Files
llama.cpp/tools/server/webui/src/lib/utils/convert-files-to-extra.ts
T
Xuan-Son Nguyen ec18edfcba server: introduce API for serving / loading / unloading multiple models (#17470)
* server: add model management and proxy

* fix compile error

* does this fix windows?

* fix windows build

* use subprocess.h, better logging

* add test

* fix windows

* feat: Model/Router server architecture WIP

* more stable

* fix unsafe pointer

* also allow terminate loading model

* add is_active()

* refactor: Architecture improvements

* tmp apply upstream fix

* address most problems

* address thread safety issue

* address review comment

* add docs (first version)

* address review comment

* feat: Improved UX for model information, modality interactions etc

* chore: update webui build output

* refactor: Use only the message data `model` property for displaying model used info

* chore: update webui build output

* add --models-dir param

* feat: New Model Selection UX WIP

* chore: update webui build output

* feat: Add auto-mic setting

* feat: Attachments UX improvements

* implement LRU

* remove default model path

* better --models-dir

* add env for args

* address review comments

* fix compile

* refactor: Chat Form Submit component

* ad endpoint docs

* Merge remote-tracking branch 'webui/allozaur/server_model_management_v1_2' into xsn/server_model_maagement_v1_2

Co-authored-by: Aleksander <aleksander.grygier@gmail.com>

* feat: Add copy to clipboard to model name in model info dialog

* feat: Model unavailable UI state for model selector

* feat: Chat Form Actions UI logic improvements

* feat: Auto-select model from last assistant response

* chore: update webui build output

* expose args and exit_code in API

* add note

* support extra_args on loading model

* allow reusing args if auto_load

* typo docs

* oai-compat /models endpoint

* cleaner

* address review comments

* feat: Use `model` property for displaying the `repo/model-name` naming format

* refactor: Attachments data

* chore: update webui build output

* refactor: Enum imports

* feat: Improve Model Selector responsiveness

* chore: update webui build output

* refactor: Cleanup

* refactor: Cleanup

* refactor: Formatters

* chore: update webui build output

* refactor: Copy To Clipboard Icon component

* chore: update webui build output

* refactor: Cleanup

* chore: update webui build output

* refactor: UI badges

* chore: update webui build output

* refactor: Cleanup

* refactor: Cleanup

* chore: update webui build output

* add --models-allow-extra-args for security

* nits

* add stdin_file

* fix merge

* fix: Retrieve lost setting after resolving merge conflict

* refactor: DatabaseStore -> DatabaseService

* refactor: Database, Conversations & Chat services + stores architecture improvements (WIP)

* refactor: Remove redundant settings

* refactor: Multi-model business logic WIP

* chore: update webui build output

* feat: Switching models logic for ChatForm or when regenerating messges + modality detection logic

* chore: update webui build output

* fix: Add `untrack` inside chat processing info data logic to prevent infinite effect

* fix: Regenerate

* feat: Remove redundant settigns + rearrange

* fix: Audio attachments

* refactor: Icons

* chore: update webui build output

* feat: Model management and selection features WIP

* chore: update webui build output

* refactor: Improve server properties management

* refactor: Icons

* chore: update webui build output

* feat: Improve model loading/unloading status updates

* chore: update webui build output

* refactor: Improve API header management via utility functions

* remove support for extra args

* set hf_repo/docker_repo as model alias when posible

* refactor: Remove ConversationsService

* refactor: Chat requests abort handling

* refactor: Server store

* tmp webui build

* refactor: Model modality handling

* chore: update webui build output

* refactor: Processing state reactivity

* fix: UI

* refactor: Services/Stores syntax + logic improvements

Refactors components to access stores directly instead of using exported getter functions.

This change centralizes store access and logic, simplifying component code and improving maintainability by reducing the number of exported functions and promoting direct store interaction.

Removes exported getter functions from `chat.svelte.ts`, `conversations.svelte.ts`, `models.svelte.ts` and `settings.svelte.ts`.

* refactor: Architecture cleanup

* feat: Improve statistic badges

* feat: Condition available models based on modality + better model loading strategy & UX

* docs: Architecture documentation

* feat: Update logic for PDF as Image

* add TODO for http client

* refactor: Enhance model info and attachment handling

* chore: update webui build output

* refactor: Components naming

* chore: update webui build output

* refactor: Cleanup

* refactor: DRY `getAttachmentDisplayItems` function + fix UI

* chore: update webui build output

* fix: Modality detection improvement for text-based PDF attachments

* refactor: Cleanup

* docs: Add info comment

* refactor: Cleanup

* re

* refactor: Cleanup

* refactor: Cleanup

* feat: Attachment logic & UI improvements

* refactor: Constants

* feat: Improve UI sidebar background color

* chore: update webui build output

* refactor: Utils imports + move types to `app.d.ts`

* test: Fix Storybook mocks

* chore: update webui build output

* test: Update Chat Form UI tests

* refactor: Tooltip Provider from core layout

* refactor: Tests to separate location

* decouple server_models from server_routes

* test: Move demo test  to tests/server

* refactor: Remove redundant method

* chore: update webui build output

* also route anthropic endpoints

* fix duplicated arg

* fix invalid ptr to shutdown_handler

* server : minor

* rm unused fn

* add ?autoload=true|false query param

* refactor: Remove redundant code

* docs: Update README documentations + architecture & data flow diagrams

* fix: Disable autoload on calling server props for the model

* chore: update webui build output

* fix ubuntu build

* fix: Model status reactivity

* fix: Modality detection for MODEL mode

* chore: update webui build output

---------

Co-authored-by: Aleksander Grygier <aleksander.grygier@gmail.com>
Co-authored-by: Georgi Gerganov <ggerganov@gmail.com>
2025-12-01 19:41:04 +01:00

193 lines
5.6 KiB
TypeScript

import { convertPDFToImage, convertPDFToText } from './pdf-processing';
import { isSvgMimeType, svgBase64UrlToPngDataURL } from './svg-to-png';
import { isWebpMimeType, webpBase64UrlToPngDataURL } from './webp-to-png';
import { FileTypeCategory, AttachmentType } from '$lib/enums';
import { config, settingsStore } from '$lib/stores/settings.svelte';
import { modelsStore } from '$lib/stores/models.svelte';
import { getFileTypeCategory } from '$lib/utils';
import { readFileAsText, isLikelyTextFile } from './text-files';
import { toast } from 'svelte-sonner';
function readFileAsBase64(file: File): Promise<string> {
return new Promise((resolve, reject) => {
const reader = new FileReader();
reader.onload = () => {
// Extract base64 data without the data URL prefix
const dataUrl = reader.result as string;
const base64 = dataUrl.split(',')[1];
resolve(base64);
};
reader.onerror = () => reject(reader.error);
reader.readAsDataURL(file);
});
}
export interface FileProcessingResult {
extras: DatabaseMessageExtra[];
emptyFiles: string[];
}
export async function parseFilesToMessageExtras(
files: ChatUploadedFile[],
activeModelId?: string
): Promise<FileProcessingResult> {
const extras: DatabaseMessageExtra[] = [];
const emptyFiles: string[] = [];
for (const file of files) {
if (getFileTypeCategory(file.type) === FileTypeCategory.IMAGE) {
if (file.preview) {
let base64Url = file.preview;
if (isSvgMimeType(file.type)) {
try {
base64Url = await svgBase64UrlToPngDataURL(base64Url);
} catch (error) {
console.error('Failed to convert SVG to PNG for database storage:', error);
}
} else if (isWebpMimeType(file.type)) {
try {
base64Url = await webpBase64UrlToPngDataURL(base64Url);
} catch (error) {
console.error('Failed to convert WebP to PNG for database storage:', error);
}
}
extras.push({
type: AttachmentType.IMAGE,
name: file.name,
base64Url
});
}
} else if (getFileTypeCategory(file.type) === FileTypeCategory.AUDIO) {
// Process audio files (MP3 and WAV)
try {
const base64Data = await readFileAsBase64(file.file);
extras.push({
type: AttachmentType.AUDIO,
name: file.name,
base64Data: base64Data,
mimeType: file.type
});
} catch (error) {
console.error(`Failed to process audio file ${file.name}:`, error);
}
} else if (getFileTypeCategory(file.type) === FileTypeCategory.PDF) {
try {
// Always get base64 data for preview functionality
const base64Data = await readFileAsBase64(file.file);
const currentConfig = config();
// Use per-model vision check for router mode
const hasVisionSupport = activeModelId
? modelsStore.modelSupportsVision(activeModelId)
: false;
// Force PDF-to-text for non-vision models
let shouldProcessAsImages = Boolean(currentConfig.pdfAsImage) && hasVisionSupport;
// If user had pdfAsImage enabled but model doesn't support vision, update setting and notify
if (currentConfig.pdfAsImage && !hasVisionSupport) {
console.log('Non-vision model detected: forcing PDF-to-text mode and updating settings');
// Update the setting in localStorage
settingsStore.updateConfig('pdfAsImage', false);
// Show toast notification to user
toast.warning(
'PDF setting changed: Non-vision model detected, PDFs will be processed as text instead of images.',
{
duration: 5000
}
);
shouldProcessAsImages = false;
}
if (shouldProcessAsImages) {
// Process PDF as images (only for vision models)
try {
const images = await convertPDFToImage(file.file);
// Show success toast for PDF image processing
toast.success(
`PDF "${file.name}" processed as ${images.length} images for vision model.`,
{
duration: 3000
}
);
extras.push({
type: AttachmentType.PDF,
name: file.name,
content: `PDF file with ${images.length} pages`,
images: images,
processedAsImages: true,
base64Data: base64Data
});
} catch (imageError) {
console.warn(
`Failed to process PDF ${file.name} as images, falling back to text:`,
imageError
);
// Fallback to text processing
const content = await convertPDFToText(file.file);
extras.push({
type: AttachmentType.PDF,
name: file.name,
content: content,
processedAsImages: false,
base64Data: base64Data
});
}
} else {
// Process PDF as text (default or forced for non-vision models)
const content = await convertPDFToText(file.file);
// Show success toast for PDF text processing
toast.success(`PDF "${file.name}" processed as text content.`, {
duration: 3000
});
extras.push({
type: AttachmentType.PDF,
name: file.name,
content: content,
processedAsImages: false,
base64Data: base64Data
});
}
} catch (error) {
console.error(`Failed to process PDF file ${file.name}:`, error);
}
} else {
try {
const content = await readFileAsText(file.file);
// Check if file is empty
if (content.trim() === '') {
console.warn(`File ${file.name} is empty and will be skipped`);
emptyFiles.push(file.name);
} else if (isLikelyTextFile(content)) {
extras.push({
type: AttachmentType.TEXT,
name: file.name,
content: content
});
} else {
console.warn(`File ${file.name} appears to be binary and will be skipped`);
}
} catch (error) {
console.error(`Failed to read file ${file.name}:`, error);
}
}
}
return { extras, emptyFiles };
}