await tick();
+
 		if ($chatId == chatId) {
 			if (!$temporaryChatEnabled) {
 				chat = await updateChatById(localStorage.token, chatId, {
 					models: selectedModels,
-					messages: messages,
 					history: history,
 					params: params,
 					files: chatFiles
@@ -1133,13 +1139,6 @@
 					}
 				}
 			}
-
-			await chatCompletedHandler(
-				_chatId,
-				model.id,
-				responseMessageId,
-				createMessagesList(responseMessageId)
-			);
 		} else {
 			if (res !== null) {
 				const error = await res.json();
@@ -1168,11 +1167,18 @@
 					(status) => status.action !== 'knowledge_search'
 				);
 			}
-
-			history.messages[responseMessageId] = responseMessage;
 		}
 		await saveChatHandler(_chatId);
 
+		history.messages[responseMessageId] = responseMessage;
+
+		await chatCompletedHandler(
+			_chatId,
+			model.id,
+			responseMessageId,
+			createMessagesList(responseMessageId)
+		);
+
 		stopResponseFlag = false;
 		await tick();
 
@@ -1205,8 +1211,8 @@
 		const messages = createMessagesList(responseMessageId);
 		if (messages.length == 2 && messages.at(-1).content !== '' && selectedModels[0] === model.id) {
 			window.history.replaceState(history.state, '', `/c/${_chatId}`);
-			const _title = await generateChatTitle(userPrompt);
+			const title = await generateChatTitle(userPrompt);
-			await setChatTitle(_chatId, _title);
+			await setChatTitle(_chatId, title);
 		}
 
 		return _response;
@@ -1429,13 +1435,6 @@
 					}
 				}
 
-				await chatCompletedHandler(
-					_chatId,
-					model.id,
-					responseMessageId,
-					createMessagesList(responseMessageId)
-				);
-
 				if ($settings.notificationEnabled && !document.hasFocus()) {
 					const notification = new Notification(`${model.id}`, {
 						body: responseMessage.content,
@@ -1463,6 +1462,13 @@
 
 		history.messages[responseMessageId] = responseMessage;
 
+		await chatCompletedHandler(
+			_chatId,
+			model.id,
+			responseMessageId,
+			createMessagesList(responseMessageId)
+		);
+
 		stopResponseFlag = false;
 		await tick();
 
@@ -1495,8 +1501,8 @@
 		const messages = createMessagesList(responseMessageId);
 		if (messages.length == 2 && selectedModels[0] === model.id) {
 			window.history.replaceState(history.state, '', `/c/${_chatId}`);
-			const _title = await generateChatTitle(userPrompt);
+			const title = await generateChatTitle(userPrompt);
-			await setChatTitle(_chatId, _title);
+			await setChatTitle(_chatId, title);
 		}
 
 		return _response;
@@ -1670,22 +1676,27 @@
 		}
 	};
 
-	const setChatTitle = async (_chatId, _title) => {
+	const setChatTitle = async (_chatId, title) => {
 		if (_chatId === $chatId) {
-			title = _title;
+			chatTitle.set(title);
 		}
 
 		if (!$temporaryChatEnabled) {
-			chat = await updateChatById(localStorage.token, _chatId, { title: _title });
+			chat = await updateChatById(localStorage.token, _chatId, { title: title });
 
 			currentChatPage.set(1);
 			await chats.set(await getChatList(localStorage.token, $currentChatPage));
 		}
 	};
 
-	const getWebSearchResults = async (model: string, parentId: string, responseId: string) => {
+	const getWebSearchResults = async (
-		const responseMessage = history.messages[responseId];
+		model: string,
+		parentId: string,
+		responseMessageId: string
+	) => {
+		const responseMessage = history.messages[responseMessageId];
 		const userMessage = history.messages[parentId];
+		const messages = createMessagesList(history.currentId);
 
 		responseMessage.statusHistory = [
 			{
@@ -1810,8 +1821,8 @@
 
 <svelte:head>
 	<title>
-		{title
+		{$chatTitle
-			? `${title.length > 30 ? `${title.slice(0, 30)}...` : title} | ${$WEBUI_NAME}`
+			? `${$chatTitle.length > 30 ? `${$chatTitle.slice(0, 30)}...` : $chatTitle} | ${$WEBUI_NAME}`
 			: `${$WEBUI_NAME}`}
 	</title>
 </svelte:head>
@@ -1856,7 +1867,13 @@
 			/>
 		{/if}
 
-		<Navbar {chat} {title} bind:selectedModels shareEnabled={!!history.currentId} {initNewChat} />
+		<Navbar
+			{chat}
+			title={$chatTitle}
+			bind:selectedModels
+			shareEnabled={!!history.currentId}
+			{initNewChat}
+		/>
 
 		<PaneGroup direction="horizontal" class="w-full h-full">
 			<Pane defaultSize={50} class="h-full flex w-full relative">

src/lib/components/chat/Messages/RateComment.svelte

@@ -7,9 +7,8 @@
 
 	const dispatch = createEventDispatcher();
 
-	export let messageId = null;
-	export let show = false;
 	export let message;
+	export let show = false;
 
 	let LIKE_REASONS = [];
 	let DISLIKE_REASONS = [];
@@ -54,8 +53,10 @@
 	const submitHandler = () => {
 		console.log('submitHandler');
 
-		message.annotation.reason = selectedReason;
+		if (!selectedReason) {
-		message.annotation.comment = comment;
+			toast.error($i18n.t('Please select a reason'));
+			return;
+		}
 
 		dispatch('submit', {
 			reason: selectedReason,
@@ -69,7 +70,7 @@
 
 <div
 	class=" my-2.5 rounded-xl px-4 py-3 border dark:border-gray-850"
-	id="message-feedback-{messageId}"
+	id="message-feedback-{message.id}"
 >
 	<div class="flex justify-between items-center">
 		<div class=" text-sm">{$i18n.t('Tell us more:')}</div>

src/lib/components/chat/Messages/ResponseMessage.svelte

@@ -304,12 +304,12 @@
 		console.log(res);
 
 		if (res) {
-			message.files = res.map((image) => ({
+			const files = res.map((image) => ({
 				type: 'image',
 				url: `${image.url}`
 			}));
 
-			dispatch('save', message);
+			dispatch('save', { ...message, files: files });
 		}
 
 		generatingImage = false;
@@ -1035,11 +1035,17 @@
 
 					{#if message.done && showRateComment}
 						<RateComment
-							messageId={message.id}
-							bind:show={showRateComment}
 							bind:message
+							bind:show={showRateComment}
 							on:submit={(e) => {
-								dispatch('update');
+								dispatch('save', {
+									...message,
+									annotation: {
+										...message.annotation,
+										comment: e.detail.comment,
+										reason: e.detail.reason
+									}
+								});
 								(model?.actions ?? [])
 									.filter((action) => action?.__webui__ ?? false)
 									.forEach((action) => {

src/lib/components/layout/Sidebar/ChatItem.svelte

@@ -14,7 +14,15 @@
 		getChatListByTagName,
 		updateChatById
 	} from '$lib/apis/chats';
-	import { chatId, chats, mobile, pinnedChats, showSidebar, currentChatPage } from '$lib/stores';
+	import {
+		chatId,
+		chatTitle as _chatTitle,
+		chats,
+		mobile,
+		pinnedChats,
+		showSidebar,
+		currentChatPage
+	} from '$lib/stores';
 
 	import ChatMenu from './ChatMenu.svelte';
 	import ShareChatModal from '$lib/components/chat/ShareChatModal.svelte';
@@ -33,14 +41,18 @@
 
 	let chatTitle = chat.title;
 
-	const editChatTitle = async (id, _title) => {
+	const editChatTitle = async (id, title) => {
-		if (_title === '') {
+		if (title === '') {
 			toast.error($i18n.t('Title cannot be an empty string.'));
 		} else {
 			await updateChatById(localStorage.token, id, {
-				title: _title
+				title: title
 			});
 
+			if (id === $chatId) {
+				_chatTitle.set(title);
+			}
+
 			currentChatPage.set(1);
 			await chats.set(await getChatList(localStorage.token, $currentChatPage));
 			await pinnedChats.set(await getChatListByTagName(localStorage.token, 'pinned'));

src/lib/components/layout/UpdateInfoToast.svelte

@@ -14,7 +14,7 @@
 </script>
 
 <div
-	class="flex items-start bg-[--info-bg] border border-[--info-border] text-[--info-text] rounded-lg px-3.5 py-3 text-xs"
+	class="flex items-start bg-[#F1F8FE] dark:bg-[#020C1D] border border-[3371D5] dark:border-[#03113B] text-[#3371D5] dark:text-[#6795EC] rounded-lg px-3.5 py-3 text-xs max-w-80 pr-2 w-full shadow-lg"
 >
 	<div class="flex-1 font-medium">
 		{$i18n.t(`A new version (v{{LATEST_VERSION}}) is now available.`, {
@@ -35,6 +35,7 @@
 			class=" hover:text-blue-900 dark:hover:text-blue-300 transition"
 			on:click={() => {
 				console.log('closeToast');
+				localStorage.setItem('dismissedUpdateToast', Date.now().toString());
 				dispatch('closeToast');
 			}}
 		>

src/lib/i18n/locales/ar-BH/translation.json

@@ -497,6 +497,7 @@
 	"Plain text (.txt)": "نص عادي (.txt)",
 	"Playground": "مكان التجربة",
 	"Please carefully review the following warnings:": "",
+	"Please select a reason": "",
 	"Positive attitude": "موقف ايجابي",
 	"Previous 30 days": "أخر 30 يوم",
 	"Previous 7 days": "أخر 7 أيام",

src/lib/i18n/locales/bg-BG/translation.json

@@ -497,6 +497,7 @@
 	"Plain text (.txt)": "Plain text (.txt)",
 	"Playground": "Плейграунд",
 	"Please carefully review the following warnings:": "",
+	"Please select a reason": "",
 	"Positive attitude": "Позитивна ативност",
 	"Previous 30 days": "Предыдущите 30 дни",
 	"Previous 7 days": "Предыдущите 7 дни",

src/lib/i18n/locales/bn-BD/translation.json

@@ -497,6 +497,7 @@
 	"Plain text (.txt)": "প্লায়েন টেক্সট (.txt)",
 	"Playground": "খেলাঘর",
 	"Please carefully review the following warnings:": "",
+	"Please select a reason": "",
 	"Positive attitude": "পজিটিভ আক্রমণ",
 	"Previous 30 days": "পূর্ব ৩০ দিন",
 	"Previous 7 days": "পূর্ব ৭ দিন",

src/lib/i18n/locales/ca-ES/translation.json

@@ -497,6 +497,7 @@
 	"Plain text (.txt)": "Text pla (.txt)",
 	"Playground": "Zona de jocs",
 	"Please carefully review the following warnings:": "Si us plau, revisa els següents avisos amb cura:",
+	"Please select a reason": "",
 	"Positive attitude": "Actitud positiva",
 	"Previous 30 days": "30 dies anteriors",
 	"Previous 7 days": "7 dies anteriors",

src/lib/i18n/locales/ceb-PH/translation.json

@@ -497,6 +497,7 @@
 	"Plain text (.txt)": "",
 	"Playground": "Dulaanan",
 	"Please carefully review the following warnings:": "",
+	"Please select a reason": "",
 	"Positive attitude": "",
 	"Previous 30 days": "",
 	"Previous 7 days": "",

src/lib/i18n/locales/de-DE/translation.json

@@ -497,6 +497,7 @@
 	"Plain text (.txt)": "Nur Text (.txt)",
 	"Playground": "Testumgebung",
 	"Please carefully review the following warnings:": "",
+	"Please select a reason": "",
 	"Positive attitude": "Positive Einstellung",
 	"Previous 30 days": "Vorherige 30 Tage",
 	"Previous 7 days": "Vorherige 7 Tage",

src/lib/i18n/locales/dg-DG/translation.json

@@ -497,6 +497,7 @@
 	"Plain text (.txt)": "Plain text (.txt)",
 	"Playground": "Playground",
 	"Please carefully review the following warnings:": "",
+	"Please select a reason": "",
 	"Positive attitude": "",
 	"Previous 30 days": "",
 	"Previous 7 days": "",

src/lib/i18n/locales/en-GB/translation.json

@@ -497,6 +497,7 @@
 	"Plain text (.txt)": "",
 	"Playground": "",
 	"Please carefully review the following warnings:": "",
+	"Please select a reason": "",
 	"Positive attitude": "",
 	"Previous 30 days": "",
 	"Previous 7 days": "",

src/lib/i18n/locales/en-US/translation.json

@@ -497,6 +497,7 @@
 	"Plain text (.txt)": "",
 	"Playground": "",
 	"Please carefully review the following warnings:": "",
+	"Please select a reason": "",
 	"Positive attitude": "",
 	"Previous 30 days": "",
 	"Previous 7 days": "",

src/lib/i18n/locales/es-ES/translation.json

@@ -497,6 +497,7 @@
 	"Plain text (.txt)": "Texto plano (.txt)",
 	"Playground": "Patio de juegos",
 	"Please carefully review the following warnings:": "",
+	"Please select a reason": "",
 	"Positive attitude": "Actitud positiva",
 	"Previous 30 days": "Últimos 30 días",
 	"Previous 7 days": "Últimos 7 días",

src/lib/i18n/locales/fa-IR/translation.json

@@ -497,6 +497,7 @@
 	"Plain text (.txt)": "متن ساده (.txt)",
 	"Playground": "زمین بازی",
 	"Please carefully review the following warnings:": "",
+	"Please select a reason": "",
 	"Positive attitude": "نظرات مثبت",
 	"Previous 30 days": "30 روز قبل",
 	"Previous 7 days": "7 روز قبل",

src/lib/i18n/locales/fi-FI/translation.json

@@ -497,6 +497,7 @@
 	"Plain text (.txt)": "Pelkkä teksti (.txt)",
 	"Playground": "Leikkipaikka",
 	"Please carefully review the following warnings:": "",
+	"Please select a reason": "",
 	"Positive attitude": "Positiivinen asenne",
 	"Previous 30 days": "Edelliset 30 päivää",
 	"Previous 7 days": "Edelliset 7 päivää",

src/lib/i18n/locales/fr-CA/translation.json

@@ -497,6 +497,7 @@
 	"Plain text (.txt)": "Texte simple (.txt)",
 	"Playground": "Aire de jeux",
 	"Please carefully review the following warnings:": "",
+	"Please select a reason": "",
 	"Positive attitude": "Attitude positive",
 	"Previous 30 days": "30 derniers jours",
 	"Previous 7 days": "7 derniers jours",

src/lib/i18n/locales/fr-FR/translation.json

@@ -497,6 +497,7 @@
 	"Plain text (.txt)": "Texte simple (.txt)",
 	"Playground": "Playground",
 	"Please carefully review the following warnings:": "Veuillez lire attentivement les avertissements suivants :",
+	"Please select a reason": "",
 	"Positive attitude": "Attitude positive",
 	"Previous 30 days": "30 derniers jours",
 	"Previous 7 days": "7 derniers jours",

src/lib/i18n/locales/he-IL/translation.json

@@ -497,6 +497,7 @@
 	"Plain text (.txt)": "טקסט פשוט (.txt)",
 	"Playground": "אזור משחקים",
 	"Please carefully review the following warnings:": "",
+	"Please select a reason": "",
 	"Positive attitude": "גישה חיובית",
 	"Previous 30 days": "30 הימים הקודמים",
 	"Previous 7 days": "7 הימים הקודמים",

src/lib/i18n/locales/hi-IN/translation.json

@@ -497,6 +497,7 @@
 	"Plain text (.txt)": "सादा पाठ (.txt)",
 	"Playground": "कार्यक्षेत्र",
 	"Please carefully review the following warnings:": "",
+	"Please select a reason": "",
 	"Positive attitude": "सकारात्मक रवैया",
 	"Previous 30 days": "पिछले 30 दिन",
 	"Previous 7 days": "पिछले 7 दिन",

src/lib/i18n/locales/hr-HR/translation.json

@@ -497,6 +497,7 @@
 	"Plain text (.txt)": "Običan tekst (.txt)",
 	"Playground": "Igralište",
 	"Please carefully review the following warnings:": "",
+	"Please select a reason": "",
 	"Positive attitude": "Pozitivan stav",
 	"Previous 30 days": "Prethodnih 30 dana",
 	"Previous 7 days": "Prethodnih 7 dana",

src/lib/i18n/locales/id-ID/translation.json

@@ -497,6 +497,7 @@
 	"Plain text (.txt)": "Teks biasa (.txt)",
 	"Playground": "Taman bermain",
 	"Please carefully review the following warnings:": "",
+	"Please select a reason": "",
 	"Positive attitude": "Sikap positif",
 	"Previous 30 days": "30 hari sebelumnya",
 	"Previous 7 days": "7 hari sebelumnya",

src/lib/i18n/locales/it-IT/translation.json

@@ -497,6 +497,7 @@
 	"Plain text (.txt)": "Testo normale (.txt)",
 	"Playground": "Terreno di gioco",
 	"Please carefully review the following warnings:": "",
+	"Please select a reason": "",
 	"Positive attitude": "Attitudine positiva",
 	"Previous 30 days": "Ultimi 30 giorni",
 	"Previous 7 days": "Ultimi 7 giorni",

src/lib/i18n/locales/ja-JP/translation.json

@@ -497,6 +497,7 @@
 	"Plain text (.txt)": "プレーンテキスト (.txt)",
 	"Playground": "プレイグラウンド",
 	"Please carefully review the following warnings:": "",
+	"Please select a reason": "",
 	"Positive attitude": "陽気な態度",
 	"Previous 30 days": "前の30日間",
 	"Previous 7 days": "前の7日間",

src/lib/i18n/locales/ka-GE/translation.json

@@ -497,6 +497,7 @@
 	"Plain text (.txt)": "ტექსტი (.txt)",
 	"Playground": "სათამაშო მოედანი",
 	"Please carefully review the following warnings:": "",
+	"Please select a reason": "",
 	"Positive attitude": "პოზიტიური ანგარიში",
 	"Previous 30 days": "უკან 30 დღე",
 	"Previous 7 days": "უკან 7 დღე",

src/lib/i18n/locales/ko-KR/translation.json

@@ -497,6 +497,7 @@
 	"Plain text (.txt)": "일반 텍스트(.txt)",
 	"Playground": "놀이터",
 	"Please carefully review the following warnings:": "",
+	"Please select a reason": "",
 	"Positive attitude": "긍정적인 자세",
 	"Previous 30 days": "이전 30일",
 	"Previous 7 days": "이전 7일",

src/lib/i18n/locales/lt-LT/translation.json

@@ -497,6 +497,7 @@
 	"Plain text (.txt)": "Grynas tekstas (.txt)",
 	"Playground": "Eksperimentavimo erdvė",
 	"Please carefully review the following warnings:": "Peržiūrėkite šiuos perspėjimus:",
+	"Please select a reason": "",
 	"Positive attitude": "Pozityvus elgesys",
 	"Previous 30 days": "Paskutinės 30 dienų",
 	"Previous 7 days": "Paskutinės 7 dienos",

src/lib/i18n/locales/ms-MY/translation.json

@@ -497,6 +497,7 @@
 	"Plain text (.txt)": "Teks biasa (.txt)",
 	"Playground": "Taman Permainan",
 	"Please carefully review the following warnings:": "Sila semak dengan teliti amaran berikut:",
+	"Please select a reason": "",
 	"Positive attitude": "Sikap positif",
 	"Previous 30 days": "30 hari sebelumnya",
 	"Previous 7 days": "7 hari sebelumnya",

src/lib/i18n/locales/nb-NO/translation.json

@@ -497,6 +497,7 @@
 	"Plain text (.txt)": "Ren tekst (.txt)",
 	"Playground": "Lekeplass",
 	"Please carefully review the following warnings:": "Vær vennlig å lese gjennom følgende advarsler grundig:",
+	"Please select a reason": "",
 	"Positive attitude": "Positiv holdning",
 	"Previous 30 days": "Forrige 30 dager",
 	"Previous 7 days": "Forrige 7 dager",

src/lib/i18n/locales/nl-NL/translation.json

@@ -497,6 +497,7 @@
 	"Plain text (.txt)": "Platte tekst (.txt)",
 	"Playground": "Speeltuin",
 	"Please carefully review the following warnings:": "",
+	"Please select a reason": "",
 	"Positive attitude": "Positieve positie",
 	"Previous 30 days": "Vorige 30 dagen",
 	"Previous 7 days": "Vorige 7 dagen",

src/lib/i18n/locales/pa-IN/translation.json

@@ -497,6 +497,7 @@
 	"Plain text (.txt)": "ਸਧਾਰਨ ਪਾਠ (.txt)",
 	"Playground": "ਖੇਡ ਦਾ ਮੈਦਾਨ",
 	"Please carefully review the following warnings:": "",
+	"Please select a reason": "",
 	"Positive attitude": "ਸਕਾਰਾਤਮਕ ਰਵੱਈਆ",
 	"Previous 30 days": "ਪਿਛਲੇ 30 ਦਿਨ",
 	"Previous 7 days": "ਪਿਛਲੇ 7 ਦਿਨ",

src/lib/i18n/locales/pl-PL/translation.json

@@ -497,6 +497,7 @@
 	"Plain text (.txt)": "Zwykły tekst (.txt)",
 	"Playground": "Plac zabaw",
 	"Please carefully review the following warnings:": "",
+	"Please select a reason": "",
 	"Positive attitude": "Pozytywne podejście",
 	"Previous 30 days": "Poprzednie 30 dni",
 	"Previous 7 days": "Poprzednie 7 dni",

src/lib/i18n/locales/pt-BR/translation.json

@@ -497,6 +497,7 @@
 	"Plain text (.txt)": "Texto simples (.txt)",
 	"Playground": "Playground",
 	"Please carefully review the following warnings:": "Por favor, revise cuidadosamente os seguintes avisos:",
+	"Please select a reason": "",
 	"Positive attitude": "Atitude positiva",
 	"Previous 30 days": "Últimos 30 dias",
 	"Previous 7 days": "Últimos 7 dias",

src/lib/i18n/locales/pt-PT/translation.json

@@ -497,6 +497,7 @@
 	"Plain text (.txt)": "Texto sem formatação (.txt)",
 	"Playground": "Recreio",
 	"Please carefully review the following warnings:": "",
+	"Please select a reason": "",
 	"Positive attitude": "Atitude Positiva",
 	"Previous 30 days": "Últimos 30 dias",
 	"Previous 7 days": "Últimos 7 dias",

src/lib/i18n/locales/ro-RO/translation.json

@@ -497,6 +497,7 @@
 	"Plain text (.txt)": "Text simplu (.txt)",
 	"Playground": "Teren de Joacă",
 	"Please carefully review the following warnings:": "Vă rugăm să revizuiți cu atenție următoarele avertismente:",
+	"Please select a reason": "",
 	"Positive attitude": "Atitudine pozitivă",
 	"Previous 30 days": "Ultimele 30 de zile",
 	"Previous 7 days": "Ultimele 7 zile",

src/lib/i18n/locales/ru-RU/translation.json

@@ -497,6 +497,7 @@
 	"Plain text (.txt)": "Текст в формате .txt",
 	"Playground": "Песочница",
 	"Please carefully review the following warnings:": "Пожалуйста, внимательно ознакомьтесь со следующими предупреждениями:",
+	"Please select a reason": "",
 	"Positive attitude": "Позитивный настрой",
 	"Previous 30 days": "Предыдущие 30 дней",
 	"Previous 7 days": "Предыдущие 7 дней",

src/lib/i18n/locales/sr-RS/translation.json

@@ -497,6 +497,7 @@
 	"Plain text (.txt)": "Обичан текст (.txt)",
 	"Playground": "Игралиште",
 	"Please carefully review the following warnings:": "",
+	"Please select a reason": "",
 	"Positive attitude": "Позитиван став",
 	"Previous 30 days": "Претходних 30 дана",
 	"Previous 7 days": "Претходних 7 дана",

src/lib/i18n/locales/sv-SE/translation.json

@@ -497,6 +497,7 @@
 	"Plain text (.txt)": "Text (.txt)",
 	"Playground": "Lekplats",
 	"Please carefully review the following warnings:": "",
+	"Please select a reason": "",
 	"Positive attitude": "Positivt inställning",
 	"Previous 30 days": "Föregående 30 dagar",
 	"Previous 7 days": "Föregående 7 dagar",

src/lib/i18n/locales/th-TH/translation.json

@@ -497,6 +497,7 @@
 	"Plain text (.txt)": "ไฟล์ข้อความ (.txt)",
 	"Playground": "สนามทดสอบ",
 	"Please carefully review the following warnings:": "โปรดตรวจสอบคำเตือนต่อไปนี้อย่างละเอียด:",
+	"Please select a reason": "",
 	"Positive attitude": "ทัศนคติด้านบวก",
 	"Previous 30 days": "30 วันที่ผ่านมา",
 	"Previous 7 days": "7 วันที่ผ่านมา",

src/lib/i18n/locales/tk-TW/translation.json

@@ -497,6 +497,7 @@
 	"Plain text (.txt)": "",
 	"Playground": "",
 	"Please carefully review the following warnings:": "",
+	"Please select a reason": "",
 	"Positive attitude": "",
 	"Previous 30 days": "",
 	"Previous 7 days": "",

src/lib/i18n/locales/tr-TR/translation.json

@@ -497,6 +497,7 @@
 	"Plain text (.txt)": "Düz metin (.txt)",
 	"Playground": "Oyun Alanı",
 	"Please carefully review the following warnings:": "Lütfen aşağıdaki uyarıları dikkatlice inceleyin:",
+	"Please select a reason": "",
 	"Positive attitude": "Olumlu yaklaşım",
 	"Previous 30 days": "Önceki 30 gün",
 	"Previous 7 days": "Önceki 7 gün",

src/lib/i18n/locales/uk-UA/translation.json

@@ -9,7 +9,7 @@
 	"{{user}}'s Chats": "Чати {{user}}а",
 	"{{webUIName}} Backend Required": "Необхідно підключення бекенду {{webUIName}}",
 	"*Prompt node ID(s) are required for image generation": "*Для генерації зображення потрібно вказати ідентифікатор(и) вузла(ів)",
-	"A new version (v{{LATEST_VERSION}}) is now available.": "",
+	"A new version (v{{LATEST_VERSION}}) is now available.": "Нова версія (в{{LATEST_VERSION}}) зараз доступна.",
 	"A task model is used when performing tasks such as generating titles for chats and web search queries": "Модель задач використовується при виконанні таких завдань, як генерація заголовків для чатів та пошукових запитів в Інтернеті",
 	"a user": "користувача",
 	"About": "Про програму",
@@ -74,10 +74,10 @@
 	"AUTOMATIC1111 Api Auth String": "AUTOMATIC1111 Рядок авторизації API",
 	"AUTOMATIC1111 Base URL": "URL-адреса AUTOMATIC1111",
 	"AUTOMATIC1111 Base URL is required.": "Необхідна URL-адреса AUTOMATIC1111.",
-	"Available list": "",
+	"Available list": "Список доступності",
 	"available!": "доступно!",
-	"Azure AI Speech": "",
+	"Azure AI Speech": "Мовлення Azure AI",
-	"Azure Region": "",
+	"Azure Region": "Регіон Azure",
 	"Back": "Назад",
 	"Bad Response": "Неправильна відповідь",
 	"Banners": "Прапори",
@@ -98,7 +98,7 @@
 	"Chat Bubble UI": "Чат у вигляді бульбашок",
 	"Chat Controls": "Керування чатом",
 	"Chat direction": "Напрям чату",
-	"Chat Overview": "",
+	"Chat Overview": "Огляд чату",
 	"Chats": "Чати",
 	"Check Again": "Перевірити ще раз",
 	"Check for updates": "Перевірити оновлення",
@@ -416,8 +416,8 @@
 	"Model {{modelId}} not found": "Модель {{modelId}} не знайдено",
 	"Model {{modelName}} is not vision capable": "Модель {{modelName}} не здатна бачити",
 	"Model {{name}} is now {{status}}": "Модель {{name}} тепер має {{status}}",
-	"Model {{name}} is now at the top": "",
+	"Model {{name}} is now at the top": "Модель {{name}} тепер на першому місці",
-	"Model accepts image inputs": "",
+	"Model accepts image inputs": "Модель приймає зображеня",
 	"Model created successfully!": "Модель створено успішно!",
 	"Model filesystem path detected. Model shortname is required for update, cannot continue.": "Виявлено шлях до файлової системи моделі. Для оновлення потрібно вказати коротке ім'я моделі, не вдасться продовжити.",
 	"Model ID": "ID моделі",
@@ -429,7 +429,7 @@
 	"Modelfile Content": "Вміст файлу моделі",
 	"Models": "Моделі",
 	"More": "Більше",
-	"Move to Top": "",
+	"Move to Top": "Перейти до початку",
 	"Name": "Ім'я",
 	"Name Tag": "Назва тегу",
 	"Name your model": "Назвіть свою модель",
@@ -466,7 +466,7 @@
 	"Oops! Looks like the URL is invalid. Please double-check and try again.": "Упс! Схоже, що URL-адреса невірна. Будь ласка, перевірте ще раз та спробуйте ще раз.",
 	"Oops! There was an error in the previous response. Please try again or contact admin.": "Упс! У попередній відповіді сталася помилка. Будь ласка, спробуйте ще раз або зверніться до адміністратора.",
 	"Oops! You're using an unsupported method (frontend only). Please serve the WebUI from the backend.": "Упс! Ви використовуєте непідтримуваний метод (тільки для фронтенду). Будь ласка, обслуговуйте WebUI з бекенду.",
-	"Open file": "",
+	"Open file": "Відкрити файл",
 	"Open new chat": "Відкрити новий чат",
 	"Open WebUI version (v{{OPEN_WEBUI_VERSION}}) is lower than required version (v{{REQUIRED_VERSION}})": "Open WebUI версія (v{{OPEN_WEBUI_VERSION}}) нижча за необхідну версію (v{{REQUIRED_VERSION}})",
 	"OpenAI": "OpenAI",
@@ -476,9 +476,9 @@
 	"OpenAI URL/Key required.": "Потрібен OpenAI URL/ключ.",
 	"or": "або",
 	"Other": "Інше",
-	"Output format": "",
+	"Output format": "Формат відповіді",
-	"Overview": "",
+	"Overview": "Огляд",
-	"page": "",
+	"page": "сторінка",
 	"Password": "Пароль",
 	"PDF document (.pdf)": "PDF документ (.pdf)",
 	"PDF Extract Images (OCR)": "Розпізнавання зображень з PDF (OCR)",
@@ -497,6 +497,7 @@
 	"Plain text (.txt)": "Простий текст (.txt)",
 	"Playground": "Майданчик",
 	"Please carefully review the following warnings:": "Будь ласка, уважно ознайомтеся з наступними попередженнями:",
+	"Please select a reason": "",
 	"Positive attitude": "Позитивне ставлення",
 	"Previous 30 days": "Попередні 30 днів",
 	"Previous 7 days": "Попередні 7 днів",
@@ -541,7 +542,7 @@
 	"Save": "Зберегти",
 	"Save & Create": "Зберегти та створити",
 	"Save & Update": "Зберегти та оновити",
-	"Save As Copy": "",
+	"Save As Copy": "Зберегти як копію",
 	"Save Tag": "Зберегти тег",
 	"Saving chat logs directly to your browser's storage is no longer supported. Please take a moment to download and delete your chat logs by clicking the button below. Don't worry, you can easily re-import your chat logs to the backend through": "Збереження журналів чату безпосередньо в сховище вашого браузера більше не підтримується. Будь ласка, завантажте та видаліть журнали чату, натиснувши кнопку нижче. Не хвилюйтеся, ви можете легко повторно імпортувати журнали чату до бекенду через",
 	"Scan": "Сканування",
@@ -586,7 +587,7 @@
 	"Send": "Надіслати",
 	"Send a Message": "Надіслати повідомлення",
 	"Send message": "Надіслати повідомлення",
-	"Sends `stream_options: { include_usage: true }` in the request.\nSupported providers will return token usage information in the response when set.": "",
+	"Sends `stream_options: { include_usage: true }` in the request.\nSupported providers will return token usage information in the response when set.": "Відправляє `stream_options: { include_usage: true }` у запиті.\nПідтримувані постачальники повернуть інформацію про використання токену у відповіді, якщо вона встановлена.",
 	"September": "Вересень",
 	"Serper API Key": "Ключ API Serper",
 	"Serply API Key": "Ключ API Serply",
@@ -620,11 +621,11 @@
 	"Sign up": "Зареєструватися",
 	"Signing in": "Увійдіть в систему",
 	"Source": "Джерело",
-	"Speech Playback Speed": "",
+	"Speech Playback Speed": "Швидкість відтворення мовлення",
 	"Speech recognition error: {{error}}": "Помилка розпізнавання мови: {{error}}",
 	"Speech-to-Text Engine": "Система розпізнавання мови",
 	"Stop Sequence": "Символ зупинки",
-	"Stream Chat Response": "",
+	"Stream Chat Response": "Відповідь стрім-чату",
 	"STT Model": "Модель STT ",
 	"STT Settings": "Налаштування STT",
 	"Submit": "Надіслати",
@@ -704,7 +705,7 @@
 	"Unpin": "Відчепити",
 	"Update": "Оновлення",
 	"Update and Copy Link": "Оновлення та копіювання посилання",
-	"Update for the latest features and improvements.": "",
+	"Update for the latest features and improvements.": "Оновіть програми для нових функцій та покращень.",
 	"Update password": "Оновити пароль",
 	"Updated at": "Оновлено на",
 	"Upload": "Завантажити",

src/lib/i18n/locales/vi-VN/translation.json

@@ -497,6 +497,7 @@
 	"Plain text (.txt)": "Văn bản thô (.txt)",
 	"Playground": "Thử nghiệm (Playground)",
 	"Please carefully review the following warnings:": "Vui lòng xem xét cẩn thận các cảnh báo sau:",
+	"Please select a reason": "",
 	"Positive attitude": "Thái độ tích cực",
 	"Previous 30 days": "30 ngày trước",
 	"Previous 7 days": "7 ngày trước",

src/lib/i18n/locales/zh-CN/translation.json

@@ -497,6 +497,7 @@
 	"Plain text (.txt)": "TXT 文档 (.txt)",
 	"Playground": "AI 对话游乐场",
 	"Please carefully review the following warnings:": "请仔细阅读以下警告信息：",
+	"Please select a reason": "",
 	"Positive attitude": "积极的态度",
 	"Previous 30 days": "过去 30 天",
 	"Previous 7 days": "过去 7 天",

src/lib/i18n/locales/zh-TW/translation.json

@@ -497,6 +497,7 @@
 	"Plain text (.txt)": "純文字 (.txt)",
 	"Playground": "遊樂場",
 	"Please carefully review the following warnings:": "請仔細閱讀以下警告：",
+	"Please select a reason": "",
 	"Positive attitude": "積極的態度",
 	"Previous 30 days": "過去 30 天",
 	"Previous 7 days": "過去 7 天",

src/lib/stores/index.ts

@@ -19,7 +19,9 @@ export const activeUserCount: Writable<null | number> = writable(null);
 export const USAGE_POOL: Writable<null | string[]> = writable(null);
 
 export const theme = writable('system');
+
 export const chatId = writable('');
+export const chatTitle = writable('');
 
 export const chats = writable([]);
 export const pinnedChats = writable([]);

src/lib/utils/index.ts

@@ -8,23 +8,6 @@ import { TTS_RESPONSE_SPLIT } from '$lib/types';
 // Helper functions
 //////////////////////////
 
-const convertLatexToSingleLine = (content) => {
-	// Patterns to match multiline LaTeX blocks
-	const patterns = [
-		/(\$\$\s[\s\S]*?\s\$\$)/g, // Match $$ ... $$
-		/(\\\[[\s\S]*?\\\])/g, // Match \[ ... \]
-		/(\\begin\{[a-z]+\}[\s\S]*?\\end\{[a-z]+\})/g // Match \begin{...} ... \end{...}
-	];
-
-	patterns.forEach((pattern) => {
-		content = content.replace(pattern, (match) => {
-			return match.replace(/\s*\n\s*/g, ' ').trim();
-		});
-	});
-
-	return content;
-};
-
 export const replaceTokens = (content, char, user) => {
 	const charToken = /{{char}}/gi;
 	const userToken = /{{user}}/gi;
@@ -68,7 +51,6 @@ export const sanitizeResponseContent = (content: string) => {
 };
 
 export const processResponseContent = (content: string) => {
-	content = convertLatexToSingleLine(content);
 	return content.trim();
 };
 

src/lib/utils/marked/katex-extension.ts

@@ -1,14 +1,13 @@
 import katex from 'katex';
 
 const DELIMITER_LIST = [
-	{ left: '$$', right: '$$', display: false },
+	{ left: '$$', right: '$$', display: true },
 	{ left: '$', right: '$', display: false },
 	{ left: '\\pu{', right: '}', display: false },
 	{ left: '\\ce{', right: '}', display: false },
 	{ left: '\\(', right: '\\)', display: false },
-	{ left: '( ', right: ' )', display: false },
 	{ left: '\\[', right: '\\]', display: true },
-	{ left: '[ ', right: ' ]', display: true }
+	{ left: '\\begin{equation}', right: '\\end{equation}', display: true }
 ];
 
 // const DELIMITER_LIST = [
@@ -28,24 +27,27 @@ function escapeRegex(string) {
 
 function generateRegexRules(delimiters) {
 	delimiters.forEach((delimiter) => {
-		const { left, right } = delimiter;
+		const { left, right, display } = delimiter;
 		// Ensure regex-safe delimiters
 		const escapedLeft = escapeRegex(left);
 		const escapedRight = escapeRegex(right);
 
-		// Inline pattern - Capture group $1, token content, followed by end delimiter and normal punctuation marks.
+		if (!display) {
-		// Example: $text$
+			// For inline delimiters, we match everyting
-		inlinePatterns.push(
+			inlinePatterns.push(`${escapedLeft}((?:\\\\[^]|[^\\\\])+?)${escapedRight}`);
-			`${escapedLeft}((?:\\\\.|[^\\\\\\n])*?(?:\\\\.|[^\\\\\\n${escapedRight}]))${escapedRight}`
+		} else {
-		);
+			// Block delimiters doubles as inline delimiters when not followed by a newline
-
+			inlinePatterns.push(`${escapedLeft}(?!\\n)((?:\\\\[^]|[^\\\\])+?)(?!\\n)${escapedRight}`);
-		// Block pattern - Starts and ends with the delimiter on new lines. Example:
+			blockPatterns.push(`${escapedLeft}\\n((?:\\\\[^]|[^\\\\])+?)\\n${escapedRight}`);
-		// $$\ncontent here\n$$
+		}
-		blockPatterns.push(`${escapedLeft}\n((?:\\\\[^]|[^\\\\])+?)\n${escapedRight}`);
 	});
 
-	const inlineRule = new RegExp(`^(${inlinePatterns.join('|')})(?=[\\s?!.,:？！。，：]|$)`, 'u');
+	// Math formulas can end in special characters
-	const blockRule = new RegExp(`^(${blockPatterns.join('|')})(?:\n|$)`, 'u');
+	const inlineRule = new RegExp(
+		`^(${inlinePatterns.join('|')})(?=[\\s?。，!-\/:-@[-\`{-~]|$)`,
+		'u'
+	);
+	const blockRule = new RegExp(`^(${blockPatterns.join('|')})(?=[\\s?。，!-\/:-@[-\`{-~]|$)`, 'u');
 
 	return { inlineRule, blockRule };
 }
@@ -54,85 +56,97 @@ const { inlineRule, blockRule } = generateRegexRules(DELIMITER_LIST);
 
 export default function (options = {}) {
 	return {
-		extensions: [
+		extensions: [inlineKatex(options), blockKatex(options)]
-			inlineKatex(options, createRenderer(options, false)),
-			blockKatex(options, createRenderer(options, true))
-		]
 	};
 }
 
-function createRenderer(options, newlineAfter) {
+function katexStart(src, displayMode: boolean) {
-	return (token) =>
+	let ruleReg = displayMode ? blockRule : inlineRule;
-		katex.renderToString(token.text, { ...options, displayMode: token.displayMode }) +
+
-		(newlineAfter ? '\n' : '');
+	let indexSrc = src;
+
+	while (indexSrc) {
+		let index = -1;
+		let startIndex = -1;
+		let startDelimiter = '';
+		let endDelimiter = '';
+		for (let delimiter of DELIMITER_LIST) {
+			if (delimiter.display !== displayMode) {
+				continue;
+			}
+
+			startIndex = indexSrc.indexOf(delimiter.left);
+			if (startIndex === -1) {
+				continue;
+			}
+
+			index = startIndex;
+			startDelimiter = delimiter.left;
+			endDelimiter = delimiter.right;
+		}
+
+		if (index === -1) {
+			return;
+		}
+
+		// Check if the delimiter is preceded by a special character.
+		// If it does, then it's potentially a math formula.
+		const f = index === 0 || indexSrc.charAt(index - 1).match(/[\s?。，!-\/:-@[-`{-~]/);
+		if (f) {
+			const possibleKatex = indexSrc.substring(index);
+
+			if (possibleKatex.match(ruleReg)) {
+				return index;
+			}
+		}
+
+		indexSrc = indexSrc.substring(index + startDelimiter.length).replace(endDelimiter, '');
+	}
 }
 
-function inlineKatex(options, renderer) {
+function katexTokenizer(src, tokens, displayMode: boolean) {
-	const ruleReg = inlineRule;
+	let ruleReg = displayMode ? blockRule : inlineRule;
+	let type = displayMode ? 'blockKatex' : 'inlineKatex';
+
+	const match = src.match(ruleReg);
+
+	if (match) {
+		const text = match
+			.slice(2)
+			.filter((item) => item)
+			.find((item) => item.trim());
+
+		return {
+			type,
+			raw: match[0],
+			text: text,
+			displayMode
+		};
+	}
+}
+
+function inlineKatex(options) {
 	return {
 		name: 'inlineKatex',
 		level: 'inline',
 		start(src) {
-			let index;
+			return katexStart(src, false);
-			let indexSrc = src;
-
-			while (indexSrc) {
-				index = indexSrc.indexOf('$');
-				if (index === -1) {
-					return;
-				}
-				const f = index === 0 || indexSrc.charAt(index - 1) === ' ';
-				if (f) {
-					const possibleKatex = indexSrc.substring(index);
-
-					if (possibleKatex.match(ruleReg)) {
-						return index;
-					}
-				}
-
-				indexSrc = indexSrc.substring(index + 1).replace(/^\$+/, '');
-			}
 		},
 		tokenizer(src, tokens) {
-			const match = src.match(ruleReg);
+			return katexTokenizer(src, tokens, false);
-
+		}
-			if (match) {
-				const text = match
-					.slice(2)
-					.filter((item) => item)
-					.find((item) => item.trim());
-
-				return {
-					type: 'inlineKatex',
-					raw: match[0],
-					text: text
-				};
-			}
-		},
-		renderer
 	};
 }
 
-function blockKatex(options, renderer) {
+function blockKatex(options) {
 	return {
 		name: 'blockKatex',
 		level: 'block',
-		tokenizer(src, tokens) {
+		start(src) {
-			const match = src.match(blockRule);
+			return katexStart(src, true);
-
-			if (match) {
-				const text = match
-					.slice(2)
-					.filter((item) => item)
-					.find((item) => item.trim());
-
-				return {
-					type: 'blockKatex',
-					raw: match[0],
-					text: text
-				};
-			}
 		},
-		renderer
+		tokenizer(src, tokens) {
+			return katexTokenizer(src, tokens, true);
+		}
 	};
 }

src/routes/(app)/+layout.svelte

@@ -46,6 +46,7 @@
 	import { compareVersion } from '$lib/utils';
 
 	import UpdateInfoToast from '$lib/components/layout/UpdateInfoToast.svelte';
+	import { fade } from 'svelte/transition';
 
 	const i18n = getContext('i18n');
 
@@ -53,6 +54,8 @@
 	let DB = null;
 	let localDBChats = [];
 
+	let version;
+
 	const getModels = async () => {
 		return _getModels(localStorage.token);
 	};
@@ -195,10 +198,20 @@
 				temporaryChatEnabled.set(true);
 			}
 
+			// Check for version updates
 			if ($user.role === 'admin') {
-				checkForVersionUpdates();
+				// Check if the user has dismissed the update toast in the last 24 hours
-			}
+				if (localStorage.dismissedUpdateToast) {
+					const dismissedUpdateToast = new Date(Number(localStorage.dismissedUpdateToast));
+					const now = new Date();
 
+					if (now - dismissedUpdateToast > 24 * 60 * 60 * 1000) {
+						await checkForVersionUpdates();
+					}
+				} else {
+					await checkForVersionUpdates();
+				}
+			}
 			await tick();
 		}
 
@@ -206,28 +219,24 @@
 	});
 
 	const checkForVersionUpdates = async () => {
-		const version = await getVersionUpdates(localStorage.token).catch((error) => {
+		version = await getVersionUpdates(localStorage.token).catch((error) => {
 			return {
 				current: WEBUI_VERSION,
 				latest: WEBUI_VERSION
 			};
 		});
-
-		if (compareVersion(version.latest, version.current)) {
-			toast.custom(UpdateInfoToast, {
-				duration: Number.POSITIVE_INFINITY,
-				position: 'bottom-right',
-				componentProps: {
-					version
-				}
-			});
-		}
 	};
 </script>
 
 <SettingsModal bind:show={$showSettings} />
 <ChangelogModal bind:show={$showChangelog} />
 
+{#if version && compareVersion(version.latest, version.current)}
+	<div class=" absolute bottom-8 right-8 z-50" in:fade={{ duration: 100 }}>
+		<UpdateInfoToast {version} />
+	</div>
+{/if}
+
 <div class="app relative">
 	<div
 		class=" text-gray-700 dark:text-gray-100 bg-white dark:bg-gray-900 h-screen max-h-[100dvh] overflow-auto flex flex-row"

uv.lock

@@ -321,6 +321,44 @@ wheels = [
     { url = "https://files.pythonhosted.org/packages/99/37/e8730c3587a65eb5645d4aba2d27aae48e8003614d6aaf15dda67f702f1f/bidict-0.23.1-py3-none-any.whl", hash = "sha256:5dae8d4d79b552a71cbabc7deb25dfe8ce710b17ff41711e13010ead2abfc3e5", size = 32764 },
 ]
 
+[[package]]
+name = "bitarray"
+version = "2.9.2"
+source = { registry = "https://pypi.org/simple" }
+sdist = { url = "https://files.pythonhosted.org/packages/c7/bf/25cf92a83e1fe4948d7935ae3c02f4c9ff9cb9c13e977fba8af11a5f642c/bitarray-2.9.2.tar.gz", hash = "sha256:a8f286a51a32323715d77755ed959f94bef13972e9a2fe71b609e40e6d27957e", size = 132825 }
+wheels = [
+    { url = "https://files.pythonhosted.org/packages/32/86/a02960105c0a40e7e4cbc74933f070ab476312d20aa25f6959f4abe5095b/bitarray-2.9.2-cp311-cp311-macosx_10_9_universal2.whl", hash = "sha256:fe71fd4b76380c2772f96f1e53a524da7063645d647a4fcd3b651bdd80ca0f2e", size = 177175 },
+    { url = "https://files.pythonhosted.org/packages/8d/fd/ce16db75d5470f9676089428500ef0d473f4e2ff1dcbcf1f856bcd351ea2/bitarray-2.9.2-cp311-cp311-macosx_10_9_x86_64.whl", hash = "sha256:d527172919cdea1e13994a66d9708a80c3d33dedcf2f0548e4925e600fef3a3a", size = 128273 },
+    { url = "https://files.pythonhosted.org/packages/06/60/c1a419f8abd0c9d2641e3e570fc63ad3a87a63ef88a362900e3254f780bc/bitarray-2.9.2-cp311-cp311-macosx_11_0_arm64.whl", hash = "sha256:052c5073bdcaa9dd10628d99d37a2f33ec09364b86dd1f6281e2d9f8d3db3060", size = 124642 },
+    { url = "https://files.pythonhosted.org/packages/9e/af/bba89e6f9499fb9dba04b701c8106a1dcc94b5913f35ed20f089da8bea99/bitarray-2.9.2-cp311-cp311-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:e064caa55a6ed493aca1eda06f8b3f689778bc780a75e6ad7724642ba5dc62f7", size = 296283 },
+    { url = "https://files.pythonhosted.org/packages/8f/44/19e91ffc42a2ded4f1ee73f7923186cf1606cab1119b1d5df24c9cea763e/bitarray-2.9.2-cp311-cp311-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:508069a04f658210fdeee85a7a0ca84db4bcc110cbb1d21f692caa13210f24a7", size = 311309 },
+    { url = "https://files.pythonhosted.org/packages/9f/76/eedaa1fcb60af30536af70f6659e3a86dcfdce3e413b188f7864513e4923/bitarray-2.9.2-cp311-cp311-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:4da73ebd537d75fa7bccfc2228fcaedea0803f21dd9d0bf0d3b67fef3c4af294", size = 314220 },
+    { url = "https://files.pythonhosted.org/packages/21/fa/9fb7266b28ce1c8778aaea650c75855640ea1ada91a80c47c90376994a59/bitarray-2.9.2-cp311-cp311-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:5cb378eaa65cd43098f11ff5d27e48ee3b956d2c00d2d6b5bfc2a09fe183be47", size = 296519 },
+    { url = "https://files.pythonhosted.org/packages/c4/ee/c9a92c123f9b0438498d0a8f9470439a43bdafbf042cbdceab7968e5bb1c/bitarray-2.9.2-cp311-cp311-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:d14c790b91f6cbcd9b718f88ed737c78939980c69ac8c7f03dd7e60040c12951", size = 286784 },
+    { url = "https://files.pythonhosted.org/packages/81/7f/0d9c16a7e321f5cb1d6c634acf4f8620513634776ceeee6f8f732b992fae/bitarray-2.9.2-cp311-cp311-musllinux_1_1_aarch64.whl", hash = "sha256:7eea9318293bc0ea6447e9ebfba600a62f3428bea7e9c6d42170ae4f481dbab3", size = 328319 },
+    { url = "https://files.pythonhosted.org/packages/2e/98/0730518cf071366633dd027e14e3fba91dc91dd8b4e60d6ae249cde3f53f/bitarray-2.9.2-cp311-cp311-musllinux_1_1_i686.whl", hash = "sha256:b76ffec27c7450b8a334f967366a9ebadaea66ee43f5b530c12861b1a991f503", size = 315614 },
+    { url = "https://files.pythonhosted.org/packages/4c/b3/8f198444cd2312d520e0372f933932fff68b5900eb2dbab91725924aa7a1/bitarray-2.9.2-cp311-cp311-musllinux_1_1_ppc64le.whl", hash = "sha256:76b76a07d4ee611405045c6950a1e24c4362b6b44808d4ad6eea75e0dbc59af4", size = 340143 },
+    { url = "https://files.pythonhosted.org/packages/b9/1a/78841fa855ea2dc13d8d61f231bd3a619732738d7d840b4b35d9d8f93e6e/bitarray-2.9.2-cp311-cp311-musllinux_1_1_s390x.whl", hash = "sha256:c7d16beeaaab15b075990cd26963d6b5b22e8c5becd131781514a00b8bdd04bd", size = 345958 },
+    { url = "https://files.pythonhosted.org/packages/b7/9f/aac87cd45cc4d7b7e50dde590327bde525601088e710c8ba00e8743ddb2b/bitarray-2.9.2-cp311-cp311-musllinux_1_1_x86_64.whl", hash = "sha256:60df43e868a615c7e15117a1e1c2e5e11f48f6457280eba6ddf8fbefbec7da99", size = 327122 },
+    { url = "https://files.pythonhosted.org/packages/78/3e/5df523037f80cf95f99d0155ec921298f4fa2b1f7be10cb0c4daffb632da/bitarray-2.9.2-cp311-cp311-win32.whl", hash = "sha256:e788608ed7767b7b3bbde6d49058bccdf94df0de9ca75d13aa99020cc7e68095", size = 118627 },
+    { url = "https://files.pythonhosted.org/packages/9c/0e/af070131ed7a4fd15cadc84e018d3c6d3b58070513934462b48a5ff9eb1e/bitarray-2.9.2-cp311-cp311-win_amd64.whl", hash = "sha256:a23397da092ef0a8cfe729571da64c2fc30ac18243caa82ac7c4f965087506ff", size = 126013 },
+    { url = "https://files.pythonhosted.org/packages/ef/7d/f489f2136cf5ea1af201be12d55bfc57b45731c4b7e3cc6e001efe62effb/bitarray-2.9.2-cp312-cp312-macosx_10_9_universal2.whl", hash = "sha256:90e3a281ffe3897991091b7c46fca38c2675bfd4399ffe79dfeded6c52715436", size = 176636 },
+    { url = "https://files.pythonhosted.org/packages/b8/b6/3e64b19e45b52837e0c4ec1c220bf24dd70dcbcd27e073e07837973f8c16/bitarray-2.9.2-cp312-cp312-macosx_10_9_x86_64.whl", hash = "sha256:bed637b674db5e6c8a97a4a321e3e4d73e72d50b5c6b29950008a93069cc64cd", size = 127916 },
+    { url = "https://files.pythonhosted.org/packages/23/c7/12b1e5cdd8678a6a47610a013fafdbe80d62226d49b73185619bd7361c53/bitarray-2.9.2-cp312-cp312-macosx_11_0_arm64.whl", hash = "sha256:e49066d251dbbe4e6e3a5c3937d85b589e40e2669ad0eef41a00f82ec17d844b", size = 124475 },
+    { url = "https://files.pythonhosted.org/packages/77/e1/02dc3f03348808a77b26556a6c299f68dbbf0c4a27f340a69d574d2d2432/bitarray-2.9.2-cp312-cp312-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:3c4344e96642e2211fb3a50558feff682c31563a4c64529a931769d40832ca79", size = 299121 },
+    { url = "https://files.pythonhosted.org/packages/ea/f1/9cdb006c352b47b26532e7ee7798bd2dacf42774eb75e4a353a38a3ff2b3/bitarray-2.9.2-cp312-cp312-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:aeb60962ec4813c539a59fbd4f383509c7222b62c3fb1faa76b54943a613e33a", size = 313486 },
+    { url = "https://files.pythonhosted.org/packages/bb/79/98bdfea0f390d313fa04546578a3eee3c3a6dbba94973246438ea8c880aa/bitarray-2.9.2-cp312-cp312-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:ed0f7982f10581bb16553719e5e8f933e003f5b22f7d25a68bdb30fac630a6ff", size = 317527 },
+    { url = "https://files.pythonhosted.org/packages/58/02/21a2038ee856649f03738828e3bc6c4cd9bfd31125a250c6e30d378067ff/bitarray-2.9.2-cp312-cp312-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:c71d1cabdeee0cdda4669168618f0e46b7dace207b29da7b63aaa1adc2b54081", size = 299885 },
+    { url = "https://files.pythonhosted.org/packages/49/97/82c350256a22689fb50ed86af1a3a5509410332cfe55d644fd7ff5e46dbf/bitarray-2.9.2-cp312-cp312-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:b0ef2d0a6f1502d38d911d25609b44c6cc27bee0a4363dd295df78b075041b60", size = 289796 },
+    { url = "https://files.pythonhosted.org/packages/09/69/ca799419b576d015331b19b42c70086b1208ba363f744c8bb7dc31a0bb6a/bitarray-2.9.2-cp312-cp312-musllinux_1_1_aarch64.whl", hash = "sha256:6f71d92f533770fb027388b35b6e11988ab89242b883f48a6fe7202d238c61f8", size = 334912 },
+    { url = "https://files.pythonhosted.org/packages/fb/8a/dad9d48c72367f76b117957e3d718de07254667f33838d061856b238b576/bitarray-2.9.2-cp312-cp312-musllinux_1_1_i686.whl", hash = "sha256:ba0734aa300757c924f3faf8148e1b8c247176a0ac8e16aefdf9c1eb19e868f7", size = 322790 },
+    { url = "https://files.pythonhosted.org/packages/b7/f1/a4f723153e6b4c56a90275a1d6ad04860bd72d9966196eb331cd18b50a12/bitarray-2.9.2-cp312-cp312-musllinux_1_1_ppc64le.whl", hash = "sha256:d91406f413ccbf4af6ab5ae7bc78f772a95609f9ddd14123db36ef8c37116d95", size = 346212 },
+    { url = "https://files.pythonhosted.org/packages/7f/4f/55301544e90df8a7b798959bffa94e5694b29c964ed9e9e2a52d6cfac9c7/bitarray-2.9.2-cp312-cp312-musllinux_1_1_s390x.whl", hash = "sha256:87abb7f80c0a042f3fe8e5264da1a2756267450bb602110d5327b8eaff7682e7", size = 353044 },
+    { url = "https://files.pythonhosted.org/packages/16/8b/363fdc21aff37ac99dba4ed41c0d535c37b416cd002351a9848173c738f1/bitarray-2.9.2-cp312-cp312-musllinux_1_1_x86_64.whl", hash = "sha256:4b558ce85579b51a2e38703877d1e93b7728a7af664dd45a34e833534f0b755d", size = 334380 },
+    { url = "https://files.pythonhosted.org/packages/66/58/f57a6420b363d2f0517d79b9af9fd608360ef174eb5d1d82cc5a26dbdbde/bitarray-2.9.2-cp312-cp312-win32.whl", hash = "sha256:dac2399ee2889fbdd3472bfc2ede74c34cceb1ccf29a339964281a16eb1d3188", size = 118738 },
+    { url = "https://files.pythonhosted.org/packages/93/a9/b9462e2a3b4ee020c6caa1dccece324d6b0c7643b9f0a43d9ac8cd15c9d9/bitarray-2.9.2-cp312-cp312-win_amd64.whl", hash = "sha256:48a30d718d1a6dfc22a49547450107abe8f4afdf2abdcbe76eb9ed88edc49498", size = 126202 },
+]
+
 [[package]]
 name = "black"
 version = "24.8.0"
@@ -577,6 +615,27 @@ wheels = [
     { url = "https://files.pythonhosted.org/packages/00/2e/d53fa4befbf2cfa713304affc7ca780ce4fc1fd8710527771b58311a3229/click-8.1.7-py3-none-any.whl", hash = "sha256:ae74fb96c20a0277a1d615f1e4d73c8414f5a98db8b799a7931d1582f3390c28", size = 97941 },
 ]
 
+[[package]]
+name = "colbert-ai"
+version = "0.2.21"
+source = { registry = "https://pypi.org/simple" }
+dependencies = [
+    { name = "bitarray" },
+    { name = "datasets" },
+    { name = "flask" },
+    { name = "git-python" },
+    { name = "ninja" },
+    { name = "python-dotenv" },
+    { name = "scipy" },
+    { name = "tqdm" },
+    { name = "transformers" },
+    { name = "ujson" },
+]
+sdist = { url = "https://files.pythonhosted.org/packages/bc/dc/7edb06e3bb01326610ecfdfc8e396c6867ba7de6e58cda2356a604419899/colbert_ai-0.2.21.tar.gz", hash = "sha256:a8d6fdb4e2272f2b08ed37f8e5096072160d8415d1e40585751898b77e625bab", size = 87978 }
+wheels = [
+    { url = "https://files.pythonhosted.org/packages/8d/9c/5d847be0f05e5266880fb1c183e642a6c34cd6a101c1d6219dfa74887543/colbert_ai-0.2.21-py3-none-any.whl", hash = "sha256:8c17e7be44e7f3989f2067f1176af4f65f4612d62850586657e8afb8314cb2a6", size = 116142 },
+]
+
 [[package]]
 name = "colorama"
 version = "0.4.6"
@@ -677,6 +736,31 @@ wheels = [
     { url = "https://files.pythonhosted.org/packages/c3/be/d0d44e092656fe7a06b55e6103cbce807cdbdee17884a5367c68c9860853/dataclasses_json-0.6.7-py3-none-any.whl", hash = "sha256:0dbf33f26c8d5305befd61b39d2b3414e8a407bedc2834dea9b8d642666fb40a", size = 28686 },
 ]
 
+[[package]]
+name = "datasets"
+version = "3.0.0"
+source = { registry = "https://pypi.org/simple" }
+dependencies = [
+    { name = "aiohttp" },
+    { name = "dill" },
+    { name = "filelock" },
+    { name = "fsspec", extra = ["http"] },
+    { name = "huggingface-hub" },
+    { name = "multiprocess" },
+    { name = "numpy" },
+    { name = "packaging" },
+    { name = "pandas" },
+    { name = "pyarrow" },
+    { name = "pyyaml" },
+    { name = "requests" },
+    { name = "tqdm" },
+    { name = "xxhash" },
+]
+sdist = { url = "https://files.pythonhosted.org/packages/c8/93/38c0d3c74b5932c4bb7596888c3d3b20adfd563e56552f437f8f57e6377b/datasets-3.0.0.tar.gz", hash = "sha256:592317eb137f0fc5aac068ff283ba13c3c66d10c9c034d44bc8aa584126cf3e2", size = 1876827 }
+wheels = [
+    { url = "https://files.pythonhosted.org/packages/a5/52/45dab187f03d48c765b94db0464f5c10431756e47ae4cc6a8029a7d57a36/datasets-3.0.0-py3-none-any.whl", hash = "sha256:c23fefb6c953dcb1cd5f6deb6c502729c733ef98791e0c3f2d80c7ca2d9a01dd", size = 474265 },
+]
+
 [[package]]
 name = "deepdiff"
 version = "7.0.1"
@@ -710,6 +794,15 @@ wheels = [
     { url = "https://files.pythonhosted.org/packages/20/8d/778b7d51b981a96554f29136cd59ca7880bf58094338085bcf2a979a0e6a/Deprecated-1.2.14-py2.py3-none-any.whl", hash = "sha256:6fac8b097794a90302bdbb17b9b815e732d3c4720583ff1b198499d78470466c", size = 9561 },
 ]
 
+[[package]]
+name = "dill"
+version = "0.3.8"
+source = { registry = "https://pypi.org/simple" }
+sdist = { url = "https://files.pythonhosted.org/packages/17/4d/ac7ffa80c69ea1df30a8aa11b3578692a5118e7cd1aa157e3ef73b092d15/dill-0.3.8.tar.gz", hash = "sha256:3ebe3c479ad625c4553aca177444d89b486b1d84982eeacded644afc0cf797ca", size = 184847 }
+wheels = [
+    { url = "https://files.pythonhosted.org/packages/c9/7a/cef76fd8438a42f96db64ddaa85280485a9c395e7df3db8158cfec1eee34/dill-0.3.8-py3-none-any.whl", hash = "sha256:c36ca9ffb54365bdd2f8eb3eff7d2a21237f8452b57ace88b1ac615b7e815bd7", size = 116252 },
+]
+
 [[package]]
 name = "distro"
 version = "1.9.0"
@@ -750,15 +843,15 @@ sdist = { url = "https://files.pythonhosted.org/packages/7d/7d/60ee3f2b16d9bfdfa
 
 [[package]]
 name = "duckduckgo-search"
-version = "6.2.11"
+version = "6.2.13"
 source = { registry = "https://pypi.org/simple" }
 dependencies = [
     { name = "click" },
     { name = "primp" },
 ]
-sdist = { url = "https://files.pythonhosted.org/packages/11/04/c76cd009653ace8d6a4a2a3d7851f5379911091d5d2104eef4bcb4c46c14/duckduckgo_search-6.2.11.tar.gz", hash = "sha256:6b6ef1b552c5e67f23e252025d2504caf6f9fc14f70e86c6dd512200f386c673", size = 32998 }
+sdist = { url = "https://files.pythonhosted.org/packages/55/2e/fe93c096b2b2bfcbd0a4f3a1de47d9a1c4b0dd4c7573d9f6c2b5c80ce6dc/duckduckgo_search-6.2.13.tar.gz", hash = "sha256:f89a9782f0f47d18c01a761c83453d0aef7a4335d1b6466fc47709652d5ca791", size = 33075 }
 wheels = [
-    { url = "https://files.pythonhosted.org/packages/f5/67/b1eb59a859717043b605eb16d4f3afe46ec3614804ac0fbe594339667866/duckduckgo_search-6.2.11-py3-none-any.whl", hash = "sha256:6fb7069b79e8928f487001de6859034ade19201bdcd257ec198802430e374bfe", size = 27429 },
+    { url = "https://files.pythonhosted.org/packages/e2/07/c0a6d0b1192790364ee9cf655c72c47ad13d68971570f19401f220cac50d/duckduckgo_search-6.2.13-py3-none-any.whl", hash = "sha256:a6618fb2744fa1d081b1bf2e47ef8051de993276a15c20f4e879a150726472de", size = 27468 },
 ]
 
 [[package]]
@@ -790,6 +883,15 @@ wheels = [
     { url = "https://files.pythonhosted.org/packages/00/e7/ed3243b30d1bec41675b6394a1daae46349dc2b855cb83be846a5a918238/ecdsa-0.19.0-py2.py3-none-any.whl", hash = "sha256:2cea9b88407fdac7bbeca0833b189e4c9c53f2ef1e1eaa29f6224dbc809b707a", size = 149266 },
 ]
 
+[[package]]
+name = "einops"
+version = "0.8.0"
+source = { registry = "https://pypi.org/simple" }
+sdist = { url = "https://files.pythonhosted.org/packages/79/ca/9f5dcb8bead39959454c3912266bedc4c315839cee0e0ca9f4328f4588c1/einops-0.8.0.tar.gz", hash = "sha256:63486517fed345712a8385c100cb279108d9d47e6ae59099b07657e983deae85", size = 58861 }
+wheels = [
+    { url = "https://files.pythonhosted.org/packages/44/5a/f0b9ad6c0a9017e62d4735daaeb11ba3b6c009d69a26141b258cd37b5588/einops-0.8.0-py3-none-any.whl", hash = "sha256:9572fb63046264a862693b0a87088af3bdc8c068fde03de63453cbbde245465f", size = 43223 },
+]
+
 [[package]]
 name = "email-validator"
 version = "2.2.0"
@@ -815,6 +917,19 @@ wheels = [
     { url = "https://files.pythonhosted.org/packages/e6/90/20ad30babfa8f2b5ab46281d8e17bdfdbb3ac294cda14d525b9c2d958846/emoji-2.12.1-py3-none-any.whl", hash = "sha256:a00d62173bdadc2510967a381810101624a2f0986145b8da0cffa42e29430235", size = 431357 },
 ]
 
+[[package]]
+name = "environs"
+version = "9.5.0"
+source = { registry = "https://pypi.org/simple" }
+dependencies = [
+    { name = "marshmallow" },
+    { name = "python-dotenv" },
+]
+sdist = { url = "https://files.pythonhosted.org/packages/d4/e3/c3c6c76f3dbe3e019e9a451b35bf9f44690026a5bb1232f7b77097b72ff5/environs-9.5.0.tar.gz", hash = "sha256:a76307b36fbe856bdca7ee9161e6c466fd7fcffc297109a118c59b54e27e30c9", size = 20795 }
+wheels = [
+    { url = "https://files.pythonhosted.org/packages/ca/5e/f0f217dc393372681bfe05c50f06a212e78d0a3fee907a74ab451ec1dcdb/environs-9.5.0-py2.py3-none-any.whl", hash = "sha256:1e549569a3de49c05f856f40bce86979e7d5ffbbc4398e7f338574c220189124", size = 12548 },
+]
+
 [[package]]
 name = "et-xmlfile"
 version = "1.1.0"
@@ -1044,6 +1159,47 @@ wheels = [
     { url = "https://files.pythonhosted.org/packages/5e/44/73bea497ac69bafde2ee4269292fa3b41f1198f4bb7bbaaabde30ad29d4a/fsspec-2024.6.1-py3-none-any.whl", hash = "sha256:3cb443f8bcd2efb31295a5b9fdb02aee81d8452c80d28f97a6d0959e6cee101e", size = 177561 },
 ]
 
+[package.optional-dependencies]
+http = [
+    { name = "aiohttp" },
+]
+
+[[package]]
+name = "git-python"
+version = "1.0.3"
+source = { registry = "https://pypi.org/simple" }
+dependencies = [
+    { name = "gitpython" },
+]
+sdist = { url = "https://files.pythonhosted.org/packages/5b/3c/f0726fd577517ff8f09e6fe49f153ec9c595f1964c02c209c757d473780a/git-python-1.0.3.zip", hash = "sha256:a7f51d07c7a0b0a15cb4dfa78601196dd20624211153d07c092b811edb6e86fb", size = 4286 }
+wheels = [
+    { url = "https://files.pythonhosted.org/packages/8a/de/0cc6353a45cdb1e137cffac5383097b300cc578e2e1133eeb847e23a1394/git_python-1.0.3-py2.py3-none-any.whl", hash = "sha256:8820ce93786cd11a76d44c7153708588e8056213e4c512406ea3732871aa9ad6", size = 1888 },
+]
+
+[[package]]
+name = "gitdb"
+version = "4.0.11"
+source = { registry = "https://pypi.org/simple" }
+dependencies = [
+    { name = "smmap" },
+]
+sdist = { url = "https://files.pythonhosted.org/packages/19/0d/bbb5b5ee188dec84647a4664f3e11b06ade2bde568dbd489d9d64adef8ed/gitdb-4.0.11.tar.gz", hash = "sha256:bf5421126136d6d0af55bc1e7c1af1c397a34f5b7bd79e776cd3e89785c2b04b", size = 394469 }
+wheels = [
+    { url = "https://files.pythonhosted.org/packages/fd/5b/8f0c4a5bb9fd491c277c21eff7ccae71b47d43c4446c9d0c6cff2fe8c2c4/gitdb-4.0.11-py3-none-any.whl", hash = "sha256:81a3407ddd2ee8df444cbacea00e2d038e40150acfa3001696fe0dcf1d3adfa4", size = 62721 },
+]
+
+[[package]]
+name = "gitpython"
+version = "3.1.43"
+source = { registry = "https://pypi.org/simple" }
+dependencies = [
+    { name = "gitdb" },
+]
+sdist = { url = "https://files.pythonhosted.org/packages/b6/a1/106fd9fa2dd989b6fb36e5893961f82992cf676381707253e0bf93eb1662/GitPython-3.1.43.tar.gz", hash = "sha256:35f314a9f878467f5453cc1fee295c3e18e52f1b99f10f6cf5b1682e968a9e7c", size = 214149 }
+wheels = [
+    { url = "https://files.pythonhosted.org/packages/e9/bd/cc3a402a6439c15c3d4294333e13042b915bbeab54edc457c723931fed3f/GitPython-3.1.43-py3-none-any.whl", hash = "sha256:eec7ec56b92aad751f9912a73404bc02ba212a23adb2c7098ee668417051a1ff", size = 207337 },
+]
+
 [[package]]
 name = "google-ai-generativelanguage"
 version = "0.6.6"
@@ -1762,6 +1918,20 @@ wheels = [
     { url = "https://files.pythonhosted.org/packages/b3/38/89ba8ad64ae25be8de66a6d463314cf1eb366222074cfda9ee839c56a4b4/mdurl-0.1.2-py3-none-any.whl", hash = "sha256:84008a41e51615a49fc9966191ff91509e3c40b939176e643fd50a5c2196b8f8", size = 9979 },
 ]
 
+[[package]]
+name = "milvus-lite"
+version = "2.4.10"
+source = { registry = "https://pypi.org/simple" }
+dependencies = [
+    { name = "tqdm" },
+]
+wheels = [
+    { url = "https://files.pythonhosted.org/packages/7c/0b/262997e63e2eaaf5d9f93d73c9d3e75499c6ec058bd1307864be7efb6704/milvus_lite-2.4.10-py3-none-macosx_10_9_x86_64.whl", hash = "sha256:fc4246d3ed7d1910847afce0c9ba18212e93a6e9b8406048436940578dfad5cb", size = 22281832 },
+    { url = "https://files.pythonhosted.org/packages/17/20/9054ace78c61d64a6c24b8e3d6c8a73b23b447028e43c4d1e6c878e8294a/milvus_lite-2.4.10-py3-none-macosx_11_0_arm64.whl", hash = "sha256:74a8e07c5e3b057df17fbb46913388e84df1dc403a200f4e423799a58184c800", size = 19855994 },
+    { url = "https://files.pythonhosted.org/packages/34/8e/7858d12d89bf9e84302c6ffd5faf776d7b2de4372a07461f726ce6f9929e/milvus_lite-2.4.10-py3-none-manylinux2014_aarch64.whl", hash = "sha256:240c7386b747bad696ecb5bd1f58d491e86b9d4b92dccee3315ed7256256eddc", size = 39614866 },
+    { url = "https://files.pythonhosted.org/packages/84/65/639cb552c892ba5fef73301f878b2e7cabb59c918e0c49c9cf3026d49447/milvus_lite-2.4.10-py3-none-manylinux2014_x86_64.whl", hash = "sha256:211d2e334a043f9282bdd9755f76b9b2d93b23bffa7af240919ffce6a8dfe325", size = 49377774 },
+]
+
 [[package]]
 name = "mmh3"
 version = "4.1.0"
@@ -1872,6 +2042,19 @@ wheels = [
     { url = "https://files.pythonhosted.org/packages/fa/a2/17e1e23c6be0a916219c5292f509360c345b5fa6beeb50d743203c27532c/multidict-6.0.5-py3-none-any.whl", hash = "sha256:0d63c74e3d7ab26de115c49bffc92cc77ed23395303d496eae515d4204a625e7", size = 9729 },
 ]
 
+[[package]]
+name = "multiprocess"
+version = "0.70.16"
+source = { registry = "https://pypi.org/simple" }
+dependencies = [
+    { name = "dill" },
+]
+sdist = { url = "https://files.pythonhosted.org/packages/b5/ae/04f39c5d0d0def03247c2893d6f2b83c136bf3320a2154d7b8858f2ba72d/multiprocess-0.70.16.tar.gz", hash = "sha256:161af703d4652a0e1410be6abccecde4a7ddffd19341be0a7011b94aeb171ac1", size = 1772603 }
+wheels = [
+    { url = "https://files.pythonhosted.org/packages/50/15/b56e50e8debaf439f44befec5b2af11db85f6e0f344c3113ae0be0593a91/multiprocess-0.70.16-py311-none-any.whl", hash = "sha256:af4cabb0dac72abfb1e794fa7855c325fd2b55a10a44628a3c1ad3311c04127a", size = 143519 },
+    { url = "https://files.pythonhosted.org/packages/0a/7d/a988f258104dcd2ccf1ed40fdc97e26c4ac351eeaf81d76e266c52d84e2f/multiprocess-0.70.16-py312-none-any.whl", hash = "sha256:fc0544c531920dde3b00c29863377f87e1632601092ea2daca74e4beb40faa2e", size = 146741 },
+]
+
 [[package]]
 name = "mypy-extensions"
 version = "1.0.0"
@@ -1899,6 +2082,28 @@ wheels = [
     { url = "https://files.pythonhosted.org/packages/38/e9/5f72929373e1a0e8d142a130f3f97e6ff920070f87f91c4e13e40e0fba5a/networkx-3.3-py3-none-any.whl", hash = "sha256:28575580c6ebdaf4505b22c6256a2b9de86b316dc63ba9e93abde3d78dfdbcf2", size = 1702396 },
 ]
 
+[[package]]
+name = "ninja"
+version = "1.11.1.1"
+source = { registry = "https://pypi.org/simple" }
+sdist = { url = "https://files.pythonhosted.org/packages/37/2c/d717d13a413d6f7579cdaa1e28e6e2c98de95461549b08d311c8a5bf4c51/ninja-1.11.1.1.tar.gz", hash = "sha256:9d793b08dd857e38d0b6ffe9e6b7145d7c485a42dcfea04905ca0cdb6017cc3c", size = 132392 }
+wheels = [
+    { url = "https://files.pythonhosted.org/packages/3d/6e/04ed11bb244039908f6f212cb5f3e97933e238655248e4ce307c1687ba1f/ninja-1.11.1.1-py2.py3-none-macosx_10_9_universal2.macosx_10_9_x86_64.macosx_11_0_arm64.macosx_11_0_universal2.whl", hash = "sha256:376889c76d87b95b5719fdd61dd7db193aa7fd4432e5d52d2e44e4c497bdbbee", size = 270611 },
+    { url = "https://files.pythonhosted.org/packages/2c/52/0e5423311eb9939b6f9354059a6d88a6211eb4fa1c7a4ef303ecee1c1fe0/ninja-1.11.1.1-py2.py3-none-manylinux1_i686.manylinux_2_5_i686.whl", hash = "sha256:ecf80cf5afd09f14dcceff28cb3f11dc90fb97c999c89307aea435889cb66877", size = 324256 },
+    { url = "https://files.pythonhosted.org/packages/6d/92/8d7aebd4430ab5ff65df2bfee6d5745f95c004284db2d8ca76dcbfd9de47/ninja-1.11.1.1-py2.py3-none-manylinux1_x86_64.manylinux_2_5_x86_64.whl", hash = "sha256:84502ec98f02a037a169c4b0d5d86075eaf6afc55e1879003d6cab51ced2ea4b", size = 307194 },
+    { url = "https://files.pythonhosted.org/packages/01/c8/96424839fd127b4492229acf50763ed9940d864ca35d17d151934aef1f6f/ninja-1.11.1.1-py2.py3-none-manylinux2014_aarch64.manylinux_2_17_aarch64.whl", hash = "sha256:73b93c14046447c7c5cc892433d4fae65d6364bec6685411cb97a8bcf815f93a", size = 155643 },
+    { url = "https://files.pythonhosted.org/packages/6b/fa/5ca8e65a98cdb9a71d4f1e38cac7bd757bbb9555a5aef5a4d293aa890e5c/ninja-1.11.1.1-py2.py3-none-manylinux2014_ppc64le.manylinux_2_17_ppc64le.whl", hash = "sha256:18302d96a5467ea98b68e1cae1ae4b4fb2b2a56a82b955193c637557c7273dbd", size = 179538 },
+    { url = "https://files.pythonhosted.org/packages/45/ef/60086f02cbc6882da00a02c81d645cefd8d2d65b01fade41b873d8dd85a2/ninja-1.11.1.1-py2.py3-none-manylinux2014_s390x.manylinux_2_17_s390x.whl", hash = "sha256:aad34a70ef15b12519946c5633344bc775a7656d789d9ed5fdb0d456383716ef", size = 156217 },
+    { url = "https://files.pythonhosted.org/packages/1c/00/2fd13ac6aafdb566f00d6b541101fca54e58ae58bf96c00f9780df019607/ninja-1.11.1.1-py2.py3-none-musllinux_1_1_aarch64.whl", hash = "sha256:d491fc8d89cdcb416107c349ad1e3a735d4c4af5e1cb8f5f727baca6350fdaea", size = 372069 },
+    { url = "https://files.pythonhosted.org/packages/ad/5d/6e97c8a25167d4867694c7fb0b9bdbc9b096d6479c8e56c5bd41b49613f6/ninja-1.11.1.1-py2.py3-none-musllinux_1_1_i686.whl", hash = "sha256:7563ce1d9fe6ed5af0b8dd9ab4a214bf4ff1f2f6fd6dc29f480981f0f8b8b249", size = 418859 },
+    { url = "https://files.pythonhosted.org/packages/43/78/34af88d753389a9412438d16142c77e587e0d69152faf0bbf99701063dd8/ninja-1.11.1.1-py2.py3-none-musllinux_1_1_ppc64le.whl", hash = "sha256:9df724344202b83018abb45cb1efc22efd337a1496514e7e6b3b59655be85205", size = 419782 },
+    { url = "https://files.pythonhosted.org/packages/3b/74/de0633f8bced3b188942fca64a950e8f2206c60c10c97af465b356ae9b25/ninja-1.11.1.1-py2.py3-none-musllinux_1_1_s390x.whl", hash = "sha256:3e0f9be5bb20d74d58c66cc1c414c3e6aeb45c35b0d0e41e8d739c2c0d57784f", size = 415476 },
+    { url = "https://files.pythonhosted.org/packages/9a/f3/3e4a56ff77739d1582749b93497bdebf11e003fbc7a66363ef6c772ebd0a/ninja-1.11.1.1-py2.py3-none-musllinux_1_1_x86_64.whl", hash = "sha256:76482ba746a2618eecf89d5253c0d1e4f1da1270d41e9f54dfbd91831b0f6885", size = 379229 },
+    { url = "https://files.pythonhosted.org/packages/c5/ee/53df34fcc9c0b1db62b2f2e2c848e28d9354e1c7f0dce029ee50b16ca157/ninja-1.11.1.1-py2.py3-none-win32.whl", hash = "sha256:fa2ba9d74acfdfbfbcf06fad1b8282de8a7a8c481d9dee45c859a8c93fcc1082", size = 265049 },
+    { url = "https://files.pythonhosted.org/packages/b6/2f/a3bc50fa63fc4fe9348e15b53dc8c87febfd4e0c660fcf250c4b19a3aa3b/ninja-1.11.1.1-py2.py3-none-win_amd64.whl", hash = "sha256:95da904130bfa02ea74ff9c0116b4ad266174fafb1c707aa50212bc7859aebf1", size = 312958 },
+    { url = "https://files.pythonhosted.org/packages/73/2a/f5b7b3b7ecd5cf4e31375580bf5c6a01a328ed1ebdfff90fab463e3f4bc7/ninja-1.11.1.1-py2.py3-none-win_arm64.whl", hash = "sha256:185e0641bde601e53841525c4196278e9aaf4463758da6dd1e752c0a0f54136a", size = 272686 },
+]
+
 [[package]]
 name = "nltk"
 version = "3.9.1"
@@ -2120,7 +2325,7 @@ wheels = [
 
 [[package]]
 name = "open-webui"
-version = "0.3.17.dev3"
+version = "0.3.29"
 source = { editable = "." }
 dependencies = [
     { name = "aiohttp" },
@@ -2133,9 +2338,11 @@ dependencies = [
     { name = "black" },
     { name = "boto3" },
     { name = "chromadb" },
+    { name = "colbert-ai" },
     { name = "docker" },
     { name = "docx2txt" },
     { name = "duckduckgo-search" },
+    { name = "einops" },
     { name = "extract-msg" },
     { name = "fake-useragent" },
     { name = "fastapi" },
@@ -2162,6 +2369,7 @@ dependencies = [
     { name = "pydantic" },
     { name = "pydub" },
     { name = "pyjwt", extra = ["crypto"] },
+    { name = "pymilvus" },
     { name = "pymongo" },
     { name = "pymysql" },
     { name = "pypandoc" },
@@ -2200,9 +2408,11 @@ requires-dist = [
     { name = "black", specifier = "==24.8.0" },
     { name = "boto3", specifier = "==1.35.0" },
     { name = "chromadb", specifier = "==0.5.5" },
+    { name = "colbert-ai", specifier = "==0.2.21" },
     { name = "docker", specifier = "~=7.1.0" },
     { name = "docx2txt", specifier = "==0.8" },
     { name = "duckduckgo-search", specifier = "~=6.2.11" },
+    { name = "einops", specifier = "==0.8.0" },
     { name = "extract-msg" },
     { name = "fake-useragent", specifier = "==1.5.1" },
     { name = "fastapi", specifier = "==0.111.0" },
@@ -2229,6 +2439,7 @@ requires-dist = [
     { name = "pydantic", specifier = "==2.8.2" },
     { name = "pydub" },
     { name = "pyjwt", extras = ["crypto"], specifier = "==2.9.0" },
+    { name = "pymilvus", specifier = "==2.4.6" },
     { name = "pymongo" },
     { name = "pymysql", specifier = "==1.1.1" },
     { name = "pypandoc", specifier = "==1.13" },
@@ -2678,17 +2889,17 @@ wheels = [
 
 [[package]]
 name = "primp"
-version = "0.6.1"
+version = "0.6.3"
 source = { registry = "https://pypi.org/simple" }
-sdist = { url = "https://files.pythonhosted.org/packages/30/bf/6c09168d11467cac9104aaa486b916cfab3f3883d812088d59cdec412d2f/primp-0.6.1.tar.gz", hash = "sha256:64b3c12e3d463a887518811c46f3ec37cca02e6af1ddf1287e548342de436301", size = 79231 }
+sdist = { url = "https://files.pythonhosted.org/packages/63/9c/10d2c7b734228021cf17d92b2872ed53535103d29a38a6ad4eee89a8ae1b/primp-0.6.3.tar.gz", hash = "sha256:17d30ebe26864defad5232dbbe1372e80483940012356e1f68846bb182282039", size = 78662 }
 wheels = [
-    { url = "https://files.pythonhosted.org/packages/fc/00/98a0b612613902b4b5139da271786e586701d100f610b2a97b16b45e8783/primp-0.6.1-cp38-abi3-macosx_10_12_x86_64.whl", hash = "sha256:60cfe95e0bdf154b0f9036d38acaddc9aef02d6723ed125839b01449672d3946", size = 2708129 },
+    { url = "https://files.pythonhosted.org/packages/61/09/96e8327fd8c1224226d9a170daf1dcba7d3f6578edeb9f811803f2a61aba/primp-0.6.3-cp38-abi3-macosx_10_12_x86_64.whl", hash = "sha256:bdbe6a7cdaaf5c9ed863432a941f4a75bd4c6ff626cbc8d32fc232793c70ba06", size = 2719331 },
-    { url = "https://files.pythonhosted.org/packages/6e/fc/5894b24c5794a357697fd0d0f789a82ed941571739178ebd6fd93c37fe26/primp-0.6.1-cp38-abi3-macosx_11_0_arm64.whl", hash = "sha256:e1e92433ecf32639f9e800bc3a5d58b03792bdec99421b7fb06500e2fae63c85", size = 2500377 },
+    { url = "https://files.pythonhosted.org/packages/b3/a1/b58ac752b0500208df1be3b762eeaff1a117ec3108e26b38821ae9ac31e0/primp-0.6.3-cp38-abi3-macosx_11_0_arm64.whl", hash = "sha256:eeb53eb987bdcbcd85740633470255cab887d921df713ffa12a36a13366c9cdb", size = 2517811 },
-    { url = "https://files.pythonhosted.org/packages/06/cc/501c5becc8ebb7d2897e88ea1ba5619516016c9bf9f5e3c766537525ca8a/primp-0.6.1-cp38-abi3-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:6e02353f13f07fb5a6f91df9e2f4d8ec9f41312de95088744dce1c9729a3865d", size = 2806351 },
+    { url = "https://files.pythonhosted.org/packages/f7/85/ca027d7ec6121346d5927205777ad74bf918f291a538d710b5f9e0957333/primp-0.6.3-cp38-abi3-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:78da53d3c92a8e3f05bd3286ac76c291f1b6fe5e08ea63b7ba92b0f9141800bb", size = 2826729 },
-    { url = "https://files.pythonhosted.org/packages/c5/d4/33cf02d6e343e3d27e79fddb5898d84c26560f86f7b8952af6518be26770/primp-0.6.1-cp38-abi3-manylinux_2_34_aarch64.whl", hash = "sha256:c5a2ccfdf488b17be225a529a31e2b22724b2e22fba8e1ae168a222f857c2dc0", size = 2722920 },
+    { url = "https://files.pythonhosted.org/packages/3a/45/ff51ccc5dbc82afa6d2dda15bf07b21b6b44708d02934cd7562007d1f719/primp-0.6.3-cp38-abi3-manylinux_2_34_aarch64.whl", hash = "sha256:86337b44deecdac752bd8112909987fc9fa9b894f30191c80a164dc8f895da53", size = 2739692 },
-    { url = "https://files.pythonhosted.org/packages/0e/91/ec7aeeb9715bb9a9f355919163b25dde239c43738f2e31653113b52c09c5/primp-0.6.1-cp38-abi3-musllinux_1_2_aarch64.whl", hash = "sha256:f335c2ace907800a23bbb7bc6e15acc7fff659b86a2d5858817f6ed79cea07cf", size = 2883301 },
+    { url = "https://files.pythonhosted.org/packages/74/a1/a626fb8d2f6499d3e05971b2dcd33d770244722ee52f7d2c4ab636c1157f/primp-0.6.3-cp38-abi3-musllinux_1_2_aarch64.whl", hash = "sha256:d3cd9a22b97f3eae42b2a5fb99f00480daf4cd6d9b139e05b0ffb03f7cc037f3", size = 2900573 },
-    { url = "https://files.pythonhosted.org/packages/e5/dd/262d646a981802035f585b369ee93cc5187d05eb3b0f41e1b81020f56da2/primp-0.6.1-cp38-abi3-musllinux_1_2_x86_64.whl", hash = "sha256:5dc15bd9d47ded7bc356fcb5d8321972dcbeba18e7d3b7250e12bb7365447b2b", size = 3037325 },
+    { url = "https://files.pythonhosted.org/packages/09/55/c96cb510c9f7881fa01bc7b269e446d32635ab9f0adbd36918c69b45a140/primp-0.6.3-cp38-abi3-musllinux_1_2_x86_64.whl", hash = "sha256:7732bec917e2d3c48a31cdb92e1250f4ad6203a1aa4f802bd9abd84f2286a1e0", size = 3058818 },
-    { url = "https://files.pythonhosted.org/packages/e6/69/c30564f546dc2c1f118526d2f1dc17d8440b2fe2c574018333881450a860/primp-0.6.1-cp38-abi3-win_amd64.whl", hash = "sha256:eebf0412ebba4089547b16b97b765d83f69f1433d811bb02b02cdcdbca20f672", size = 2736167 },
+    { url = "https://files.pythonhosted.org/packages/98/de/5c1dab24c1bff7933d0e4e8f4d0f46b66fc23531258d8433789c4468cac3/primp-0.6.3-cp38-abi3-win_amd64.whl", hash = "sha256:1e4113c34b86c676ae321af185f03a372caef3ee009f1682c2d62e30ec87348c", size = 2757631 },
 ]
 
 [[package]]
@@ -2766,6 +2977,31 @@ wheels = [
     { url = "https://files.pythonhosted.org/packages/7b/08/9c66c269b0d417a0af9fb969535f0371b8c538633535a7a6a5ca3f9231e2/psycopg2_binary-2.9.9-cp312-cp312-win_amd64.whl", hash = "sha256:81ff62668af011f9a48787564ab7eded4e9fb17a4a6a74af5ffa6a457400d2ab", size = 1163864 },
 ]
 
+[[package]]
+name = "pyarrow"
+version = "17.0.0"
+source = { registry = "https://pypi.org/simple" }
+dependencies = [
+    { name = "numpy" },
+]
+sdist = { url = "https://files.pythonhosted.org/packages/27/4e/ea6d43f324169f8aec0e57569443a38bab4b398d09769ca64f7b4d467de3/pyarrow-17.0.0.tar.gz", hash = "sha256:4beca9521ed2c0921c1023e68d097d0299b62c362639ea315572a58f3f50fd28", size = 1112479 }
+wheels = [
+    { url = "https://files.pythonhosted.org/packages/f9/46/ce89f87c2936f5bb9d879473b9663ce7a4b1f4359acc2f0eb39865eaa1af/pyarrow-17.0.0-cp311-cp311-macosx_10_15_x86_64.whl", hash = "sha256:1c8856e2ef09eb87ecf937104aacfa0708f22dfeb039c363ec99735190ffb977", size = 29028748 },
+    { url = "https://files.pythonhosted.org/packages/8d/8e/ce2e9b2146de422f6638333c01903140e9ada244a2a477918a368306c64c/pyarrow-17.0.0-cp311-cp311-macosx_11_0_arm64.whl", hash = "sha256:2e19f569567efcbbd42084e87f948778eb371d308e137a0f97afe19bb860ccb3", size = 27190965 },
+    { url = "https://files.pythonhosted.org/packages/3b/c8/5675719570eb1acd809481c6d64e2136ffb340bc387f4ca62dce79516cea/pyarrow-17.0.0-cp311-cp311-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:6b244dc8e08a23b3e352899a006a26ae7b4d0da7bb636872fa8f5884e70acf15", size = 39269081 },
+    { url = "https://files.pythonhosted.org/packages/5e/78/3931194f16ab681ebb87ad252e7b8d2c8b23dad49706cadc865dff4a1dd3/pyarrow-17.0.0-cp311-cp311-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:0b72e87fe3e1db343995562f7fff8aee354b55ee83d13afba65400c178ab2597", size = 39864921 },
+    { url = "https://files.pythonhosted.org/packages/d8/81/69b6606093363f55a2a574c018901c40952d4e902e670656d18213c71ad7/pyarrow-17.0.0-cp311-cp311-manylinux_2_28_aarch64.whl", hash = "sha256:dc5c31c37409dfbc5d014047817cb4ccd8c1ea25d19576acf1a001fe07f5b420", size = 38740798 },
+    { url = "https://files.pythonhosted.org/packages/4c/21/9ca93b84b92ef927814cb7ba37f0774a484c849d58f0b692b16af8eebcfb/pyarrow-17.0.0-cp311-cp311-manylinux_2_28_x86_64.whl", hash = "sha256:e3343cb1e88bc2ea605986d4b94948716edc7a8d14afd4e2c097232f729758b4", size = 39871877 },
+    { url = "https://files.pythonhosted.org/packages/30/d1/63a7c248432c71c7d3ee803e706590a0b81ce1a8d2b2ae49677774b813bb/pyarrow-17.0.0-cp311-cp311-win_amd64.whl", hash = "sha256:a27532c38f3de9eb3e90ecab63dfda948a8ca859a66e3a47f5f42d1e403c4d03", size = 25151089 },
+    { url = "https://files.pythonhosted.org/packages/d4/62/ce6ac1275a432b4a27c55fe96c58147f111d8ba1ad800a112d31859fae2f/pyarrow-17.0.0-cp312-cp312-macosx_10_15_x86_64.whl", hash = "sha256:9b8a823cea605221e61f34859dcc03207e52e409ccf6354634143e23af7c8d22", size = 29019418 },
+    { url = "https://files.pythonhosted.org/packages/8e/0a/dbd0c134e7a0c30bea439675cc120012337202e5fac7163ba839aa3691d2/pyarrow-17.0.0-cp312-cp312-macosx_11_0_arm64.whl", hash = "sha256:f1e70de6cb5790a50b01d2b686d54aaf73da01266850b05e3af2a1bc89e16053", size = 27152197 },
+    { url = "https://files.pythonhosted.org/packages/cb/05/3f4a16498349db79090767620d6dc23c1ec0c658a668d61d76b87706c65d/pyarrow-17.0.0-cp312-cp312-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:0071ce35788c6f9077ff9ecba4858108eebe2ea5a3f7cf2cf55ebc1dbc6ee24a", size = 39263026 },
+    { url = "https://files.pythonhosted.org/packages/c2/0c/ea2107236740be8fa0e0d4a293a095c9f43546a2465bb7df34eee9126b09/pyarrow-17.0.0-cp312-cp312-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:757074882f844411fcca735e39aae74248a1531367a7c80799b4266390ae51cc", size = 39880798 },
+    { url = "https://files.pythonhosted.org/packages/f6/b0/b9164a8bc495083c10c281cc65064553ec87b7537d6f742a89d5953a2a3e/pyarrow-17.0.0-cp312-cp312-manylinux_2_28_aarch64.whl", hash = "sha256:9ba11c4f16976e89146781a83833df7f82077cdab7dc6232c897789343f7891a", size = 38715172 },
+    { url = "https://files.pythonhosted.org/packages/f1/c4/9625418a1413005e486c006e56675334929fad864347c5ae7c1b2e7fe639/pyarrow-17.0.0-cp312-cp312-manylinux_2_28_x86_64.whl", hash = "sha256:b0c6ac301093b42d34410b187bba560b17c0330f64907bfa4f7f7f2444b0cf9b", size = 39874508 },
+    { url = "https://files.pythonhosted.org/packages/ae/49/baafe2a964f663413be3bd1cf5c45ed98c5e42e804e2328e18f4570027c1/pyarrow-17.0.0-cp312-cp312-win_amd64.whl", hash = "sha256:392bc9feabc647338e6c89267635e111d71edad5fcffba204425a7c8d13610d7", size = 25099235 },
+]
+
 [[package]]
 name = "pyasn1"
 version = "0.6.0"
@@ -2909,6 +3145,24 @@ crypto = [
     { name = "cryptography" },
 ]
 
+[[package]]
+name = "pymilvus"
+version = "2.4.6"
+source = { registry = "https://pypi.org/simple" }
+dependencies = [
+    { name = "environs" },
+    { name = "grpcio" },
+    { name = "milvus-lite", marker = "sys_platform != 'win32'" },
+    { name = "pandas" },
+    { name = "protobuf" },
+    { name = "setuptools" },
+    { name = "ujson" },
+]
+sdist = { url = "https://files.pythonhosted.org/packages/40/20/203f77e8c35cac3e462307ba216c00525fd895618921d918fe814d426155/pymilvus-2.4.6.tar.gz", hash = "sha256:6ac3eb91c92cc01bbe444fe83f895f02d7b2546d96ac67998630bf31ac074d66", size = 1214006 }
+wheels = [
+    { url = "https://files.pythonhosted.org/packages/1b/41/af144715fc246ee2232e609bf93ab7cfd4b417e14087606fd6d93cce7336/pymilvus-2.4.6-py3-none-any.whl", hash = "sha256:b4c43472edc313b845d313be50610e19054e6954b2c5c3b515565c596c2d3d97", size = 197837 },
+]
+
 [[package]]
 name = "pymongo"
 version = "4.8.0"
@@ -3633,6 +3887,15 @@ wheels = [
     { url = "https://files.pythonhosted.org/packages/d9/5a/e7c31adbe875f2abbb91bd84cf2dc52d792b5a01506781dbcf25c91daf11/six-1.16.0-py2.py3-none-any.whl", hash = "sha256:8abb2f1d86890a2dfb989f9a77cfcfd3e47c2a354b01111771326f8aa26e0254", size = 11053 },
 ]
 
+[[package]]
+name = "smmap"
+version = "5.0.1"
+source = { registry = "https://pypi.org/simple" }
+sdist = { url = "https://files.pythonhosted.org/packages/88/04/b5bf6d21dc4041000ccba7eb17dd3055feb237e7ffc2c20d3fae3af62baa/smmap-5.0.1.tar.gz", hash = "sha256:dceeb6c0028fdb6734471eb07c0cd2aae706ccaecab45965ee83f11c8d3b1f62", size = 22291 }
+wheels = [
+    { url = "https://files.pythonhosted.org/packages/a7/a5/10f97f73544edcdef54409f1d839f6049a0d79df68adbc1ceb24d1aaca42/smmap-5.0.1-py3-none-any.whl", hash = "sha256:e6d8668fa5f93e706934a62d7b4db19c8d9eb8cf2adbb75ef1b675aa332b69da", size = 24282 },
+]
+
 [[package]]
 name = "sniffio"
 version = "1.3.1"
@@ -4278,6 +4541,59 @@ wheels = [
     { url = "https://files.pythonhosted.org/packages/a7/ea/53d1fe468e63e092cf16e2c18d16f50c29851242f9dd12d6a66e0d7f0d02/XlsxWriter-3.2.0-py3-none-any.whl", hash = "sha256:ecfd5405b3e0e228219bcaf24c2ca0915e012ca9464a14048021d21a995d490e", size = 159925 },
 ]
 
+[[package]]
+name = "xxhash"
+version = "3.5.0"
+source = { registry = "https://pypi.org/simple" }
+sdist = { url = "https://files.pythonhosted.org/packages/00/5e/d6e5258d69df8b4ed8c83b6664f2b47d30d2dec551a29ad72a6c69eafd31/xxhash-3.5.0.tar.gz", hash = "sha256:84f2caddf951c9cbf8dc2e22a89d4ccf5d86391ac6418fe81e3c67d0cf60b45f", size = 84241 }
+wheels = [
+    { url = "https://files.pythonhosted.org/packages/b8/c7/afed0f131fbda960ff15eee7f304fa0eeb2d58770fade99897984852ef23/xxhash-3.5.0-cp311-cp311-macosx_10_9_x86_64.whl", hash = "sha256:02c2e816896dc6f85922ced60097bcf6f008dedfc5073dcba32f9c8dd786f3c1", size = 31969 },
+    { url = "https://files.pythonhosted.org/packages/8c/0c/7c3bc6d87e5235672fcc2fb42fd5ad79fe1033925f71bf549ee068c7d1ca/xxhash-3.5.0-cp311-cp311-macosx_11_0_arm64.whl", hash = "sha256:6027dcd885e21581e46d3c7f682cfb2b870942feeed58a21c29583512c3f09f8", size = 30800 },
+    { url = "https://files.pythonhosted.org/packages/04/9e/01067981d98069eec1c20201f8c145367698e9056f8bc295346e4ea32dd1/xxhash-3.5.0-cp311-cp311-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:1308fa542bbdbf2fa85e9e66b1077eea3a88bef38ee8a06270b4298a7a62a166", size = 221566 },
+    { url = "https://files.pythonhosted.org/packages/d4/09/d4996de4059c3ce5342b6e1e6a77c9d6c91acce31f6ed979891872dd162b/xxhash-3.5.0-cp311-cp311-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:c28b2fdcee797e1c1961cd3bcd3d545cab22ad202c846235197935e1df2f8ef7", size = 201214 },
+    { url = "https://files.pythonhosted.org/packages/62/f5/6d2dc9f8d55a7ce0f5e7bfef916e67536f01b85d32a9fbf137d4cadbee38/xxhash-3.5.0-cp311-cp311-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:924361811732ddad75ff23e90efd9ccfda4f664132feecb90895bade6a1b4623", size = 429433 },
+    { url = "https://files.pythonhosted.org/packages/d9/72/9256303f10e41ab004799a4aa74b80b3c5977d6383ae4550548b24bd1971/xxhash-3.5.0-cp311-cp311-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:89997aa1c4b6a5b1e5b588979d1da048a3c6f15e55c11d117a56b75c84531f5a", size = 194822 },
+    { url = "https://files.pythonhosted.org/packages/34/92/1a3a29acd08248a34b0e6a94f4e0ed9b8379a4ff471f1668e4dce7bdbaa8/xxhash-3.5.0-cp311-cp311-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:685c4f4e8c59837de103344eb1c8a3851f670309eb5c361f746805c5471b8c88", size = 208538 },
+    { url = "https://files.pythonhosted.org/packages/53/ad/7fa1a109663366de42f724a1cdb8e796a260dbac45047bce153bc1e18abf/xxhash-3.5.0-cp311-cp311-musllinux_1_2_aarch64.whl", hash = "sha256:dbd2ecfbfee70bc1a4acb7461fa6af7748ec2ab08ac0fa298f281c51518f982c", size = 216953 },
+    { url = "https://files.pythonhosted.org/packages/35/02/137300e24203bf2b2a49b48ce898ecce6fd01789c0fcd9c686c0a002d129/xxhash-3.5.0-cp311-cp311-musllinux_1_2_i686.whl", hash = "sha256:25b5a51dc3dfb20a10833c8eee25903fd2e14059e9afcd329c9da20609a307b2", size = 203594 },
+    { url = "https://files.pythonhosted.org/packages/23/03/aeceb273933d7eee248c4322b98b8e971f06cc3880e5f7602c94e5578af5/xxhash-3.5.0-cp311-cp311-musllinux_1_2_ppc64le.whl", hash = "sha256:a8fb786fb754ef6ff8c120cb96629fb518f8eb5a61a16aac3a979a9dbd40a084", size = 210971 },
+    { url = "https://files.pythonhosted.org/packages/e3/64/ed82ec09489474cbb35c716b189ddc1521d8b3de12b1b5ab41ce7f70253c/xxhash-3.5.0-cp311-cp311-musllinux_1_2_s390x.whl", hash = "sha256:a905ad00ad1e1c34fe4e9d7c1d949ab09c6fa90c919860c1534ff479f40fd12d", size = 415050 },
+    { url = "https://files.pythonhosted.org/packages/71/43/6db4c02dcb488ad4e03bc86d70506c3d40a384ee73c9b5c93338eb1f3c23/xxhash-3.5.0-cp311-cp311-musllinux_1_2_x86_64.whl", hash = "sha256:963be41bcd49f53af6d795f65c0da9b4cc518c0dd9c47145c98f61cb464f4839", size = 192216 },
+    { url = "https://files.pythonhosted.org/packages/22/6d/db4abec29e7a567455344433d095fdb39c97db6955bb4a2c432e486b4d28/xxhash-3.5.0-cp311-cp311-win32.whl", hash = "sha256:109b436096d0a2dd039c355fa3414160ec4d843dfecc64a14077332a00aeb7da", size = 30120 },
+    { url = "https://files.pythonhosted.org/packages/52/1c/fa3b61c0cf03e1da4767213672efe186b1dfa4fc901a4a694fb184a513d1/xxhash-3.5.0-cp311-cp311-win_amd64.whl", hash = "sha256:b702f806693201ad6c0a05ddbbe4c8f359626d0b3305f766077d51388a6bac58", size = 30003 },
+    { url = "https://files.pythonhosted.org/packages/6b/8e/9e6fc572acf6e1cc7ccb01973c213f895cb8668a9d4c2b58a99350da14b7/xxhash-3.5.0-cp311-cp311-win_arm64.whl", hash = "sha256:c4dcb4120d0cc3cc448624147dba64e9021b278c63e34a38789b688fd0da9bf3", size = 26777 },
+    { url = "https://files.pythonhosted.org/packages/07/0e/1bfce2502c57d7e2e787600b31c83535af83746885aa1a5f153d8c8059d6/xxhash-3.5.0-cp312-cp312-macosx_10_9_x86_64.whl", hash = "sha256:14470ace8bd3b5d51318782cd94e6f94431974f16cb3b8dc15d52f3b69df8e00", size = 31969 },
+    { url = "https://files.pythonhosted.org/packages/3f/d6/8ca450d6fe5b71ce521b4e5db69622383d039e2b253e9b2f24f93265b52c/xxhash-3.5.0-cp312-cp312-macosx_11_0_arm64.whl", hash = "sha256:59aa1203de1cb96dbeab595ded0ad0c0056bb2245ae11fac11c0ceea861382b9", size = 30787 },
+    { url = "https://files.pythonhosted.org/packages/5b/84/de7c89bc6ef63d750159086a6ada6416cc4349eab23f76ab870407178b93/xxhash-3.5.0-cp312-cp312-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:08424f6648526076e28fae6ea2806c0a7d504b9ef05ae61d196d571e5c879c84", size = 220959 },
+    { url = "https://files.pythonhosted.org/packages/fe/86/51258d3e8a8545ff26468c977101964c14d56a8a37f5835bc0082426c672/xxhash-3.5.0-cp312-cp312-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:61a1ff00674879725b194695e17f23d3248998b843eb5e933007ca743310f793", size = 200006 },
+    { url = "https://files.pythonhosted.org/packages/02/0a/96973bd325412feccf23cf3680fd2246aebf4b789122f938d5557c54a6b2/xxhash-3.5.0-cp312-cp312-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:f2f2c61bee5844d41c3eb015ac652a0229e901074951ae48581d58bfb2ba01be", size = 428326 },
+    { url = "https://files.pythonhosted.org/packages/11/a7/81dba5010f7e733de88af9555725146fc133be97ce36533867f4c7e75066/xxhash-3.5.0-cp312-cp312-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:9d32a592cac88d18cc09a89172e1c32d7f2a6e516c3dfde1b9adb90ab5df54a6", size = 194380 },
+    { url = "https://files.pythonhosted.org/packages/fb/7d/f29006ab398a173f4501c0e4977ba288f1c621d878ec217b4ff516810c04/xxhash-3.5.0-cp312-cp312-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:70dabf941dede727cca579e8c205e61121afc9b28516752fd65724be1355cc90", size = 207934 },
+    { url = "https://files.pythonhosted.org/packages/8a/6e/6e88b8f24612510e73d4d70d9b0c7dff62a2e78451b9f0d042a5462c8d03/xxhash-3.5.0-cp312-cp312-musllinux_1_2_aarch64.whl", hash = "sha256:e5d0ddaca65ecca9c10dcf01730165fd858533d0be84c75c327487c37a906a27", size = 216301 },
+    { url = "https://files.pythonhosted.org/packages/af/51/7862f4fa4b75a25c3b4163c8a873f070532fe5f2d3f9b3fc869c8337a398/xxhash-3.5.0-cp312-cp312-musllinux_1_2_i686.whl", hash = "sha256:3e5b5e16c5a480fe5f59f56c30abdeba09ffd75da8d13f6b9b6fd224d0b4d0a2", size = 203351 },
+    { url = "https://files.pythonhosted.org/packages/22/61/8d6a40f288f791cf79ed5bb113159abf0c81d6efb86e734334f698eb4c59/xxhash-3.5.0-cp312-cp312-musllinux_1_2_ppc64le.whl", hash = "sha256:149b7914451eb154b3dfaa721315117ea1dac2cc55a01bfbd4df7c68c5dd683d", size = 210294 },
+    { url = "https://files.pythonhosted.org/packages/17/02/215c4698955762d45a8158117190261b2dbefe9ae7e5b906768c09d8bc74/xxhash-3.5.0-cp312-cp312-musllinux_1_2_s390x.whl", hash = "sha256:eade977f5c96c677035ff39c56ac74d851b1cca7d607ab3d8f23c6b859379cab", size = 414674 },
+    { url = "https://files.pythonhosted.org/packages/31/5c/b7a8db8a3237cff3d535261325d95de509f6a8ae439a5a7a4ffcff478189/xxhash-3.5.0-cp312-cp312-musllinux_1_2_x86_64.whl", hash = "sha256:fa9f547bd98f5553d03160967866a71056a60960be00356a15ecc44efb40ba8e", size = 192022 },
+    { url = "https://files.pythonhosted.org/packages/78/e3/dd76659b2811b3fd06892a8beb850e1996b63e9235af5a86ea348f053e9e/xxhash-3.5.0-cp312-cp312-win32.whl", hash = "sha256:f7b58d1fd3551b8c80a971199543379be1cee3d0d409e1f6d8b01c1a2eebf1f8", size = 30170 },
+    { url = "https://files.pythonhosted.org/packages/d9/6b/1c443fe6cfeb4ad1dcf231cdec96eb94fb43d6498b4469ed8b51f8b59a37/xxhash-3.5.0-cp312-cp312-win_amd64.whl", hash = "sha256:fa0cafd3a2af231b4e113fba24a65d7922af91aeb23774a8b78228e6cd785e3e", size = 30040 },
+    { url = "https://files.pythonhosted.org/packages/0f/eb/04405305f290173acc0350eba6d2f1a794b57925df0398861a20fbafa415/xxhash-3.5.0-cp312-cp312-win_arm64.whl", hash = "sha256:586886c7e89cb9828bcd8a5686b12e161368e0064d040e225e72607b43858ba2", size = 26796 },
+    { url = "https://files.pythonhosted.org/packages/c9/b8/e4b3ad92d249be5c83fa72916c9091b0965cb0faeff05d9a0a3870ae6bff/xxhash-3.5.0-cp313-cp313-macosx_10_13_x86_64.whl", hash = "sha256:37889a0d13b0b7d739cfc128b1c902f04e32de17b33d74b637ad42f1c55101f6", size = 31795 },
+    { url = "https://files.pythonhosted.org/packages/fc/d8/b3627a0aebfbfa4c12a41e22af3742cf08c8ea84f5cc3367b5de2d039cce/xxhash-3.5.0-cp313-cp313-macosx_11_0_arm64.whl", hash = "sha256:97a662338797c660178e682f3bc180277b9569a59abfb5925e8620fba00b9fc5", size = 30792 },
+    { url = "https://files.pythonhosted.org/packages/c3/cc/762312960691da989c7cd0545cb120ba2a4148741c6ba458aa723c00a3f8/xxhash-3.5.0-cp313-cp313-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:7f85e0108d51092bdda90672476c7d909c04ada6923c14ff9d913c4f7dc8a3bc", size = 220950 },
+    { url = "https://files.pythonhosted.org/packages/fe/e9/cc266f1042c3c13750e86a535496b58beb12bf8c50a915c336136f6168dc/xxhash-3.5.0-cp313-cp313-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:cd2fd827b0ba763ac919440042302315c564fdb797294d86e8cdd4578e3bc7f3", size = 199980 },
+    { url = "https://files.pythonhosted.org/packages/bf/85/a836cd0dc5cc20376de26b346858d0ac9656f8f730998ca4324921a010b9/xxhash-3.5.0-cp313-cp313-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:82085c2abec437abebf457c1d12fccb30cc8b3774a0814872511f0f0562c768c", size = 428324 },
+    { url = "https://files.pythonhosted.org/packages/b4/0e/15c243775342ce840b9ba34aceace06a1148fa1630cd8ca269e3223987f5/xxhash-3.5.0-cp313-cp313-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:07fda5de378626e502b42b311b049848c2ef38784d0d67b6f30bb5008642f8eb", size = 194370 },
+    { url = "https://files.pythonhosted.org/packages/87/a1/b028bb02636dfdc190da01951d0703b3d904301ed0ef6094d948983bef0e/xxhash-3.5.0-cp313-cp313-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:c279f0d2b34ef15f922b77966640ade58b4ccdfef1c4d94b20f2a364617a493f", size = 207911 },
+    { url = "https://files.pythonhosted.org/packages/80/d5/73c73b03fc0ac73dacf069fdf6036c9abad82de0a47549e9912c955ab449/xxhash-3.5.0-cp313-cp313-musllinux_1_2_aarch64.whl", hash = "sha256:89e66ceed67b213dec5a773e2f7a9e8c58f64daeb38c7859d8815d2c89f39ad7", size = 216352 },
+    { url = "https://files.pythonhosted.org/packages/b6/2a/5043dba5ddbe35b4fe6ea0a111280ad9c3d4ba477dd0f2d1fe1129bda9d0/xxhash-3.5.0-cp313-cp313-musllinux_1_2_i686.whl", hash = "sha256:bcd51708a633410737111e998ceb3b45d3dbc98c0931f743d9bb0a209033a326", size = 203410 },
+    { url = "https://files.pythonhosted.org/packages/a2/b2/9a8ded888b7b190aed75b484eb5c853ddd48aa2896e7b59bbfbce442f0a1/xxhash-3.5.0-cp313-cp313-musllinux_1_2_ppc64le.whl", hash = "sha256:3ff2c0a34eae7df88c868be53a8dd56fbdf592109e21d4bfa092a27b0bf4a7bf", size = 210322 },
+    { url = "https://files.pythonhosted.org/packages/98/62/440083fafbc917bf3e4b67c2ade621920dd905517e85631c10aac955c1d2/xxhash-3.5.0-cp313-cp313-musllinux_1_2_s390x.whl", hash = "sha256:4e28503dccc7d32e0b9817aa0cbfc1f45f563b2c995b7a66c4c8a0d232e840c7", size = 414725 },
+    { url = "https://files.pythonhosted.org/packages/75/db/009206f7076ad60a517e016bb0058381d96a007ce3f79fa91d3010f49cc2/xxhash-3.5.0-cp313-cp313-musllinux_1_2_x86_64.whl", hash = "sha256:a6c50017518329ed65a9e4829154626f008916d36295b6a3ba336e2458824c8c", size = 192070 },
+    { url = "https://files.pythonhosted.org/packages/1f/6d/c61e0668943a034abc3a569cdc5aeae37d686d9da7e39cf2ed621d533e36/xxhash-3.5.0-cp313-cp313-win32.whl", hash = "sha256:53a068fe70301ec30d868ece566ac90d873e3bb059cf83c32e76012c889b8637", size = 30172 },
+    { url = "https://files.pythonhosted.org/packages/96/14/8416dce965f35e3d24722cdf79361ae154fa23e2ab730e5323aa98d7919e/xxhash-3.5.0-cp313-cp313-win_amd64.whl", hash = "sha256:80babcc30e7a1a484eab952d76a4f4673ff601f54d5142c26826502740e70b43", size = 30041 },
+    { url = "https://files.pythonhosted.org/packages/27/ee/518b72faa2073f5aa8e3262408d284892cb79cf2754ba0c3a5870645ef73/xxhash-3.5.0-cp313-cp313-win_arm64.whl", hash = "sha256:4811336f1ce11cac89dcbd18f3a25c527c16311709a89313c3acaf771def2d4b", size = 26801 },
+]
+
 [[package]]
 name = "yarl"
 version = "1.9.4"