open-webui/src/lib/utils/index.ts

import { v4 as uuidv4 } from 'uuid';
import sha256 from 'js-sha256';
import { getOllamaModels } from '$lib/apis/ollama';
import { getOpenAIModels } from '$lib/apis/openai';
import { getLiteLLMModels } from '$lib/apis/litellm';

export const getModels = async (token: string) => {
	let models = await Promise.all([
		await getOllamaModels(token).catch((error) => {
			console.log(error);
			return null;
		}),
		await getOpenAIModels(token).catch((error) => {
			console.log(error);
			return null;
		}),
		await getLiteLLMModels(token).catch((error) => {
			console.log(error);
			return null;
		})
	]);

	models = models
		.filter((models) => models)
		.reduce((a, e, i, arr) => a.concat(e, ...(i < arr.length - 1 ? [{ name: 'hr' }] : [])), []);

	return models;
};

//////////////////////////
// Helper functions
//////////////////////////

export const capitalizeFirstLetter = (string) => {
	return string.charAt(0).toUpperCase() + string.slice(1);
};

export const splitStream = (splitOn) => {
	let buffer = '';
	return new TransformStream({
		transform(chunk, controller) {
			buffer += chunk;
			const parts = buffer.split(splitOn);
			parts.slice(0, -1).forEach((part) => controller.enqueue(part));
			buffer = parts[parts.length - 1];
		},
		flush(controller) {
			if (buffer) controller.enqueue(buffer);
		}
	});
};

export const convertMessagesToHistory = (messages) => {
	const history = {
		messages: {},
		currentId: null
	};

	let parentMessageId = null;
	let messageId = null;

	for (const message of messages) {
		messageId = uuidv4();

		if (parentMessageId !== null) {
			history.messages[parentMessageId].childrenIds = [
				...history.messages[parentMessageId].childrenIds,
				messageId
			];
		}

		history.messages[messageId] = {
			...message,
			id: messageId,
			parentId: parentMessageId,
			childrenIds: []
		};

		parentMessageId = messageId;
	}

	history.currentId = messageId;
	return history;
};

export const getGravatarURL = (email) => {
	// Trim leading and trailing whitespace from
	// an email address and force all characters
	// to lower case
	const address = String(email).trim().toLowerCase();

	// Create a SHA256 hash of the final string
	const hash = sha256(address);

	// Grab the actual image URL
	return `https://www.gravatar.com/avatar/${hash}`;
};

export const generateInitialsImage = (name) => {
	const canvas = document.createElement('canvas');
	const ctx = canvas.getContext('2d');
	canvas.width = 100;
	canvas.height = 100;

	ctx.fillStyle = '#F39C12';
	ctx.fillRect(0, 0, canvas.width, canvas.height);

	ctx.fillStyle = '#FFFFFF';
	ctx.font = '40px Helvetica';
	ctx.textAlign = 'center';
	ctx.textBaseline = 'middle';
	const firstNameInitial = name[0];
	const lastNameInitial = name.lastIndexOf(' ') > -1 ? name[name.lastIndexOf(' ') + 1] : '';
    const initials = `${firstNameInitial}${lastNameInitial}`.toUpperCase()
	
	ctx.fillText(initials.toUpperCase(), canvas.width / 2, canvas.height / 2);

	return canvas.toDataURL();
};

export const copyToClipboard = (text) => {
	if (!navigator.clipboard) {
		const textArea = document.createElement('textarea');
		textArea.value = text;

		// Avoid scrolling to bottom
		textArea.style.top = '0';
		textArea.style.left = '0';
		textArea.style.position = 'fixed';

		document.body.appendChild(textArea);
		textArea.focus();
		textArea.select();

		try {
			const successful = document.execCommand('copy');
			const msg = successful ? 'successful' : 'unsuccessful';
			console.log('Fallback: Copying text command was ' + msg);
		} catch (err) {
			console.error('Fallback: Oops, unable to copy', err);
		}

		document.body.removeChild(textArea);
		return;
	}
	navigator.clipboard.writeText(text).then(
		function () {
			console.log('Async: Copying to clipboard was successful!');
		},
		function (err) {
			console.error('Async: Could not copy text: ', err);
		}
	);
};

export const compareVersion = (latest, current) => {
	return current === '0.0.0'
		? false
		: current.localeCompare(latest, undefined, {
				numeric: true,
				sensitivity: 'case',
				caseFirst: 'upper'
		  }) < 0;
};

export const findWordIndices = (text) => {
	const regex = /\[([^\]]+)\]/g;
	const matches = [];
	let match;

	while ((match = regex.exec(text)) !== null) {
		matches.push({
			word: match[1],
			startIndex: match.index,
			endIndex: regex.lastIndex - 1
		});
	}

	return matches;
};

export const removeFirstHashWord = (inputString) => {
	// Split the string into an array of words
	const words = inputString.split(' ');

	// Find the index of the first word that starts with #
	const index = words.findIndex((word) => word.startsWith('#'));

	// Remove the first word with #
	if (index !== -1) {
		words.splice(index, 1);
	}

	// Join the remaining words back into a string
	const resultString = words.join(' ');

	return resultString;
};

export const transformFileName = (fileName) => {
	// Convert to lowercase
	const lowerCaseFileName = fileName.toLowerCase();

	// Remove special characters using regular expression
	const sanitizedFileName = lowerCaseFileName.replace(/[^\w\s]/g, '');

	// Replace spaces with dashes
	const finalFileName = sanitizedFileName.replace(/\s+/g, '-');

	return finalFileName;
};

export const calculateSHA256 = async (file) => {
	// Create a FileReader to read the file asynchronously
	const reader = new FileReader();

	// Define a promise to handle the file reading
	const readFile = new Promise((resolve, reject) => {
		reader.onload = () => resolve(reader.result);
		reader.onerror = reject;
	});

	// Read the file as an ArrayBuffer
	reader.readAsArrayBuffer(file);

	try {
		// Wait for the FileReader to finish reading the file
		const buffer = await readFile;

		// Convert the ArrayBuffer to a Uint8Array
		const uint8Array = new Uint8Array(buffer);

		// Calculate the SHA-256 hash using Web Crypto API
		const hashBuffer = await crypto.subtle.digest('SHA-256', uint8Array);

		// Convert the hash to a hexadecimal string
		const hashArray = Array.from(new Uint8Array(hashBuffer));
		const hashHex = hashArray.map((byte) => byte.toString(16).padStart(2, '0')).join('');

		return `${hashHex}`;
	} catch (error) {
		console.error('Error calculating SHA-256 hash:', error);
		throw error;
	}
};

export const getImportOrigin = (_chats) => {
	// Check what external service chat imports are from
	if ('mapping' in _chats[0]) {
		return 'openai';
	}
	return 'webui';
};

const convertOpenAIMessages = (convo) => {
	// Parse OpenAI chat messages and create chat dictionary for creating new chats
	const mapping = convo['mapping'];
	const messages = [];
	let currentId = '';
	let lastId = null;

	for (let message_id in mapping) {
		const message = mapping[message_id];
		currentId = message_id;
		try {
			if (
				messages.length == 0 &&
				(message['message'] == null ||
					(message['message']['content']['parts']?.[0] == '' &&
						message['message']['content']['text'] == null))
			) {
				// Skip chat messages with no content
				continue;
			} else {
				const new_chat = {
					id: message_id,
					parentId: lastId,
					childrenIds: message['children'] || [],
					role: message['message']?.['author']?.['role'] !== 'user' ? 'assistant' : 'user',
					content:
						message['message']?.['content']?.['parts']?.[0] ||
						message['message']?.['content']?.['text'] ||
						'',
					model: 'gpt-3.5-turbo',
					done: true,
					context: null
				};
				messages.push(new_chat);
				lastId = currentId;
			}
		} catch (error) {
			console.log('Error with', message, '\nError:', error);
		}
	}

	let history = {};
	messages.forEach((obj) => (history[obj.id] = obj));

	const chat = {
		history: {
			currentId: currentId,
			messages: history // Need to convert this to not a list and instead a json object
		},
		models: ['gpt-3.5-turbo'],
		messages: messages,
		options: {},
		timestamp: convo['create_time'],
		title: convo['title'] ?? 'New Chat'
	};
	return chat;
};

const validateChat = (chat) => {
	// Because ChatGPT sometimes has features we can't use like DALL-E or migh have corrupted messages, need to validate
	const messages = chat.messages;

	// Check if messages array is empty
	if (messages.length === 0) {
		return false;
	}

	// Last message's children should be an empty array
	const lastMessage = messages[messages.length - 1];
	if (lastMessage.childrenIds.length !== 0) {
		return false;
	}

	// First message's parent should be null
	const firstMessage = messages[0];
	if (firstMessage.parentId !== null) {
		return false;
	}

	// Every message's content should be a string
	for (let message of messages) {
		if (typeof message.content !== 'string') {
			return false;
		}
	}

	return true;
};

export const convertOpenAIChats = (_chats) => {
	// Create a list of dictionaries with each conversation from import
	const chats = [];
	let failed = 0;
	for (let convo of _chats) {
		const chat = convertOpenAIMessages(convo);

		if (validateChat(chat)) {
			chats.push({
				id: convo['id'],
				user_id: '',
				title: convo['title'],
				chat: chat,
				timestamp: convo['timestamp']
			});
		} else {
			failed++;
		}
	}
	console.log(failed, 'Conversations could not be imported');
	return chats;
};

export const isValidHttpUrl = (string) => {
	let url;

	try {
		url = new URL(string);
	} catch (_) {
		return false;
	}

	return url.protocol === 'http:' || url.protocol === 'https:';
};

export const removeEmojis = (str) => {
	// Regular expression to match emojis
	const emojiRegex = /[\uD800-\uDBFF][\uDC00-\uDFFF]|\uD83C[\uDC00-\uDFFF]|\uD83D[\uDC00-\uDE4F]/g;

	// Replace emojis with an empty string
	return str.replace(emojiRegex, '');
};

export const extractSentences = (text) => {
	// Split the paragraph into sentences based on common punctuation marks
	const sentences = text.split(/(?<=[.!?])/);

	return sentences
		.map((sentence) => removeEmojis(sentence.trim()))
		.filter((sentence) => sentence !== '');
};

export const blobToFile = (blob, fileName) => {
	// Create a new File object from the Blob
	const file = new File([blob], fileName, { type: blob.type });
	return file;
};