Chat.svelte 31.7 KB
Newer Older
1
2
3
<script lang="ts">
	import { v4 as uuidv4 } from 'uuid';
	import { toast } from 'svelte-sonner';
4
	import mermaid from 'mermaid';
5
6
7
8
9

	import { getContext, onMount, tick } from 'svelte';
	import { goto } from '$app/navigation';
	import { page } from '$app/stores';

Timothy J. Baek's avatar
Timothy J. Baek committed
10
11
12
13
	import type { Writable } from 'svelte/store';
	import type { i18n as i18nType } from 'i18next';
	import { OLLAMA_API_BASE_URL, OPENAI_API_BASE_URL, WEBUI_BASE_URL } from '$lib/constants';

14
15
16
17
	import {
		chatId,
		chats,
		config,
18
		type Model,
19
20
21
22
		models,
		settings,
		showSidebar,
		tags as _tags,
Timothy J. Baek's avatar
Timothy J. Baek committed
23
		WEBUI_NAME,
24
		banners,
25
		user,
Timothy J. Baek's avatar
refac  
Timothy J. Baek committed
26
27
		socket,
		showCallOverlay
28
	} from '$lib/stores';
29
30
31
32
33
34
	import {
		convertMessagesToHistory,
		copyToClipboard,
		promptTemplate,
		splitStream
	} from '$lib/utils';
35

36
	import { generateChatCompletion } from '$lib/apis/ollama';
37
38
39
40
41
42
43
44
45
46
	import {
		addTagById,
		createNewChat,
		deleteTagById,
		getAllChatTags,
		getChatById,
		getChatList,
		getTagsById,
		updateChatById
	} from '$lib/apis/chats';
Timothy J. Baek's avatar
Timothy J. Baek committed
47
	import { generateOpenAIChatCompletion } from '$lib/apis/openai';
Timothy J. Baek's avatar
Timothy J. Baek committed
48
49
50
51
	import { runWebSearch } from '$lib/apis/rag';
	import { createOpenAITextStream } from '$lib/apis/streaming';
	import { queryMemory } from '$lib/apis/memories';
	import { getUserSettings } from '$lib/apis/users';
Timothy J. Baek's avatar
Timothy J. Baek committed
52
	import { chatCompleted, generateTitle, generateSearchQuery } from '$lib/apis';
53

Timothy J. Baek's avatar
Timothy J. Baek committed
54
	import Banner from '../common/Banner.svelte';
55
56
57
	import MessageInput from '$lib/components/chat/MessageInput.svelte';
	import Messages from '$lib/components/chat/Messages.svelte';
	import Navbar from '$lib/components/layout/Navbar.svelte';
Timothy J. Baek's avatar
refac  
Timothy J. Baek committed
58
	import CallOverlay from './MessageInput/CallOverlay.svelte';
Timothy J. Baek's avatar
Timothy J. Baek committed
59
	import { error } from '@sveltejs/kit';
Timothy J. Baek's avatar
refac  
Timothy J. Baek committed
60

61
62
63
64
65
66
67
68
69
70
71
72
73
	const i18n: Writable<i18nType> = getContext('i18n');

	export let chatIdProp = '';
	let loaded = false;

	let stopResponseFlag = false;
	let autoScroll = true;
	let processing = '';
	let messagesContainerElement: HTMLDivElement;

	let showModelSelector = true;

	let selectedModels = [''];
74
	let atSelectedModel: Model | undefined;
75

Timothy J. Baek's avatar
Timothy J. Baek committed
76
	let webSearchEnabled = false;
77

78
79
80
81
82
83
84
85
86
87
88
89
90
91
92
93
94
95
96
97
98
99
100
101
102
103
104
105
106
107
108
109
110
111
112
113
114
115
116
117
118
119
	let chat = null;
	let tags = [];

	let title = '';
	let prompt = '';
	let files = [];
	let messages = [];
	let history = {
		messages: {},
		currentId: null
	};

	$: if (history.currentId !== null) {
		let _messages = [];

		let currentMessage = history.messages[history.currentId];
		while (currentMessage !== null) {
			_messages.unshift({ ...currentMessage });
			currentMessage =
				currentMessage.parentId !== null ? history.messages[currentMessage.parentId] : null;
		}
		messages = _messages;
	} else {
		messages = [];
	}

	$: if (chatIdProp) {
		(async () => {
			if (await loadChat()) {
				await tick();
				loaded = true;

				window.setTimeout(() => scrollToBottom(), 0);
				const chatInput = document.getElementById('chat-textarea');
				chatInput?.focus();
			} else {
				await goto('/');
			}
		})();
	}

	onMount(async () => {
Timothy J. Baek's avatar
Timothy J. Baek committed
120
		if (!$chatId) {
121
122
123
124
125
126
127
128
129
130
131
132
133
134
135
136
137
138
139
140
141
142
143
144
145
146
147
148
149
150
			await initNewChat();
		} else {
			if (!($settings.saveChatHistory ?? true)) {
				await goto('/');
			}
		}
	});

	//////////////////////////
	// Web functions
	//////////////////////////

	const initNewChat = async () => {
		window.history.replaceState(history.state, '', `/`);
		await chatId.set('');

		autoScroll = true;

		title = '';
		messages = [];
		history = {
			messages: {},
			currentId: null
		};

		if ($page.url.searchParams.get('models')) {
			selectedModels = $page.url.searchParams.get('models')?.split(',');
		} else if ($settings?.models) {
			selectedModels = $settings?.models;
		} else if ($config?.default_models) {
151
			console.log($config?.default_models.split(',') ?? '');
152
153
154
155
156
157
158
			selectedModels = $config?.default_models.split(',');
		} else {
			selectedModels = [''];
		}

		if ($page.url.searchParams.get('q')) {
			prompt = $page.url.searchParams.get('q') ?? '';
Timothy J. Baek's avatar
Timothy J. Baek committed
159

160
161
162
163
164
165
166
167
168
169
			if (prompt) {
				await tick();
				submitPrompt(prompt);
			}
		}

		selectedModels = selectedModels.map((modelId) =>
			$models.map((m) => m.id).includes(modelId) ? modelId : ''
		);

170
171
172
173
174
175
176
		const userSettings = await getUserSettings(localStorage.token);

		if (userSettings) {
			settings.set(userSettings.ui);
		} else {
			settings.set(JSON.parse(localStorage.getItem('settings') ?? '{}'));
		}
177
178
179
180
181
182
183
184
185
186
187
188
189
190
191
192
193
194
195
196
197
198
199
200
201
202
203
204
205

		const chatInput = document.getElementById('chat-textarea');
		setTimeout(() => chatInput?.focus(), 0);
	};

	const loadChat = async () => {
		chatId.set(chatIdProp);
		chat = await getChatById(localStorage.token, $chatId).catch(async (error) => {
			await goto('/');
			return null;
		});

		if (chat) {
			tags = await getTags();
			const chatContent = chat.chat;

			if (chatContent) {
				console.log(chatContent);

				selectedModels =
					(chatContent?.models ?? undefined) !== undefined
						? chatContent.models
						: [chatContent.models ?? ''];
				history =
					(chatContent?.history ?? undefined) !== undefined
						? chatContent.history
						: convertMessagesToHistory(chatContent.messages);
				title = chatContent.title;

206
207
208
209
210
211
212
213
				const userSettings = await getUserSettings(localStorage.token);

				if (userSettings) {
					await settings.set(userSettings.ui);
				} else {
					await settings.set(JSON.parse(localStorage.getItem('settings') ?? '{}'));
				}

214
				await settings.set({
215
216
217
					...$settings,
					system: chatContent.system ?? $settings.system,
					params: chatContent.options ?? $settings.params
218
				});
219

220
221
222
223
224
225
226
227
228
229
230
231
232
233
234
235
236
237
238
239
240
241
				autoScroll = true;
				await tick();

				if (messages.length > 0) {
					history.messages[messages.at(-1).id].done = true;
				}
				await tick();

				return true;
			} else {
				return null;
			}
		}
	};

	const scrollToBottom = async () => {
		await tick();
		if (messagesContainerElement) {
			messagesContainerElement.scrollTop = messagesContainerElement.scrollHeight;
		}
	};

242
243
244
245
246
247
248
249
250
	const createMessagesList = (responseMessageId) => {
		const message = history.messages[responseMessageId];
		if (message.parentId) {
			return [...createMessagesList(message.parentId), message];
		} else {
			return [message];
		}
	};

Timothy J. Baek's avatar
Timothy J. Baek committed
251
	const chatCompletedHandler = async (modelId, messages) => {
252
253
254
255
256
		await mermaid.run({
			querySelector: '.mermaid'
		});

		const res = await chatCompleted(localStorage.token, {
Timothy J. Baek's avatar
Timothy J. Baek committed
257
			model: modelId,
258
259
260
261
262
263
264
265
266
267
268
269
270
271
272
273
274
275
276
277
278
279
280
281
282
283
			messages: messages.map((m) => ({
				id: m.id,
				role: m.role,
				content: m.content,
				timestamp: m.timestamp
			})),
			chat_id: $chatId
		}).catch((error) => {
			console.error(error);
			return null;
		});

		if (res !== null) {
			// Update chat history with the new messages
			for (const message of res.messages) {
				history.messages[message.id] = {
					...history.messages[message.id],
					...(history.messages[message.id].content !== message.content
						? { originalContent: history.messages[message.id].content }
						: {}),
					...message
				};
			}
		}
	};

284
285
286
287
288
289
290
291
292
293
	const getChatEventEmitter = async (modelId: string, chatId: string = '') => {
		return setInterval(() => {
			$socket?.emit('usage', {
				action: 'chat',
				model: modelId,
				chat_id: chatId
			});
		}, 1000);
	};

294
	//////////////////////////
Timothy J. Baek's avatar
Timothy J. Baek committed
295
	// Chat functions
296
297
298
	//////////////////////////

	const submitPrompt = async (userPrompt, _user = null) => {
Timothy J. Baek's avatar
Timothy J. Baek committed
299
		// Reset chat input textarea
Timothy J. Baek's avatar
refac  
Timothy J. Baek committed
300
301
302
303
304
305
		const chatTextAreaElement = document.getElementById('chat-textarea');

		if (chatTextAreaElement) {
			chatTextAreaElement.value = '';
			chatTextAreaElement.style.height = '';
		}
Timothy J. Baek's avatar
Timothy J. Baek committed
306

Timothy J. Baek's avatar
refac  
Timothy J. Baek committed
307
308
		prompt = '';

309
		let _responses = [];
310
311
312
313
314
315
316
317
318
319
320
321
322
323
324
325
326
327
328
329
330
331
332
333
334
335
336
337
338
339
340
341
342
343
344
345
346
347
348
349
350
351
352
353
354
355
356
357
358
359
360
361
362
363
364
365
366
367
368
369
		console.log('submitPrompt', $chatId);

		selectedModels = selectedModels.map((modelId) =>
			$models.map((m) => m.id).includes(modelId) ? modelId : ''
		);

		if (selectedModels.includes('')) {
			toast.error($i18n.t('Model not selected'));
		} else if (messages.length != 0 && messages.at(-1).done != true) {
			// Response not done
			console.log('wait');
		} else if (
			files.length > 0 &&
			files.filter((file) => file.upload_status === false).length > 0
		) {
			// Upload not done
			toast.error(
				$i18n.t(
					`Oops! Hold tight! Your files are still in the processing oven. We're cooking them up to perfection. Please be patient and we'll let you know once they're ready.`
				)
			);
		} else {
			// Reset chat message textarea height
			document.getElementById('chat-textarea').style.height = '';

			// Create user message
			let userMessageId = uuidv4();
			let userMessage = {
				id: userMessageId,
				parentId: messages.length !== 0 ? messages.at(-1).id : null,
				childrenIds: [],
				role: 'user',
				user: _user ?? undefined,
				content: userPrompt,
				files: files.length > 0 ? files : undefined,
				timestamp: Math.floor(Date.now() / 1000), // Unix epoch
				models: selectedModels.filter((m, mIdx) => selectedModels.indexOf(m) === mIdx)
			};

			// Add message to history and Set currentId to messageId
			history.messages[userMessageId] = userMessage;
			history.currentId = userMessageId;

			// Append messageId to childrenIds of parent message
			if (messages.length !== 0) {
				history.messages[messages.at(-1).id].childrenIds.push(userMessageId);
			}

			// Wait until history/message have been updated
			await tick();

			// Create new chat if only one message in messages
			if (messages.length == 1) {
				if ($settings.saveChatHistory ?? true) {
					chat = await createNewChat(localStorage.token, {
						id: $chatId,
						title: $i18n.t('New Chat'),
						models: selectedModels,
						system: $settings.system ?? undefined,
						options: {
Timothy J. Baek's avatar
Timothy J. Baek committed
370
							...($settings.params ?? {})
371
372
373
374
375
376
377
378
379
380
381
382
383
384
385
386
387
						},
						messages: messages,
						history: history,
						tags: [],
						timestamp: Date.now()
					});
					await chats.set(await getChatList(localStorage.token));
					await chatId.set(chat.id);
				} else {
					await chatId.set('local');
				}
				await tick();
			}

			files = [];

			// Send prompt
388
			_responses = await sendPrompt(userPrompt, userMessageId);
389
		}
390
391

		return _responses;
392
393
394
	};

	const sendPrompt = async (prompt, parentId, modelId = null) => {
395
		let _responses = [];
396
397
398
		const _chatId = JSON.parse(JSON.stringify($chatId));

		await Promise.all(
399
400
401
402
403
404
405
406
407
408
409
410
411
412
			(modelId
				? [modelId]
				: atSelectedModel !== undefined
				? [atSelectedModel.id]
				: selectedModels
			).map(async (modelId) => {
				console.log('modelId', modelId);
				const model = $models.filter((m) => m.id === modelId).at(0);

				if (model) {
					// If there are image files, check if model is vision capable
					const hasImages = messages.some((message) =>
						message.files?.some((file) => file.type === 'image')
					);
413

Timothy J. Baek's avatar
refac  
Timothy J. Baek committed
414
					if (hasImages && !(model.info?.meta?.capabilities?.vision ?? true)) {
415
416
						toast.error(
							$i18n.t('Model {{modelName}} is not vision capable', {
Timothy J. Baek's avatar
refac  
Timothy J. Baek committed
417
								modelName: model.name ?? model.id
418
419
420
							})
						);
					}
421

422
423
424
425
426
427
428
429
430
					// Create response message
					let responseMessageId = uuidv4();
					let responseMessage = {
						parentId: parentId,
						id: responseMessageId,
						childrenIds: [],
						role: 'assistant',
						content: '',
						model: model.id,
431
						modelName: model.name ?? model.id,
432
433
434
435
436
437
438
439
440
441
442
443
444
445
446
						userContext: null,
						timestamp: Math.floor(Date.now() / 1000) // Unix epoch
					};

					// Add message to history and Set currentId to messageId
					history.messages[responseMessageId] = responseMessage;
					history.currentId = responseMessageId;

					// Append messageId to childrenIds of parent message
					if (parentId !== null) {
						history.messages[parentId].childrenIds = [
							...history.messages[parentId].childrenIds,
							responseMessageId
						];
					}
447

448
449
450
451
452
453
454
455
456
457
458
459
460
461
462
463
464
465
466
467
					await tick();

					let userContext = null;
					if ($settings?.memory ?? false) {
						if (userContext === null) {
							const res = await queryMemory(localStorage.token, prompt).catch((error) => {
								toast.error(error);
								return null;
							});

							if (res) {
								if (res.documents[0].length > 0) {
									userContext = res.documents.reduce((acc, doc, index) => {
										const createdAtTimestamp = res.metadatas[index][0].created_at;
										const createdAtDate = new Date(createdAtTimestamp * 1000)
											.toISOString()
											.split('T')[0];
										acc.push(`${index + 1}. [${createdAtDate}]. ${doc[0]}`);
										return acc;
									}, []);
468
								}
469
470

								console.log(userContext);
471
472
							}
						}
473
474
					}
					responseMessage.userContext = userContext;
475

476
477
					const chatEventEmitter = await getChatEventEmitter(model.id, _chatId);

Timothy J. Baek's avatar
Timothy J. Baek committed
478
					if (webSearchEnabled) {
Timothy J. Baek's avatar
refac  
Timothy J. Baek committed
479
						await getWebSearchResults(model.id, parentId, responseMessageId);
480
					}
481

482
483
					let _response = null;

484
					if (model?.owned_by === 'openai') {
485
						_response = await sendPromptOpenAI(model, prompt, responseMessageId, _chatId);
486
					} else if (model) {
487
						_response = await sendPromptOllama(model, prompt, responseMessageId, _chatId);
488
					}
489
					_responses.push(_response);
490
491
492
493

					console.log('chatEventEmitter', chatEventEmitter);

					if (chatEventEmitter) clearInterval(chatEventEmitter);
494
495
				} else {
					toast.error($i18n.t(`Model {{modelId}} not found`, { modelId }));
496
				}
497
			})
498
499
500
		);

		await chats.set(await getChatList(localStorage.token));
501
502

		return _responses;
503
504
	};

Timothy J. Baek's avatar
refac  
Timothy J. Baek committed
505
	const getWebSearchResults = async (model: string, parentId: string, responseId: string) => {
506
		const responseMessage = history.messages[responseId];
Timothy J. Baek's avatar
refac  
Timothy J. Baek committed
507
508
509
510
511
512

		responseMessage.status = {
			done: false,
			action: 'web_search',
			description: $i18n.t('Generating search query')
		};
513
		messages = messages;
Timothy J. Baek's avatar
refac  
Timothy J. Baek committed
514

Timothy J. Baek's avatar
Timothy J. Baek committed
515
		const prompt = history.messages[parentId].content;
Timothy J. Baek's avatar
Timothy J. Baek committed
516
517
518
519
520
521
522
		let searchQuery = await generateSearchQuery(localStorage.token, model, messages, prompt).catch(
			(error) => {
				console.log(error);
				return prompt;
			}
		);

Timothy J. Baek's avatar
refac  
Timothy J. Baek committed
523
524
525
526
527
528
529
530
531
		if (!searchQuery) {
			toast.warning($i18n.t('No search query generated'));
			responseMessage.status = {
				...responseMessage.status,
				done: true,
				error: true,
				description: 'No search query generated'
			};
			messages = messages;
532
		}
Timothy J. Baek's avatar
refac  
Timothy J. Baek committed
533

Timothy J. Baek's avatar
refac  
Timothy J. Baek committed
534
535
536
537
		responseMessage.status = {
			...responseMessage.status,
			description: $i18n.t("Searching the web for '{{searchQuery}}'", { searchQuery })
		};
538
		messages = messages;
Timothy J. Baek's avatar
refac  
Timothy J. Baek committed
539

Timothy J. Baek's avatar
Timothy J. Baek committed
540
541
542
543
544
545
546
547
548
549
550
551
552
553
554
555
556
557
558
559
560
561
562
563
564
565
566
567
		const results = await runWebSearch(localStorage.token, searchQuery).catch((error) => {
			console.log(error);
			toast.error(error);

			return null;
		});

		if (results) {
			responseMessage.status = {
				...responseMessage.status,
				done: true,
				description: $i18n.t('Searched {{count}} sites', { count: results.filenames.length }),
				urls: results.filenames
			};

			if (responseMessage?.files ?? undefined === undefined) {
				responseMessage.files = [];
			}

			responseMessage.files.push({
				collection_name: results.collection_name,
				name: searchQuery,
				type: 'web_search_results',
				urls: results.filenames
			});

			messages = messages;
		} else {
Timothy J. Baek's avatar
refac  
Timothy J. Baek committed
568
569
570
571
572
573
			responseMessage.status = {
				...responseMessage.status,
				done: true,
				error: true,
				description: 'No search results found'
			};
574
575
576
577
			messages = messages;
		}
	};

578
	const sendPromptOllama = async (model, userPrompt, responseMessageId, _chatId) => {
579
580
		let _response = null;

581
		model = model.id;
582

583
584
585
586
587
588
589
590
591
592
593
594
		const responseMessage = history.messages[responseMessageId];

		// Wait until history/message have been updated
		await tick();

		// Scroll down
		scrollToBottom();

		const messagesBody = [
			$settings.system || (responseMessage?.userContext ?? null)
				? {
						role: 'system',
595
						content: `${promptTemplate($settings?.system ?? '', $user.name)}${
596
597
598
599
600
601
602
603
							responseMessage?.userContext ?? null
								? `\n\nUser Context:\n${(responseMessage?.userContext ?? []).join('\n')}`
								: ''
						}`
				  }
				: undefined,
			...messages
		]
Yanyutin753's avatar
Yanyutin753 committed
604
			.filter((message) => message?.content?.trim())
605
606
607
608
			.map((message, idx, arr) => {
				// Prepare the base message object
				const baseMessage = {
					role: message.role,
Timothy J. Baek's avatar
Timothy J. Baek committed
609
					content: message.content
610
611
612
613
614
615
616
617
618
619
620
621
622
623
624
625
626
627
628
629
630
631
632
633
634
635
636
637
638
639
640
641
642
				};

				// Extract and format image URLs if any exist
				const imageUrls = message.files
					?.filter((file) => file.type === 'image')
					.map((file) => file.url.slice(file.url.indexOf(',') + 1));

				// Add images array only if it contains elements
				if (imageUrls && imageUrls.length > 0 && message.role === 'user') {
					baseMessage.images = imageUrls;
				}
				return baseMessage;
			});

		let lastImageIndex = -1;

		// Find the index of the last object with images
		messagesBody.forEach((item, index) => {
			if (item.images) {
				lastImageIndex = index;
			}
		});

		// Remove images from all but the last one
		messagesBody.forEach((item, index) => {
			if (index !== lastImageIndex) {
				delete item.images;
			}
		});

		const docs = messages
			.filter((message) => message?.files ?? null)
			.map((message) =>
Timothy J. Baek's avatar
refac  
Timothy J. Baek committed
643
644
645
				message.files.filter((item) =>
					['doc', 'collection', 'web_search_results'].includes(item.type)
				)
646
647
648
649
650
651
652
			)
			.flat(1);

		const [res, controller] = await generateChatCompletion(localStorage.token, {
			model: model,
			messages: messagesBody,
			options: {
Timothy J. Baek's avatar
Timothy J. Baek committed
653
				...($settings.params ?? {}),
654
				stop:
Timothy J. Baek's avatar
Timothy J. Baek committed
655
656
					$settings?.params?.stop ?? undefined
						? $settings.params.stop.map((str) =>
657
658
								decodeURIComponent(JSON.parse('"' + str.replace(/\"/g, '\\"') + '"'))
						  )
659
						: undefined,
660
661
				num_predict: $settings?.params?.max_tokens ?? undefined,
				repeat_penalty: $settings?.params?.frequency_penalty ?? undefined
662
663
664
665
			},
			format: $settings.requestFormat ?? undefined,
			keep_alive: $settings.keepAlive ?? undefined,
			docs: docs.length > 0 ? docs : undefined,
666
667
			citations: docs.length > 0,
			chat_id: $chatId
668
669
670
671
672
673
674
675
676
677
678
679
680
681
682
683
684
685
		});

		if (res && res.ok) {
			console.log('controller', controller);

			const reader = res.body
				.pipeThrough(new TextDecoderStream())
				.pipeThrough(splitStream('\n'))
				.getReader();

			while (true) {
				const { value, done } = await reader.read();
				if (done || stopResponseFlag || _chatId !== $chatId) {
					responseMessage.done = true;
					messages = messages;

					if (stopResponseFlag) {
						controller.abort('User: Stop Response');
686
					} else {
687
						const messages = createMessagesList(responseMessageId);
688
						await chatCompletedHandler(model, messages);
689
690
					}

691
					_response = responseMessage.content;
692
693
694
695
696
697
698
699
700
701
702
703
704
705
706
707
708
709
710
711
					break;
				}

				try {
					let lines = value.split('\n');

					for (const line of lines) {
						if (line !== '') {
							console.log(line);
							let data = JSON.parse(line);

							if ('citations' in data) {
								responseMessage.citations = data.citations;
								continue;
							}

							if ('detail' in data) {
								throw data;
							}

712
713
714
							if (data.done == false) {
								if (responseMessage.content == '' && data.message.content == '\n') {
									continue;
715
								} else {
716
									responseMessage.content += data.message.content;
717
									messages = messages;
718
719
720
721
722
723
724
725
726
727
728
729
730
731
732
733
734
735
736
737
738
739
740
741
742
743
744
745
746
747
748
749
750
751
752
753
754
755
756
757
758
759
								}
							} else {
								responseMessage.done = true;

								if (responseMessage.content == '') {
									responseMessage.error = {
										code: 400,
										content: `Oops! No text generated from Ollama, Please try again.`
									};
								}

								responseMessage.context = data.context ?? null;
								responseMessage.info = {
									total_duration: data.total_duration,
									load_duration: data.load_duration,
									sample_count: data.sample_count,
									sample_duration: data.sample_duration,
									prompt_eval_count: data.prompt_eval_count,
									prompt_eval_duration: data.prompt_eval_duration,
									eval_count: data.eval_count,
									eval_duration: data.eval_duration
								};
								messages = messages;

								if ($settings.notificationEnabled && !document.hasFocus()) {
									const notification = new Notification(
										selectedModelfile
											? `${
													selectedModelfile.title.charAt(0).toUpperCase() +
													selectedModelfile.title.slice(1)
											  }`
											: `${model}`,
										{
											body: responseMessage.content,
											icon: selectedModelfile?.imageUrl ?? `${WEBUI_BASE_URL}/static/favicon.png`
										}
									);
								}

								if ($settings.responseAutoCopy) {
									copyToClipboard(responseMessage.content);
								}
760

Timothy J. Baek's avatar
Timothy J. Baek committed
761
								if ($settings.responseAutoPlayback && !$showCallOverlay) {
762
763
									await tick();
									document.getElementById(`speak-button-${responseMessage.id}`)?.click();
764
765
766
767
768
769
770
771
772
773
774
775
776
777
778
779
780
781
782
783
784
								}
							}
						}
					}
				} catch (error) {
					console.log(error);
					if ('detail' in error) {
						toast.error(error.detail);
					}
					break;
				}

				if (autoScroll) {
					scrollToBottom();
				}
			}

			if ($chatId == _chatId) {
				if ($settings.saveChatHistory ?? true) {
					chat = await updateChatById(localStorage.token, _chatId, {
						messages: messages,
Timothy J. Baek's avatar
Timothy J. Baek committed
785
786
						history: history,
						models: selectedModels
787
788
789
790
791
792
793
794
795
796
					});
					await chats.set(await getChatList(localStorage.token));
				}
			}
		} else {
			if (res !== null) {
				const error = await res.json();
				console.log(error);
				if ('detail' in error) {
					toast.error(error.detail);
Timothy J. Baek's avatar
refac  
Timothy J. Baek committed
797
					responseMessage.error = { content: error.detail };
798
799
				} else {
					toast.error(error.error);
Timothy J. Baek's avatar
refac  
Timothy J. Baek committed
800
					responseMessage.error = { content: error.error };
801
802
803
804
805
				}
			} else {
				toast.error(
					$i18n.t(`Uh-oh! There was an issue connecting to {{provider}}.`, { provider: 'Ollama' })
				);
Timothy J. Baek's avatar
refac  
Timothy J. Baek committed
806
807
808
809
810
				responseMessage.error = {
					content: $i18n.t(`Uh-oh! There was an issue connecting to {{provider}}.`, {
						provider: 'Ollama'
					})
				};
811
812
813
814
815
816
817
818
819
820
821
822
823
824
825
826
827
			}
			responseMessage.done = true;
			messages = messages;
		}

		stopResponseFlag = false;
		await tick();

		if (autoScroll) {
			scrollToBottom();
		}

		if (messages.length == 2 && messages.at(1).content !== '') {
			window.history.replaceState(history.state, '', `/c/${_chatId}`);
			const _title = await generateChatTitle(userPrompt);
			await setChatTitle(_chatId, _title);
		}
828
829

		return _response;
830
831
832
	};

	const sendPromptOpenAI = async (model, userPrompt, responseMessageId, _chatId) => {
833
		let _response = null;
834
835
836
837
838
		const responseMessage = history.messages[responseMessageId];

		const docs = messages
			.filter((message) => message?.files ?? null)
			.map((message) =>
Timothy J. Baek's avatar
refac  
Timothy J. Baek committed
839
840
841
				message.files.filter((item) =>
					['doc', 'collection', 'web_search_results'].includes(item.type)
				)
842
843
844
845
846
847
848
849
850
851
852
853
854
			)
			.flat(1);

		console.log(docs);

		scrollToBottom();

		try {
			const [res, controller] = await generateOpenAIChatCompletion(
				localStorage.token,
				{
					model: model.id,
					stream: true,
855
856
857
858
859
860
					stream_options:
						model.info?.meta?.capabilities?.usage ?? false
							? {
									include_usage: true
							  }
							: undefined,
861
862
863
864
					messages: [
						$settings.system || (responseMessage?.userContext ?? null)
							? {
									role: 'system',
865
									content: `${promptTemplate($settings?.system ?? '', $user.name)}${
866
867
868
869
870
871
872
873
										responseMessage?.userContext ?? null
											? `\n\nUser Context:\n${(responseMessage?.userContext ?? []).join('\n')}`
											: ''
									}`
							  }
							: undefined,
						...messages
					]
Yanyutin753's avatar
Yanyutin753 committed
874
						.filter((message) => message?.content?.trim())
875
876
877
878
879
880
881
882
883
884
885
886
887
888
889
890
891
892
893
894
895
896
897
898
899
900
901
902
903
904
						.map((message, idx, arr) => ({
							role: message.role,
							...((message.files?.filter((file) => file.type === 'image').length > 0 ?? false) &&
							message.role === 'user'
								? {
										content: [
											{
												type: 'text',
												text:
													arr.length - 1 !== idx
														? message.content
														: message?.raContent ?? message.content
											},
											...message.files
												.filter((file) => file.type === 'image')
												.map((file) => ({
													type: 'image_url',
													image_url: {
														url: file.url
													}
												}))
										]
								  }
								: {
										content:
											arr.length - 1 !== idx
												? message.content
												: message?.raContent ?? message.content
								  })
						})),
Timothy J. Baek's avatar
Timothy J. Baek committed
905
					seed: $settings?.params?.seed ?? undefined,
906
					stop:
Timothy J. Baek's avatar
Timothy J. Baek committed
907
908
						$settings?.params?.stop ?? undefined
							? $settings.params.stop.map((str) =>
909
910
911
									decodeURIComponent(JSON.parse('"' + str.replace(/\"/g, '\\"') + '"'))
							  )
							: undefined,
Timothy J. Baek's avatar
Timothy J. Baek committed
912
913
					temperature: $settings?.params?.temperature ?? undefined,
					top_p: $settings?.params?.top_p ?? undefined,
914
					frequency_penalty: $settings?.params?.frequency_penalty ?? undefined,
915
					max_tokens: $settings?.params?.max_tokens ?? undefined,
916
					docs: docs.length > 0 ? docs : undefined,
917
918
					citations: docs.length > 0,
					chat_id: $chatId
919
				},
Timothy J. Baek's avatar
Timothy J. Baek committed
920
				`${OPENAI_API_BASE_URL}`
921
922
923
924
925
926
927
928
929
			);

			// Wait until history/message have been updated
			await tick();

			scrollToBottom();

			if (res && res.ok && res.body) {
				const textStream = await createOpenAITextStream(res.body, $settings.splitLargeChunks);
930
				let lastUsage = null;
931
932

				for await (const update of textStream) {
933
					const { value, done, citations, error, usage } = update;
934
935
936
937
938
939
940
941
942
943
					if (error) {
						await handleOpenAIError(error, null, model, responseMessage);
						break;
					}
					if (done || stopResponseFlag || _chatId !== $chatId) {
						responseMessage.done = true;
						messages = messages;

						if (stopResponseFlag) {
							controller.abort('User: Stop Response');
944
						} else {
945
946
							const messages = createMessagesList(responseMessageId);

Timothy J. Baek's avatar
Timothy J. Baek committed
947
							await chatCompletedHandler(model.id, messages);
948
949
						}

950
951
						_response = responseMessage.content;

952
953
954
						break;
					}

955
956
957
958
					if (usage) {
						lastUsage = usage;
					}

959
960
961
962
963
964
965
966
967
968
969
970
					if (citations) {
						responseMessage.citations = citations;
						continue;
					}

					if (responseMessage.content == '' && value == '\n') {
						continue;
					} else {
						responseMessage.content += value;
						messages = messages;
					}

971
972
					if (autoScroll) {
						scrollToBottom();
973
					}
974
				}
975

976
977
978
979
980
981
				if ($settings.notificationEnabled && !document.hasFocus()) {
					const notification = new Notification(`OpenAI ${model}`, {
						body: responseMessage.content,
						icon: `${WEBUI_BASE_URL}/static/favicon.png`
					});
				}
982

983
984
985
				if ($settings.responseAutoCopy) {
					copyToClipboard(responseMessage.content);
				}
986

Timothy J. Baek's avatar
Timothy J. Baek committed
987
				if ($settings.responseAutoPlayback && !$showCallOverlay) {
988
					await tick();
Timothy J. Baek's avatar
Timothy J. Baek committed
989

990
					document.getElementById(`speak-button-${responseMessage.id}`)?.click();
991
992
				}

993
994
995
996
				if (lastUsage) {
					responseMessage.info = { ...lastUsage, openai: true };
				}

997
998
999
				if ($chatId == _chatId) {
					if ($settings.saveChatHistory ?? true) {
						chat = await updateChatById(localStorage.token, _chatId, {
Timothy J. Baek's avatar
Timothy J. Baek committed
1000
							models: selectedModels,
1001
1002
1003
1004
1005
1006
1007
1008
1009
1010
1011
1012
1013
1014
1015
1016
1017
1018
1019
1020
1021
1022
1023
1024
1025
1026
1027
							messages: messages,
							history: history
						});
						await chats.set(await getChatList(localStorage.token));
					}
				}
			} else {
				await handleOpenAIError(null, res, model, responseMessage);
			}
		} catch (error) {
			await handleOpenAIError(error, null, model, responseMessage);
		}
		messages = messages;

		stopResponseFlag = false;
		await tick();

		if (autoScroll) {
			scrollToBottom();
		}

		if (messages.length == 2) {
			window.history.replaceState(history.state, '', `/c/${_chatId}`);

			const _title = await generateChatTitle(userPrompt);
			await setChatTitle(_chatId, _title);
		}
1028
1029

		return _response;
1030
1031
1032
1033
1034
1035
1036
1037
1038
1039
1040
1041
1042
1043
1044
1045
1046
1047
1048
1049
1050
1051
1052
1053
1054
1055
1056
1057
	};

	const handleOpenAIError = async (error, res: Response | null, model, responseMessage) => {
		let errorMessage = '';
		let innerError;

		if (error) {
			innerError = error;
		} else if (res !== null) {
			innerError = await res.json();
		}
		console.error(innerError);
		if ('detail' in innerError) {
			toast.error(innerError.detail);
			errorMessage = innerError.detail;
		} else if ('error' in innerError) {
			if ('message' in innerError.error) {
				toast.error(innerError.error.message);
				errorMessage = innerError.error.message;
			} else {
				toast.error(innerError.error);
				errorMessage = innerError.error;
			}
		} else if ('message' in innerError) {
			toast.error(innerError.message);
			errorMessage = innerError.message;
		}

Timothy J. Baek's avatar
refac  
Timothy J. Baek committed
1058
		responseMessage.error = {
Timothy J. Baek's avatar
fix  
Timothy J. Baek committed
1059
1060
1061
1062
1063
1064
			content:
				$i18n.t(`Uh-oh! There was an issue connecting to {{provider}}.`, {
					provider: model.name ?? model.id
				}) +
				'\n' +
				errorMessage
Timothy J. Baek's avatar
refac  
Timothy J. Baek committed
1065
		};
1066
1067
1068
1069
1070
1071
1072
1073
1074
1075
1076
1077
1078
1079
1080
1081
1082
1083
1084
1085
1086
1087
1088
1089
1090
1091
1092
1093
1094
1095
1096
1097
1098
1099
1100
1101
1102
		responseMessage.done = true;

		messages = messages;
	};

	const stopResponse = () => {
		stopResponseFlag = true;
		console.log('stopResponse');
	};

	const regenerateResponse = async (message) => {
		console.log('regenerateResponse');

		if (messages.length != 0) {
			let userMessage = history.messages[message.parentId];
			let userPrompt = userMessage.content;

			if ((userMessage?.models ?? [...selectedModels]).length == 1) {
				await sendPrompt(userPrompt, userMessage.id);
			} else {
				await sendPrompt(userPrompt, userMessage.id, message.model);
			}
		}
	};

	const continueGeneration = async () => {
		console.log('continueGeneration');
		const _chatId = JSON.parse(JSON.stringify($chatId));

		if (messages.length != 0 && messages.at(-1).done == true) {
			const responseMessage = history.messages[history.currentId];
			responseMessage.done = false;
			await tick();

			const model = $models.filter((m) => m.id === responseMessage.model).at(0);

			if (model) {
Timothy J. Baek's avatar
refac  
Timothy J. Baek committed
1103
				if (model?.owned_by === 'openai') {
1104
1105
1106
1107
1108
1109
1110
1111
1112
1113
1114
1115
1116
1117
1118
1119
1120
1121
1122
1123
1124
1125
1126
					await sendPromptOpenAI(
						model,
						history.messages[responseMessage.parentId].content,
						responseMessage.id,
						_chatId
					);
				} else
					await sendPromptOllama(
						model,
						history.messages[responseMessage.parentId].content,
						responseMessage.id,
						_chatId
					);
			}
		} else {
			toast.error($i18n.t(`Model {{modelId}} not found`, { modelId }));
		}
	};

	const generateChatTitle = async (userPrompt) => {
		if ($settings?.title?.auto ?? true) {
			const title = await generateTitle(
				localStorage.token,
Timothy J. Baek's avatar
Timothy J. Baek committed
1127
				selectedModels[0],
1128
				userPrompt,
Timothy J. Baek's avatar
Timothy J. Baek committed
1129
1130
1131
1132
1133
				$chatId
			).catch((error) => {
				console.error(error);
				return 'New Chat';
			});
1134
1135
1136
1137
1138
1139
1140
1141
1142
1143
1144
1145
1146
1147
1148
1149
1150
1151
1152
1153
1154
1155
1156
1157
1158
1159
1160
1161
1162
1163
1164
1165
1166

			return title;
		} else {
			return `${userPrompt}`;
		}
	};

	const setChatTitle = async (_chatId, _title) => {
		if (_chatId === $chatId) {
			title = _title;
		}

		if ($settings.saveChatHistory ?? true) {
			chat = await updateChatById(localStorage.token, _chatId, { title: _title });
			await chats.set(await getChatList(localStorage.token));
		}
	};

	const getTags = async () => {
		return await getTagsById(localStorage.token, $chatId).catch(async (error) => {
			return [];
		});
	};
</script>

<svelte:head>
	<title>
		{title
			? `${title.length > 30 ? `${title.slice(0, 30)}...` : title} | ${$WEBUI_NAME}`
			: `${$WEBUI_NAME}`}
	</title>
</svelte:head>

Timothy J. Baek's avatar
Timothy J. Baek committed
1167
<CallOverlay {submitPrompt} bind:files />
Timothy J. Baek's avatar
refac  
Timothy J. Baek committed
1168

1169
1170
{#if !chatIdProp || (loaded && chatIdProp)}
	<div
Timothy J. Baek's avatar
Timothy J. Baek committed
1171
		class="h-screen max-h-[100dvh] {$showSidebar
1172
1173
1174
1175
1176
1177
1178
1179
1180
1181
1182
			? 'md:max-w-[calc(100%-260px)]'
			: ''} w-full max-w-full flex flex-col"
	>
		<Navbar
			{title}
			bind:selectedModels
			bind:showModelSelector
			shareEnabled={messages.length > 0}
			{chat}
			{initNewChat}
		/>
Timothy J. Baek's avatar
Timothy J. Baek committed
1183

Timothy J. Baek's avatar
Timothy J. Baek committed
1184
		{#if $banners.length > 0 && messages.length === 0 && !$chatId && selectedModels.length <= 1}
Timothy J. Baek's avatar
Timothy J. Baek committed
1185
1186
1187
			<div
				class="absolute top-[4.25rem] w-full {$showSidebar ? 'md:max-w-[calc(100%-260px)]' : ''}"
			>
Timothy J. Baek's avatar
Timothy J. Baek committed
1188
1189
1190
1191
1192
1193
1194
1195
1196
1197
1198
1199
1200
1201
1202
1203
1204
1205
1206
1207
				<div class=" flex flex-col gap-1 w-full">
					{#each $banners.filter( (b) => (b.dismissible ? !JSON.parse(localStorage.getItem('dismissedBannerIds') ?? '[]').includes(b.id) : true) ) as banner}
						<Banner
							{banner}
							on:dismiss={(e) => {
								const bannerId = e.detail;

								localStorage.setItem(
									'dismissedBannerIds',
									JSON.stringify(
										[
											bannerId,
											...JSON.parse(localStorage.getItem('dismissedBannerIds') ?? '[]')
										].filter((id) => $banners.find((b) => b.id === id))
									)
								);
							}}
						/>
					{/each}
				</div>
Timothy J. Baek's avatar
Timothy J. Baek committed
1208
1209
1210
			</div>
		{/if}

1211
1212
1213
1214
1215
1216
1217
1218
1219
1220
1221
1222
1223
1224
1225
1226
1227
1228
1229
1230
1231
1232
1233
1234
1235
1236
1237
		<div class="flex flex-col flex-auto">
			<div
				class=" pb-2.5 flex flex-col justify-between w-full flex-auto overflow-auto h-0 max-w-full"
				id="messages-container"
				bind:this={messagesContainerElement}
				on:scroll={(e) => {
					autoScroll =
						messagesContainerElement.scrollHeight - messagesContainerElement.scrollTop <=
						messagesContainerElement.clientHeight + 5;
				}}
			>
				<div class=" h-full w-full flex flex-col {chatIdProp ? 'py-4' : 'pt-2 pb-4'}">
					<Messages
						chatId={$chatId}
						{selectedModels}
						{processing}
						bind:history
						bind:messages
						bind:autoScroll
						bind:prompt
						bottomPadding={files.length > 0}
						{sendPrompt}
						{continueGeneration}
						{regenerateResponse}
					/>
				</div>
			</div>
Timothy J. Baek's avatar
Timothy J. Baek committed
1238
1239
1240
1241
1242
1243
1244
1245
1246
1247
1248
			<MessageInput
				bind:files
				bind:prompt
				bind:autoScroll
				bind:webSearchEnabled
				bind:atSelectedModel
				{selectedModels}
				{messages}
				{submitPrompt}
				{stopResponse}
			/>
1249
1250
1251
		</div>
	</div>
{/if}