"vscode:/vscode.git/clone" did not exist on "9bad4da75b692d593c21fb78141a1fd94a8ec6b7"
Models.svelte 31.1 KB
Newer Older
Timothy J. Baek's avatar
Timothy J. Baek committed
1
2
<script lang="ts">
	import queue from 'async/queue';
Jannik Streidl's avatar
Jannik Streidl committed
3
	import { toast } from 'svelte-sonner';
Timothy J. Baek's avatar
Timothy J. Baek committed
4

5
6
7
8
9
10
11
	import {
		createModel,
		deleteModel,
		getOllamaUrls,
		getOllamaVersion,
		pullModel
	} from '$lib/apis/ollama';
12
13
	import { WEBUI_API_BASE_URL, WEBUI_BASE_URL } from '$lib/constants';
	import { WEBUI_NAME, models, user } from '$lib/stores';
Timothy J. Baek's avatar
Timothy J. Baek committed
14
	import { splitStream } from '$lib/utils';
15
	import { onMount, getContext } from 'svelte';
16
	import { addLiteLLMModel, deleteLiteLLMModel, getLiteLLMModelInfo } from '$lib/apis/litellm';
Timothy J. Baek's avatar
Timothy J. Baek committed
17
	import Tooltip from '$lib/components/common/Tooltip.svelte';
Timothy J. Baek's avatar
Timothy J. Baek committed
18

19
20
	const i18n = getContext('i18n');

Timothy J. Baek's avatar
Timothy J. Baek committed
21
22
	export let getModels: Function;

23
24
	let showLiteLLM = false;
	let showLiteLLMParams = false;
25
	let modelUploadInputElement: HTMLInputElement;
26
27
28
29
30
31
32
	let liteLLMModelInfo = [];

	let liteLLMModel = '';
	let liteLLMModelName = '';
	let liteLLMAPIBase = '';
	let liteLLMAPIKey = '';
	let liteLLMRPM = '';
33
	let liteLLMMaxTokens = '';
34
35
36
37
38

	let deleteLiteLLMModelId = '';

	$: liteLLMModelName = liteLLMModel;

Timothy J. Baek's avatar
Timothy J. Baek committed
39
	// Models
40
41
42

	let OLLAMA_URLS = [];
	let selectedOllamaUrlIdx: string | null = null;
Timothy J. Baek's avatar
Timothy J. Baek committed
43
44
45
46

	let updateModelId = null;
	let updateProgress = null;

47
48
	let showExperimentalOllama = false;
	let ollamaVersion = '';
Timothy J. Baek's avatar
Timothy J. Baek committed
49
50
51
52
53
54
55
56
57
58
59
60
61
62
63
64
	const MAX_PARALLEL_DOWNLOADS = 3;
	const modelDownloadQueue = queue(
		(task: { modelName: string }, cb) =>
			pullModelHandlerProcessor({ modelName: task.modelName, callback: cb }),
		MAX_PARALLEL_DOWNLOADS
	);
	let modelDownloadStatus: Record<string, any> = {};

	let modelTransferring = false;
	let modelTag = '';
	let digest = '';
	let pullProgress = null;

	let modelUploadMode = 'file';
	let modelInputFile = '';
	let modelFileUrl = '';
Justin Hayes's avatar
Justin Hayes committed
65
	let modelFileContent = `TEMPLATE """{{ .System }}\nUSER: {{ .Prompt }}\nASSISTANT: """\nPARAMETER num_ctx 4096\nPARAMETER stop "</s>"\nPARAMETER stop "USER:"\nPARAMETER stop "ASSISTANT:"`;
Timothy J. Baek's avatar
Timothy J. Baek committed
66
67
68
69
70
	let modelFileDigest = '';
	let uploadProgress = null;

	let deleteModelTag = '';

Timothy J. Baek's avatar
Timothy J. Baek committed
71
72
73
74
75
76
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
120
121
122
123
124
125
126
127
128
129
130
131
132
133
134
135
	const updateModelsHandler = async () => {
		for (const model of $models.filter(
			(m) =>
				m.size != null &&
				(selectedOllamaUrlIdx === null ? true : (m?.urls ?? []).includes(selectedOllamaUrlIdx))
		)) {
			console.log(model);

			updateModelId = model.id;
			const res = await pullModel(localStorage.token, model.id, selectedOllamaUrlIdx).catch(
				(error) => {
					toast.error(error);
					return null;
				}
			);

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

				while (true) {
					try {
						const { value, done } = await reader.read();
						if (done) break;

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

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

								console.log(data);
								if (data.error) {
									throw data.error;
								}
								if (data.detail) {
									throw data.detail;
								}
								if (data.status) {
									if (data.digest) {
										updateProgress = 0;
										if (data.completed) {
											updateProgress = Math.round((data.completed / data.total) * 1000) / 10;
										} else {
											updateProgress = 100;
										}
									} else {
										toast.success(data.status);
									}
								}
							}
						}
					} catch (error) {
						console.log(error);
					}
				}
			}
		}

		updateModelId = null;
		updateProgress = null;
	};

Timothy J. Baek's avatar
Timothy J. Baek committed
136
137
138
	const pullModelHandler = async () => {
		const sanitizedModelTag = modelTag.trim();
		if (modelDownloadStatus[sanitizedModelTag]) {
Ased Mammad's avatar
Ased Mammad committed
139
140
141
142
143
			toast.error(
				$i18n.t(`Model '{{modelTag}}' is already in queue for downloading.`, {
					modelTag: sanitizedModelTag
				})
			);
Timothy J. Baek's avatar
Timothy J. Baek committed
144
145
146
			return;
		}
		if (Object.keys(modelDownloadStatus).length === 3) {
Ased Mammad's avatar
Ased Mammad committed
147
148
149
			toast.error(
				$i18n.t('Maximum of 3 models can be downloaded simultaneously. Please try again later.')
			);
Timothy J. Baek's avatar
Timothy J. Baek committed
150
151
152
153
154
155
156
157
158
159
160
161
162
163
164
165
166
			return;
		}

		modelTransferring = true;

		modelDownloadQueue.push(
			{ modelName: sanitizedModelTag },
			async (data: { modelName: string; success: boolean; error?: Error }) => {
				const { modelName } = data;
				// Remove the downloaded model
				delete modelDownloadStatus[modelName];

				console.log(data);

				if (!data.success) {
					toast.error(data.error);
				} else {
Jannik Streidl's avatar
Jannik Streidl committed
167
168
169
					toast.success(
						$i18n.t(`Model '{{modelName}}' has been successfully downloaded.`, { modelName })
					);
Timothy J. Baek's avatar
Timothy J. Baek committed
170

171
					const notification = new Notification($WEBUI_NAME, {
Jannik Streidl's avatar
Jannik Streidl committed
172
						body: $i18n.t(`Model '{{modelName}}' has been successfully downloaded.`, { modelName }),
173
						icon: `${WEBUI_BASE_URL}/static/favicon.png`
Timothy J. Baek's avatar
Timothy J. Baek committed
174
175
176
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
206
207
208
209
210
211
212
213
214
215
216
217
218
219
220
221
222
223
224
225
226
227
228
229
230
231
232
233
234
235
236
237
238
239
240
241
242
243
244
245
246
247
248
249
250
251
252
253
254
255
256
257
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
284
285
286
287
288
289
290
291
292
293
294
295
296
297
298
299
300
301
302
303
304
305
306
307
308
309
310
311
312
313
314
315
316
317
318
319
320
321
322
323
324
325
326
327
328
					});

					models.set(await getModels());
				}
			}
		);

		modelTag = '';
		modelTransferring = false;
	};

	const uploadModelHandler = async () => {
		modelTransferring = true;
		uploadProgress = 0;

		let uploaded = false;
		let fileResponse = null;
		let name = '';

		if (modelUploadMode === 'file') {
			const file = modelInputFile[0];
			const formData = new FormData();
			formData.append('file', file);

			fileResponse = await fetch(`${WEBUI_API_BASE_URL}/utils/upload`, {
				method: 'POST',
				headers: {
					...($user && { Authorization: `Bearer ${localStorage.token}` })
				},
				body: formData
			}).catch((error) => {
				console.log(error);
				return null;
			});
		} else {
			fileResponse = await fetch(`${WEBUI_API_BASE_URL}/utils/download?url=${modelFileUrl}`, {
				method: 'GET',
				headers: {
					...($user && { Authorization: `Bearer ${localStorage.token}` })
				}
			}).catch((error) => {
				console.log(error);
				return null;
			});
		}

		if (fileResponse && fileResponse.ok) {
			const reader = fileResponse.body
				.pipeThrough(new TextDecoderStream())
				.pipeThrough(splitStream('\n'))
				.getReader();

			while (true) {
				const { value, done } = await reader.read();
				if (done) break;

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

					for (const line of lines) {
						if (line !== '') {
							let data = JSON.parse(line.replace(/^data: /, ''));

							if (data.progress) {
								uploadProgress = data.progress;
							}

							if (data.error) {
								throw data.error;
							}

							if (data.done) {
								modelFileDigest = data.blob;
								name = data.name;
								uploaded = true;
							}
						}
					}
				} catch (error) {
					console.log(error);
				}
			}
		}

		if (uploaded) {
			const res = await createModel(
				localStorage.token,
				`${name}:latest`,
				`FROM @${modelFileDigest}\n${modelFileContent}`
			);

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

				while (true) {
					const { value, done } = await reader.read();
					if (done) break;

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

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

								if (data.error) {
									throw data.error;
								}
								if (data.detail) {
									throw data.detail;
								}

								if (data.status) {
									if (
										!data.digest &&
										!data.status.includes('writing') &&
										!data.status.includes('sha256')
									) {
										toast.success(data.status);
									} else {
										if (data.digest) {
											digest = data.digest;

											if (data.completed) {
												pullProgress = Math.round((data.completed / data.total) * 1000) / 10;
											} else {
												pullProgress = 100;
											}
										}
									}
								}
							}
						}
					} catch (error) {
						console.log(error);
						toast.error(error);
					}
				}
			}
		}

		modelFileUrl = '';
		modelInputFile = '';
		modelTransferring = false;
		uploadProgress = null;

		models.set(await getModels());
	};

	const deleteModelHandler = async () => {
329
330
331
332
333
		const res = await deleteModel(localStorage.token, deleteModelTag, selectedOllamaUrlIdx).catch(
			(error) => {
				toast.error(error);
			}
		);
Timothy J. Baek's avatar
Timothy J. Baek committed
334
335

		if (res) {
Jannik Streidl's avatar
Jannik Streidl committed
336
			toast.success($i18n.t(`Deleted {{deleteModelTag}}`, { deleteModelTag }));
Timothy J. Baek's avatar
Timothy J. Baek committed
337
338
339
340
341
342
343
		}

		deleteModelTag = '';
		models.set(await getModels());
	};

	const pullModelHandlerProcessor = async (opts: { modelName: string; callback: Function }) => {
344
345
346
347
348
349
		const res = await pullModel(localStorage.token, opts.modelName, selectedOllamaUrlIdx).catch(
			(error) => {
				opts.callback({ success: false, error, modelName: opts.modelName });
				return null;
			}
		);
Timothy J. Baek's avatar
Timothy J. Baek committed
350
351
352
353
354
355
356
357
358
359
360
361
362
363
364
365
366
367
368
369
370
371
372
373
374
375
376
377
378
379
380
381
382
383
384
385
386
387
388
389
390
391
392
393
394
395
396
397
398
399
400
401

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

			while (true) {
				try {
					const { value, done } = await reader.read();
					if (done) break;

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

					for (const line of lines) {
						if (line !== '') {
							let data = JSON.parse(line);
							if (data.error) {
								throw data.error;
							}
							if (data.detail) {
								throw data.detail;
							}
							if (data.status) {
								if (data.digest) {
									let downloadProgress = 0;
									if (data.completed) {
										downloadProgress = Math.round((data.completed / data.total) * 1000) / 10;
									} else {
										downloadProgress = 100;
									}
									modelDownloadStatus[opts.modelName] = {
										pullProgress: downloadProgress,
										digest: data.digest
									};
								} else {
									toast.success(data.status);
								}
							}
						}
					}
				} catch (error) {
					console.log(error);
					if (typeof error !== 'string') {
						error = error.message;
					}
					opts.callback({ success: false, error, modelName: opts.modelName });
				}
			}
			opts.callback({ success: true, modelName: opts.modelName });
		}
	};
402
403
404
405
406
407
408
409

	const addLiteLLMModelHandler = async () => {
		if (!liteLLMModelInfo.find((info) => info.model_name === liteLLMModelName)) {
			const res = await addLiteLLMModel(localStorage.token, {
				name: liteLLMModelName,
				model: liteLLMModel,
				api_base: liteLLMAPIBase,
				api_key: liteLLMAPIKey,
410
411
				rpm: liteLLMRPM,
				max_tokens: liteLLMMaxTokens
412
413
414
415
416
417
418
419
420
421
422
			}).catch((error) => {
				toast.error(error);
				return null;
			});

			if (res) {
				if (res.message) {
					toast.success(res.message);
				}
			}
		} else {
Ased Mammad's avatar
Ased Mammad committed
423
			toast.error($i18n.t(`Model {{modelName}} already exists.`, { modelName: liteLLMModelName }));
424
425
426
427
428
429
430
		}

		liteLLMModelName = '';
		liteLLMModel = '';
		liteLLMAPIBase = '';
		liteLLMAPIKey = '';
		liteLLMRPM = '';
Timothy J. Baek's avatar
fix  
Timothy J. Baek committed
431
		liteLLMMaxTokens = '';
432
433
434
435
436
437
438
439
440
441
442
443
444
445
446
447
448
449
450
451
452
453
454
455
456

		liteLLMModelInfo = await getLiteLLMModelInfo(localStorage.token);
		models.set(await getModels());
	};

	const deleteLiteLLMModelHandler = async () => {
		const res = await deleteLiteLLMModel(localStorage.token, deleteLiteLLMModelId).catch(
			(error) => {
				toast.error(error);
				return null;
			}
		);

		if (res) {
			if (res.message) {
				toast.success(res.message);
			}
		}

		deleteLiteLLMModelId = '';
		liteLLMModelInfo = await getLiteLLMModelInfo(localStorage.token);
		models.set(await getModels());
	};

	onMount(async () => {
457
458
459
460
461
		OLLAMA_URLS = await getOllamaUrls(localStorage.token).catch((error) => {
			toast.error(error);
			return [];
		});

Timothy J. Baek's avatar
Timothy J. Baek committed
462
		if (OLLAMA_URLS.length > 0) {
463
464
465
			selectedOllamaUrlIdx = 0;
		}

466
467
468
		ollamaVersion = await getOllamaVersion(localStorage.token).catch((error) => false);
		liteLLMModelInfo = await getLiteLLMModelInfo(localStorage.token);
	});
Timothy J. Baek's avatar
Timothy J. Baek committed
469
470
471
</script>

<div class="flex flex-col h-full justify-between text-sm">
472
473
474
	<div class=" space-y-3 pr-1.5 overflow-y-scroll h-[23rem]">
		{#if ollamaVersion}
			<div class="space-y-2 pr-1.5">
475
				<div class="text-sm font-medium">{$i18n.t('Manage Ollama Models')}</div>
476

Timothy J. Baek's avatar
Timothy J. Baek committed
477
478
479
480
481
482
483
484
485
486
487
488
489
490
491
492
493
494
495
496
497
498
499
500
501
502
503
504
505
506
507
508
509
510
511
512
513
514
515
516
				{#if OLLAMA_URLS.length > 0}
					<div class="flex gap-2">
						<div class="flex-1 pb-1">
							<select
								class="w-full rounded-lg py-2 px-4 text-sm dark:text-gray-300 dark:bg-gray-850 outline-none"
								bind:value={selectedOllamaUrlIdx}
								placeholder="Select an Ollama instance"
							>
								{#each OLLAMA_URLS as url, idx}
									<option value={idx} class="bg-gray-100 dark:bg-gray-700">{url}</option>
								{/each}
							</select>
						</div>

						<div>
							<div class="flex w-full justify-end">
								<Tooltip content="Update All Models" placement="top">
									<button
										class="p-2.5 flex gap-2 items-center bg-gray-100 hover:bg-gray-200 text-gray-800 dark:bg-gray-850 dark:hover:bg-gray-800 dark:text-gray-100 rounded-lg transition"
										on:click={() => {
											updateModelsHandler();
										}}
									>
										<svg
											xmlns="http://www.w3.org/2000/svg"
											viewBox="0 0 16 16"
											fill="currentColor"
											class="w-4 h-4"
										>
											<path
												d="M7 1a.75.75 0 0 1 .75.75V6h-1.5V1.75A.75.75 0 0 1 7 1ZM6.25 6v2.94L5.03 7.72a.75.75 0 0 0-1.06 1.06l2.5 2.5a.75.75 0 0 0 1.06 0l2.5-2.5a.75.75 0 1 0-1.06-1.06L7.75 8.94V6H10a2 2 0 0 1 2 2v3a2 2 0 0 1-2 2H4a2 2 0 0 1-2-2V8a2 2 0 0 1 2-2h2.25Z"
											/>
											<path
												d="M4.268 14A2 2 0 0 0 6 15h6a2 2 0 0 0 2-2v-3a2 2 0 0 0-1-1.732V11a3 3 0 0 1-3 3H4.268Z"
											/>
										</svg>
									</button>
								</Tooltip>
							</div>
						</div>
517
					</div>
Timothy J. Baek's avatar
Timothy J. Baek committed
518
519
520
521

					{#if updateModelId}
						Updating "{updateModelId}" {updateProgress ? `(${updateProgress}%)` : ''}
					{/if}
522
523
524
525
				{/if}

				<div class="space-y-2">
					<div>
526
						<div class=" mb-2 text-sm font-medium">{$i18n.t('Pull a model from Ollama.com')}</div>
527
528
529
530
						<div class="flex w-full">
							<div class="flex-1 mr-2">
								<input
									class="w-full rounded-lg py-2 px-4 text-sm dark:text-gray-300 dark:bg-gray-850 outline-none"
Ased Mammad's avatar
Ased Mammad committed
531
532
533
									placeholder={$i18n.t('Enter model tag (e.g. {{modelTag}})', {
										modelTag: 'mistral:7b'
									})}
534
535
536
537
538
539
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
568
569
570
									bind:value={modelTag}
								/>
							</div>
							<button
								class="px-2.5 bg-gray-100 hover:bg-gray-200 text-gray-800 dark:bg-gray-850 dark:hover:bg-gray-800 dark:text-gray-100 rounded-lg transition"
								on:click={() => {
									pullModelHandler();
								}}
								disabled={modelTransferring}
							>
								{#if modelTransferring}
									<div class="self-center">
										<svg
											class=" w-4 h-4"
											viewBox="0 0 24 24"
											fill="currentColor"
											xmlns="http://www.w3.org/2000/svg"
											><style>
												.spinner_ajPY {
													transform-origin: center;
													animation: spinner_AtaB 0.75s infinite linear;
												}
												@keyframes spinner_AtaB {
													100% {
														transform: rotate(360deg);
													}
												}
											</style><path
												d="M12,1A11,11,0,1,0,23,12,11,11,0,0,0,12,1Zm0,19a8,8,0,1,1,8-8A8,8,0,0,1,12,20Z"
												opacity=".25"
											/><path
												d="M10.14,1.16a11,11,0,0,0-9,8.92A1.59,1.59,0,0,0,2.46,12,1.52,1.52,0,0,0,4.11,10.7a8,8,0,0,1,6.66-6.61A1.42,1.42,0,0,0,12,2.69h0A1.57,1.57,0,0,0,10.14,1.16Z"
												class="spinner_ajPY"
											/></svg
										>
									</div>
								{:else}
571
572
									<svg
										xmlns="http://www.w3.org/2000/svg"
573
574
575
										viewBox="0 0 16 16"
										fill="currentColor"
										class="w-4 h-4"
576
									>
577
578
579
580
581
582
583
584
585
586
587
588
										<path
											d="M8.75 2.75a.75.75 0 0 0-1.5 0v5.69L5.03 6.22a.75.75 0 0 0-1.06 1.06l3.5 3.5a.75.75 0 0 0 1.06 0l3.5-3.5a.75.75 0 0 0-1.06-1.06L8.75 8.44V2.75Z"
										/>
										<path
											d="M3.5 9.75a.75.75 0 0 0-1.5 0v1.5A2.75 2.75 0 0 0 4.75 14h6.5A2.75 2.75 0 0 0 14 11.25v-1.5a.75.75 0 0 0-1.5 0v1.5c0 .69-.56 1.25-1.25 1.25h-6.5c-.69 0-1.25-.56-1.25-1.25v-1.5Z"
										/>
									</svg>
								{/if}
							</button>
						</div>

						<div class="mt-2 mb-1 text-xs text-gray-400 dark:text-gray-500">
Ased Mammad's avatar
Ased Mammad committed
589
590
							{$i18n.t('To access the available model names for downloading,')}
							<a
591
592
								class=" text-gray-500 dark:text-gray-300 font-medium underline"
								href="https://ollama.com/library"
Ased Mammad's avatar
Ased Mammad committed
593
								target="_blank">{$i18n.t('click here.')}</a
594
595
596
597
598
599
600
601
602
603
604
605
606
607
608
609
610
611
							>
						</div>

						{#if Object.keys(modelDownloadStatus).length > 0}
							{#each Object.keys(modelDownloadStatus) as model}
								<div class="flex flex-col">
									<div class="font-medium mb-1">{model}</div>
									<div class="">
										<div
											class="dark:bg-gray-600 bg-gray-500 text-xs font-medium text-gray-100 text-center p-0.5 leading-none rounded-full"
											style="width: {Math.max(15, modelDownloadStatus[model].pullProgress ?? 0)}%"
										>
											{modelDownloadStatus[model].pullProgress ?? 0}%
										</div>
										<div class="mt-1 text-xs dark:text-gray-500" style="font-size: 0.5rem;">
											{modelDownloadStatus[model].digest}
										</div>
									</div>
612
								</div>
613
614
615
616
617
							{/each}
						{/if}
					</div>

					<div>
Ased Mammad's avatar
Ased Mammad committed
618
						<div class=" mb-2 text-sm font-medium">{$i18n.t('Delete a model')}</div>
619
620
621
622
623
						<div class="flex w-full">
							<div class="flex-1 mr-2">
								<select
									class="w-full rounded-lg py-2 px-4 text-sm dark:text-gray-300 dark:bg-gray-850 outline-none"
									bind:value={deleteModelTag}
Ased Mammad's avatar
Ased Mammad committed
624
									placeholder={$i18n.t('Select a model')}
625
626
								>
									{#if !deleteModelTag}
Ased Mammad's avatar
Ased Mammad committed
627
										<option value="" disabled selected>{$i18n.t('Select a model')}</option>
628
									{/if}
Timothy J. Baek's avatar
Timothy J. Baek committed
629
									{#each $models.filter((m) => m.size != null && (selectedOllamaUrlIdx === null ? true : (m?.urls ?? []).includes(selectedOllamaUrlIdx))) as model}
630
631
632
633
634
635
636
637
638
639
640
641
										<option value={model.name} class="bg-gray-100 dark:bg-gray-700"
											>{model.name + ' (' + (model.size / 1024 ** 3).toFixed(1) + ' GB)'}</option
										>
									{/each}
								</select>
							</div>
							<button
								class="px-2.5 bg-gray-100 hover:bg-gray-200 text-gray-800 dark:bg-gray-850 dark:hover:bg-gray-800 dark:text-gray-100 rounded-lg transition"
								on:click={() => {
									deleteModelHandler();
								}}
							>
642
643
644
645
646
647
648
								<svg
									xmlns="http://www.w3.org/2000/svg"
									viewBox="0 0 16 16"
									fill="currentColor"
									class="w-4 h-4"
								>
									<path
649
650
651
										fill-rule="evenodd"
										d="M5 3.25V4H2.75a.75.75 0 0 0 0 1.5h.3l.815 8.15A1.5 1.5 0 0 0 5.357 15h5.285a1.5 1.5 0 0 0 1.493-1.35l.815-8.15h.3a.75.75 0 0 0 0-1.5H11v-.75A2.25 2.25 0 0 0 8.75 1h-1.5A2.25 2.25 0 0 0 5 3.25Zm2.25-.75a.75.75 0 0 0-.75.75V4h3v-.75a.75.75 0 0 0-.75-.75h-1.5ZM6.05 6a.75.75 0 0 1 .787.713l.275 5.5a.75.75 0 0 1-1.498.075l-.275-5.5A.75.75 0 0 1 6.05 6Zm3.9 0a.75.75 0 0 1 .712.787l-.275 5.5a.75.75 0 0 1-1.498-.075l.275-5.5a.75.75 0 0 1 .786-.711Z"
										clip-rule="evenodd"
652
653
									/>
								</svg>
654
							</button>
655
656
						</div>
					</div>
Timothy J. Baek's avatar
Timothy J. Baek committed
657

658
659
					<div class="pt-1">
						<div class="flex justify-between items-center text-xs">
Ased Mammad's avatar
Ased Mammad committed
660
							<div class=" text-sm font-medium">{$i18n.t('Experimental')}</div>
Timothy J. Baek's avatar
Timothy J. Baek committed
661
							<button
662
								class=" text-xs font-medium text-gray-500"
663
								type="button"
664
665
								on:click={() => {
									showExperimentalOllama = !showExperimentalOllama;
Ased Mammad's avatar
Ased Mammad committed
666
								}}>{showExperimentalOllama ? $i18n.t('Hide') : $i18n.t('Show')}</button
Timothy J. Baek's avatar
Timothy J. Baek committed
667
668
							>
						</div>
669
					</div>
Timothy J. Baek's avatar
Timothy J. Baek committed
670

671
672
673
674
675
676
677
					{#if showExperimentalOllama}
						<form
							on:submit|preventDefault={() => {
								uploadModelHandler();
							}}
						>
							<div class=" mb-2 flex w-full justify-between">
Ased Mammad's avatar
Ased Mammad committed
678
								<div class="  text-sm font-medium">{$i18n.t('Upload a GGUF model')}</div>
679
680

								<button
681
682
683
684
685
686
687
688
689
									class="p-1 px-3 text-xs flex rounded transition"
									on:click={() => {
										if (modelUploadMode === 'file') {
											modelUploadMode = 'url';
										} else {
											modelUploadMode = 'file';
										}
									}}
									type="button"
Timothy J. Baek's avatar
Timothy J. Baek committed
690
								>
691
									{#if modelUploadMode === 'file'}
Ased Mammad's avatar
Ased Mammad committed
692
										<span class="ml-2 self-center">{$i18n.t('File Mode')}</span>
693
									{:else}
Ased Mammad's avatar
Ased Mammad committed
694
										<span class="ml-2 self-center">{$i18n.t('URL Mode')}</span>
695
696
697
698
699
700
701
702
703
704
705
706
707
708
709
710
									{/if}
								</button>
							</div>

							<div class="flex w-full mb-1.5">
								<div class="flex flex-col w-full">
									{#if modelUploadMode === 'file'}
										<div class="flex-1 {modelInputFile && modelInputFile.length > 0 ? 'mr-2' : ''}">
											<input
												id="model-upload-input"
												bind:this={modelUploadInputElement}
												type="file"
												bind:files={modelInputFile}
												on:change={() => {
													console.log(modelInputFile);
												}}
Timothy J. Baek's avatar
Timothy J. Baek committed
711
												accept=".gguf,.safetensors"
712
713
714
715
716
717
718
												required
												hidden
											/>

											<button
												type="button"
												class="w-full rounded-lg text-left py-2 px-4 dark:text-gray-300 dark:bg-gray-850"
Timothy J. Baek's avatar
Timothy J. Baek committed
719
720
721
												on:click={() => {
													modelUploadInputElement.click();
												}}
722
											>
723
724
725
												{#if modelInputFile && modelInputFile.length > 0}
													{modelInputFile[0].name}
												{:else}
Ased Mammad's avatar
Ased Mammad committed
726
													{$i18n.t('Click here to select')}
727
728
												{/if}
											</button>
729
730
										</div>
									{:else}
731
732
733
734
735
736
737
738
739
										<div class="flex-1 {modelFileUrl !== '' ? 'mr-2' : ''}">
											<input
												class="w-full rounded-lg text-left py-2 px-4 dark:text-gray-300 dark:bg-gray-850 outline-none {modelFileUrl !==
												''
													? 'mr-2'
													: ''}"
												type="url"
												required
												bind:value={modelFileUrl}
Ased Mammad's avatar
Ased Mammad committed
740
												placeholder={$i18n.t('Type Hugging Face Resolve (Download) URL')}
741
											/>
742
										</div>
743
									{/if}
744
								</div>
745

746
747
748
749
750
751
752
753
754
755
756
757
758
759
760
761
762
763
764
765
766
767
768
769
770
771
772
773
774
775
776
777
778
779
780
781
782
783
784
785
786
787
788
789
790
791
792
793
794
795
796
797
								{#if (modelUploadMode === 'file' && modelInputFile && modelInputFile.length > 0) || (modelUploadMode === 'url' && modelFileUrl !== '')}
									<button
										class="px-3 text-gray-100 bg-emerald-600 hover:bg-emerald-700 disabled:bg-gray-700 disabled:cursor-not-allowed rounded transition"
										type="submit"
										disabled={modelTransferring}
									>
										{#if modelTransferring}
											<div class="self-center">
												<svg
													class=" w-4 h-4"
													viewBox="0 0 24 24"
													fill="currentColor"
													xmlns="http://www.w3.org/2000/svg"
													><style>
														.spinner_ajPY {
															transform-origin: center;
															animation: spinner_AtaB 0.75s infinite linear;
														}
														@keyframes spinner_AtaB {
															100% {
																transform: rotate(360deg);
															}
														}
													</style><path
														d="M12,1A11,11,0,1,0,23,12,11,11,0,0,0,12,1Zm0,19a8,8,0,1,1,8-8A8,8,0,0,1,12,20Z"
														opacity=".25"
													/><path
														d="M10.14,1.16a11,11,0,0,0-9,8.92A1.59,1.59,0,0,0,2.46,12,1.52,1.52,0,0,0,4.11,10.7a8,8,0,0,1,6.66-6.61A1.42,1.42,0,0,0,12,2.69h0A1.57,1.57,0,0,0,10.14,1.16Z"
														class="spinner_ajPY"
													/></svg
												>
											</div>
										{:else}
											<svg
												xmlns="http://www.w3.org/2000/svg"
												viewBox="0 0 16 16"
												fill="currentColor"
												class="w-4 h-4"
											>
												<path
													d="M7.25 10.25a.75.75 0 0 0 1.5 0V4.56l2.22 2.22a.75.75 0 1 0 1.06-1.06l-3.5-3.5a.75.75 0 0 0-1.06 0l-3.5 3.5a.75.75 0 0 0 1.06 1.06l2.22-2.22v5.69Z"
												/>
												<path
													d="M3.5 9.75a.75.75 0 0 0-1.5 0v1.5A2.75 2.75 0 0 0 4.75 14h6.5A2.75 2.75 0 0 0 14 11.25v-1.5a.75.75 0 0 0-1.5 0v1.5c0 .69-.56 1.25-1.25 1.25h-6.5c-.69 0-1.25-.56-1.25-1.25v-1.5Z"
												/>
											</svg>
										{/if}
									</button>
								{/if}
							</div>

							{#if (modelUploadMode === 'file' && modelInputFile && modelInputFile.length > 0) || (modelUploadMode === 'url' && modelFileUrl !== '')}
798
								<div>
799
									<div>
Ased Mammad's avatar
Ased Mammad committed
800
										<div class=" my-2.5 text-sm font-medium">{$i18n.t('Modelfile Content')}</div>
801
802
803
804
805
806
										<textarea
											bind:value={modelFileContent}
											class="w-full rounded py-2 px-4 text-sm dark:text-gray-300 dark:bg-gray-800 outline-none resize-none"
											rows="6"
										/>
									</div>
807
								</div>
808
809
							{/if}
							<div class=" mt-1 text-xs text-gray-400 dark:text-gray-500">
Ased Mammad's avatar
Ased Mammad committed
810
811
								{$i18n.t('To access the GGUF models available for downloading,')}
								<a
812
813
									class=" text-gray-500 dark:text-gray-300 font-medium underline"
									href="https://huggingface.co/models?search=gguf"
Ased Mammad's avatar
Ased Mammad committed
814
									target="_blank">{$i18n.t('click here.')}</a
815
								>
Timothy J. Baek's avatar
Timothy J. Baek committed
816
							</div>
817

818
819
							{#if uploadProgress !== null}
								<div class="mt-2">
Ased Mammad's avatar
Ased Mammad committed
820
									<div class=" mb-2 text-xs">{$i18n.t('Upload Progress')}</div>
821

822
823
824
825
826
827
828
829
830
831
									<div class="w-full rounded-full dark:bg-gray-800">
										<div
											class="dark:bg-gray-600 bg-gray-500 text-xs font-medium text-gray-100 text-center p-0.5 leading-none rounded-full"
											style="width: {Math.max(15, uploadProgress ?? 0)}%"
										>
											{uploadProgress ?? 0}%
										</div>
									</div>
									<div class="mt-1 text-xs dark:text-gray-500" style="font-size: 0.5rem;">
										{modelFileDigest}
832
833
									</div>
								</div>
834
835
836
837
							{/if}
						</form>
					{/if}
				</div>
Timothy J. Baek's avatar
Timothy J. Baek committed
838
			</div>
839
840
			<hr class=" dark:border-gray-700 my-2" />
		{/if}
Timothy J. Baek's avatar
Timothy J. Baek committed
841

842
843
		<div class=" space-y-3">
			<div class="mt-2 space-y-3 pr-1.5">
Timothy J. Baek's avatar
Timothy J. Baek committed
844
				<div>
845
					<div class="mb-2">
846
						<div class="flex justify-between items-center text-xs">
847
							<div class=" text-sm font-medium">{$i18n.t('Manage LiteLLM Models')}</div>
848
849
850
851
							<button
								class=" text-xs font-medium text-gray-500"
								type="button"
								on:click={() => {
852
									showLiteLLM = !showLiteLLM;
853
								}}>{showLiteLLM ? $i18n.t('Hide') : $i18n.t('Show')}</button
854
855
856
857
							>
						</div>
					</div>

858
859
860
					{#if showLiteLLM}
						<div>
							<div class="flex justify-between items-center text-xs">
Ased Mammad's avatar
Ased Mammad committed
861
								<div class=" text-sm font-medium">{$i18n.t('Add a model')}</div>
862
863
864
865
866
867
								<button
									class=" text-xs font-medium text-gray-500"
									type="button"
									on:click={() => {
										showLiteLLMParams = !showLiteLLMParams;
									}}
Ased Mammad's avatar
Ased Mammad committed
868
869
870
									>{showLiteLLMParams
										? $i18n.t('Hide Additional Params')
										: $i18n.t('Show Additional Params')}</button
871
								>
872
							</div>
873
						</div>
874

875
876
877
878
879
						<div class="my-2 space-y-2">
							<div class="flex w-full mb-1.5">
								<div class="flex-1 mr-2">
									<input
										class="w-full rounded-lg py-2 px-4 text-sm dark:text-gray-300 dark:bg-gray-850 outline-none"
Ased Mammad's avatar
Ased Mammad committed
880
										placeholder={$i18n.t('Enter LiteLLM Model (litellm_params.model)')}
881
882
										bind:value={liteLLMModel}
										autocomplete="off"
883
									/>
884
								</div>
885

886
887
888
889
890
891
892
893
894
895
896
897
898
899
								<button
									class="px-2.5 bg-gray-100 hover:bg-gray-200 text-gray-800 dark:bg-gray-850 dark:hover:bg-gray-800 dark:text-gray-100 rounded-lg transition"
									on:click={() => {
										addLiteLLMModelHandler();
									}}
								>
									<svg
										xmlns="http://www.w3.org/2000/svg"
										viewBox="0 0 16 16"
										fill="currentColor"
										class="w-4 h-4"
									>
										<path
											d="M8.75 3.75a.75.75 0 0 0-1.5 0v3.5h-3.5a.75.75 0 0 0 0 1.5h3.5v3.5a.75.75 0 0 0 1.5 0v-3.5h3.5a.75.75 0 0 0 0-1.5h-3.5v-3.5Z"
900
										/>
901
902
									</svg>
								</button>
903
904
							</div>

905
906
							{#if showLiteLLMParams}
								<div>
907
									<div class=" mb-1.5 text-sm font-medium">{$i18n.t('Model Name')}</div>
908
909
910
911
912
913
914
915
916
									<div class="flex w-full">
										<div class="flex-1">
											<input
												class="w-full rounded-lg py-2 px-4 text-sm dark:text-gray-300 dark:bg-gray-850 outline-none"
												placeholder="Enter Model Name (model_name)"
												bind:value={liteLLMModelName}
												autocomplete="off"
											/>
										</div>
917
918
919
									</div>
								</div>

920
								<div>
Ased Mammad's avatar
Ased Mammad committed
921
									<div class=" mb-1.5 text-sm font-medium">{$i18n.t('API Base URL')}</div>
922
923
924
925
									<div class="flex w-full">
										<div class="flex-1">
											<input
												class="w-full rounded-lg py-2 px-4 text-sm dark:text-gray-300 dark:bg-gray-850 outline-none"
Ased Mammad's avatar
Ased Mammad committed
926
927
928
												placeholder={$i18n.t(
													'Enter LiteLLM API Base URL (litellm_params.api_base)'
												)}
929
930
931
932
												bind:value={liteLLMAPIBase}
												autocomplete="off"
											/>
										</div>
933
934
935
									</div>
								</div>

936
								<div>
Ased Mammad's avatar
Ased Mammad committed
937
									<div class=" mb-1.5 text-sm font-medium">{$i18n.t('API Key')}</div>
938
939
940
941
									<div class="flex w-full">
										<div class="flex-1">
											<input
												class="w-full rounded-lg py-2 px-4 text-sm dark:text-gray-300 dark:bg-gray-850 outline-none"
Ased Mammad's avatar
Ased Mammad committed
942
												placeholder={$i18n.t('Enter LiteLLM API Key (litellm_params.api_key)')}
943
944
945
946
												bind:value={liteLLMAPIKey}
												autocomplete="off"
											/>
										</div>
947
948
									</div>
								</div>
949

950
								<div>
Ased Mammad's avatar
Ased Mammad committed
951
									<div class="mb-1.5 text-sm font-medium">{$i18n.t('API RPM')}</div>
952
953
954
955
									<div class="flex w-full">
										<div class="flex-1">
											<input
												class="w-full rounded-lg py-2 px-4 text-sm dark:text-gray-300 dark:bg-gray-850 outline-none"
Ased Mammad's avatar
Ased Mammad committed
956
												placeholder={$i18n.t('Enter LiteLLM API RPM (litellm_params.rpm)')}
957
958
959
960
												bind:value={liteLLMRPM}
												autocomplete="off"
											/>
										</div>
961
962
									</div>
								</div>
Timothy J. Baek's avatar
Timothy J. Baek committed
963

964
								<div>
Ased Mammad's avatar
Ased Mammad committed
965
									<div class="mb-1.5 text-sm font-medium">{$i18n.t('Max Tokens')}</div>
966
967
968
969
									<div class="flex w-full">
										<div class="flex-1">
											<input
												class="w-full rounded-lg py-2 px-4 text-sm dark:text-gray-300 dark:bg-gray-850 outline-none"
Ased Mammad's avatar
Ased Mammad committed
970
												placeholder={$i18n.t('Enter Max Tokens (litellm_params.max_tokens)')}
971
972
973
974
975
976
												bind:value={liteLLMMaxTokens}
												type="number"
												min="1"
												autocomplete="off"
											/>
										</div>
977
									</div>
978
								</div>
979
							{/if}
980
981
						</div>

982
						<div class="mb-2 text-xs text-gray-400 dark:text-gray-500">
Ased Mammad's avatar
Ased Mammad committed
983
							{$i18n.t('Not sure what to add?')}
984
985
986
987
988
							<a
								class=" text-gray-300 font-medium underline"
								href="https://litellm.vercel.app/docs/proxy/configs#quick-start"
								target="_blank"
							>
Ased Mammad's avatar
Ased Mammad committed
989
								{$i18n.t('Click here for help.')}
990
							</a>
991
992
993
						</div>

						<div>
Ased Mammad's avatar
Ased Mammad committed
994
							<div class=" mb-2.5 text-sm font-medium">{$i18n.t('Delete a model')}</div>
995
							<div class="flex w-full">
996
997
998
999
								<div class="flex-1 mr-2">
									<select
										class="w-full rounded-lg py-2 px-4 text-sm dark:text-gray-300 dark:bg-gray-850 outline-none"
										bind:value={deleteLiteLLMModelId}
Ased Mammad's avatar
Ased Mammad committed
1000
										placeholder={$i18n.t('Select a model')}
1001
1002
									>
										{#if !deleteLiteLLMModelId}
Ased Mammad's avatar
Ased Mammad committed
1003
											<option value="" disabled selected>{$i18n.t('Select a model')}</option>
1004
1005
1006
1007
1008
1009
1010
										{/if}
										{#each liteLLMModelInfo as model}
											<option value={model.model_info.id} class="bg-gray-100 dark:bg-gray-700"
												>{model.model_name}</option
											>
										{/each}
									</select>
1011
								</div>
1012
1013
1014
1015
1016
								<button
									class="px-2.5 bg-gray-100 hover:bg-gray-200 text-gray-800 dark:bg-gray-850 dark:hover:bg-gray-800 dark:text-gray-100 rounded-lg transition"
									on:click={() => {
										deleteLiteLLMModelHandler();
									}}
1017
								>
1018
1019
1020
1021
1022
1023
1024
1025
1026
1027
1028
1029
1030
									<svg
										xmlns="http://www.w3.org/2000/svg"
										viewBox="0 0 16 16"
										fill="currentColor"
										class="w-4 h-4"
									>
										<path
											fill-rule="evenodd"
											d="M5 3.25V4H2.75a.75.75 0 0 0 0 1.5h.3l.815 8.15A1.5 1.5 0 0 0 5.357 15h5.285a1.5 1.5 0 0 0 1.493-1.35l.815-8.15h.3a.75.75 0 0 0 0-1.5H11v-.75A2.25 2.25 0 0 0 8.75 1h-1.5A2.25 2.25 0 0 0 5 3.25Zm2.25-.75a.75.75 0 0 0-.75.75V4h3v-.75a.75.75 0 0 0-.75-.75h-1.5ZM6.05 6a.75.75 0 0 1 .787.713l.275 5.5a.75.75 0 0 1-1.498.075l-.275-5.5A.75.75 0 0 1 6.05 6Zm3.9 0a.75.75 0 0 1 .712.787l-.275 5.5a.75.75 0 0 1-1.498-.075l.275-5.5a.75.75 0 0 1 .786-.711Z"
											clip-rule="evenodd"
										/>
									</svg>
								</button>
1031
1032
1033
							</div>
						</div>
					{/if}
Timothy J. Baek's avatar
Timothy J. Baek committed
1034
1035
				</div>
			</div>
1036
		</div>
Timothy J. Baek's avatar
Timothy J. Baek committed
1037
	</div>
Ased Mammad's avatar
Ased Mammad committed
1038
</div>