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			942 lines
		
	
	
		
			34 KiB
		
	
	
	
		
			JavaScript
		
	
	
	
	
	
			
		
		
	
	
			942 lines
		
	
	
		
			34 KiB
		
	
	
	
		
			JavaScript
		
	
	
	
	
	
import { getStringHash, debounce, waitUntilCondition, extractAllWords } from '../../utils.js';
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import { getContext, getApiUrl, extension_settings, doExtrasFetch, modules, renderExtensionTemplateAsync } from '../../extensions.js';
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import {
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    activateSendButtons,
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    deactivateSendButtons,
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    animation_duration,
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    eventSource,
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    event_types,
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    extension_prompt_roles,
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    extension_prompt_types,
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    generateQuietPrompt,
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    is_send_press,
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    saveSettingsDebounced,
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    substituteParamsExtended,
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    generateRaw,
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    getMaxContextSize,
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} from '../../../script.js';
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import { is_group_generating, selected_group } from '../../group-chats.js';
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import { loadMovingUIState } from '../../power-user.js';
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import { dragElement } from '../../RossAscends-mods.js';
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import { getTextTokens, getTokenCountAsync, tokenizers } from '../../tokenizers.js';
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import { debounce_timeout } from '../../constants.js';
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import { SlashCommandParser } from '../../slash-commands/SlashCommandParser.js';
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import { SlashCommand } from '../../slash-commands/SlashCommand.js';
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import { ARGUMENT_TYPE, SlashCommandArgument, SlashCommandNamedArgument } from '../../slash-commands/SlashCommandArgument.js';
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import { MacrosParser } from '../../macros.js';
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export { MODULE_NAME };
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const MODULE_NAME = '1_memory';
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let lastCharacterId = null;
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let lastGroupId = null;
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let lastChatId = null;
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let lastMessageHash = null;
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let lastMessageId = null;
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let inApiCall = false;
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const formatMemoryValue = function (value) {
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    if (!value) {
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        return '';
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    }
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    value = value.trim();
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    if (extension_settings.memory.template) {
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        return substituteParamsExtended(extension_settings.memory.template, { summary: value });
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    } else {
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        return `Summary: ${value}`;
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    }
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};
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const saveChatDebounced = debounce(() => getContext().saveChat(), debounce_timeout.relaxed);
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const summary_sources = {
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    'extras': 'extras',
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    'main': 'main',
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};
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const prompt_builders = {
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    DEFAULT: 0,
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    RAW_BLOCKING: 1,
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    RAW_NON_BLOCKING: 2,
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};
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const defaultPrompt = '[Pause your roleplay. Summarize the most important facts and events in the story so far. If a summary already exists in your memory, use that as a base and expand with new facts. Limit the summary to {{words}} words or less. Your response should include nothing but the summary.]';
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const defaultTemplate = '[Summary: {{summary}}]';
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const defaultSettings = {
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    memoryFrozen: false,
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    SkipWIAN: false,
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    source: summary_sources.extras,
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    prompt: defaultPrompt,
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    template: defaultTemplate,
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    position: extension_prompt_types.IN_PROMPT,
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    role: extension_prompt_roles.SYSTEM,
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    depth: 2,
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    promptWords: 200,
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    promptMinWords: 25,
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    promptMaxWords: 1000,
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    promptWordsStep: 25,
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    promptInterval: 10,
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    promptMinInterval: 0,
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    promptMaxInterval: 250,
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    promptIntervalStep: 1,
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    promptForceWords: 0,
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    promptForceWordsStep: 100,
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    promptMinForceWords: 0,
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    promptMaxForceWords: 10000,
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    overrideResponseLength: 0,
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    overrideResponseLengthMin: 0,
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    overrideResponseLengthMax: 4096,
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    overrideResponseLengthStep: 16,
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    maxMessagesPerRequest: 0,
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    maxMessagesPerRequestMin: 0,
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    maxMessagesPerRequestMax: 250,
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    maxMessagesPerRequestStep: 1,
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    prompt_builder: prompt_builders.DEFAULT,
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};
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function loadSettings() {
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    if (Object.keys(extension_settings.memory).length === 0) {
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        Object.assign(extension_settings.memory, defaultSettings);
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    }
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    for (const key of Object.keys(defaultSettings)) {
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        if (extension_settings.memory[key] === undefined) {
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            extension_settings.memory[key] = defaultSettings[key];
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        }
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    }
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    $('#summary_source').val(extension_settings.memory.source).trigger('change');
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    $('#memory_frozen').prop('checked', extension_settings.memory.memoryFrozen).trigger('input');
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    $('#memory_skipWIAN').prop('checked', extension_settings.memory.SkipWIAN).trigger('input');
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    $('#memory_prompt').val(extension_settings.memory.prompt).trigger('input');
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    $('#memory_prompt_words').val(extension_settings.memory.promptWords).trigger('input');
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    $('#memory_prompt_interval').val(extension_settings.memory.promptInterval).trigger('input');
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    $('#memory_template').val(extension_settings.memory.template).trigger('input');
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    $('#memory_depth').val(extension_settings.memory.depth).trigger('input');
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    $('#memory_role').val(extension_settings.memory.role).trigger('input');
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    $(`input[name="memory_position"][value="${extension_settings.memory.position}"]`).prop('checked', true).trigger('input');
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    $('#memory_prompt_words_force').val(extension_settings.memory.promptForceWords).trigger('input');
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    $(`input[name="memory_prompt_builder"][value="${extension_settings.memory.prompt_builder}"]`).prop('checked', true).trigger('input');
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    $('#memory_override_response_length').val(extension_settings.memory.overrideResponseLength).trigger('input');
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    $('#memory_max_messages_per_request').val(extension_settings.memory.maxMessagesPerRequest).trigger('input');
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    switchSourceControls(extension_settings.memory.source);
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}
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async function onPromptForceWordsAutoClick() {
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    const context = getContext();
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    const maxPromptLength = getMaxContextSize(extension_settings.memory.overrideResponseLength);
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    const chat = context.chat;
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    const allMessages = chat.filter(m => !m.is_system && m.mes).map(m => m.mes);
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    const messagesWordCount = allMessages.map(m => extractAllWords(m)).flat().length;
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    const averageMessageWordCount = messagesWordCount / allMessages.length;
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    const tokensPerWord = await getTokenCountAsync(allMessages.join('\n')) / messagesWordCount;
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    const wordsPerToken = 1 / tokensPerWord;
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    const maxPromptLengthWords = Math.round(maxPromptLength * wordsPerToken);
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    // How many words should pass so that messages will start be dropped out of context;
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    const wordsPerPrompt = Math.floor(maxPromptLength / tokensPerWord);
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    // How many words will be needed to fit the allowance buffer
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    const summaryPromptWords = extractAllWords(extension_settings.memory.prompt).length;
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    const promptAllowanceWords = maxPromptLengthWords - extension_settings.memory.promptWords - summaryPromptWords;
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    const averageMessagesPerPrompt = Math.floor(promptAllowanceWords / averageMessageWordCount);
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    const maxMessagesPerSummary = extension_settings.memory.maxMessagesPerRequest || 0;
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    const targetMessagesInPrompt = maxMessagesPerSummary > 0 ? maxMessagesPerSummary : Math.max(0, averageMessagesPerPrompt);
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    const targetSummaryWords = (targetMessagesInPrompt * averageMessageWordCount) + (promptAllowanceWords / 4);
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    console.table({
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        maxPromptLength,
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        maxPromptLengthWords,
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        promptAllowanceWords,
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        averageMessagesPerPrompt,
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        targetMessagesInPrompt,
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        targetSummaryWords,
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        wordsPerPrompt,
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        wordsPerToken,
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        tokensPerWord,
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        messagesWordCount,
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    });
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    const ROUNDING = 100;
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    extension_settings.memory.promptForceWords = Math.max(1, Math.floor(targetSummaryWords / ROUNDING) * ROUNDING);
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    $('#memory_prompt_words_force').val(extension_settings.memory.promptForceWords).trigger('input');
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}
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async function onPromptIntervalAutoClick() {
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    const context = getContext();
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    const maxPromptLength = getMaxContextSize(extension_settings.memory.overrideResponseLength);
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    const chat = context.chat;
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    const allMessages = chat.filter(m => !m.is_system && m.mes).map(m => m.mes);
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    const messagesWordCount = allMessages.map(m => extractAllWords(m)).flat().length;
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    const messagesTokenCount = await getTokenCountAsync(allMessages.join('\n'));
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    const tokensPerWord = messagesTokenCount / messagesWordCount;
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    const averageMessageTokenCount = messagesTokenCount / allMessages.length;
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    const targetSummaryTokens = Math.round(extension_settings.memory.promptWords * tokensPerWord);
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    const promptTokens = await getTokenCountAsync(extension_settings.memory.prompt);
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    const promptAllowance = maxPromptLength - promptTokens - targetSummaryTokens;
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    const maxMessagesPerSummary = extension_settings.memory.maxMessagesPerRequest || 0;
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    const averageMessagesPerPrompt = Math.floor(promptAllowance / averageMessageTokenCount);
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    const targetMessagesInPrompt = maxMessagesPerSummary > 0 ? maxMessagesPerSummary : Math.max(0, averageMessagesPerPrompt);
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    const adjustedAverageMessagesPerPrompt = targetMessagesInPrompt + (averageMessagesPerPrompt - targetMessagesInPrompt) / 4;
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    console.table({
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        maxPromptLength,
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        promptAllowance,
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        targetSummaryTokens,
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        promptTokens,
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        messagesWordCount,
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        messagesTokenCount,
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        tokensPerWord,
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        averageMessageTokenCount,
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        averageMessagesPerPrompt,
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        targetMessagesInPrompt,
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        adjustedAverageMessagesPerPrompt,
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        maxMessagesPerSummary,
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    });
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    const ROUNDING = 5;
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    extension_settings.memory.promptInterval = Math.max(1, Math.floor(adjustedAverageMessagesPerPrompt / ROUNDING) * ROUNDING);
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    $('#memory_prompt_interval').val(extension_settings.memory.promptInterval).trigger('input');
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}
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function onSummarySourceChange(event) {
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    const value = event.target.value;
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    extension_settings.memory.source = value;
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    switchSourceControls(value);
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    saveSettingsDebounced();
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}
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function switchSourceControls(value) {
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    $('#memory_settings [data-summary-source]').each((_, element) => {
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        const source = $(element).data('summary-source');
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        $(element).toggle(source === value);
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    });
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}
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function onMemoryFrozenInput() {
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    const value = Boolean($(this).prop('checked'));
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    extension_settings.memory.memoryFrozen = value;
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    saveSettingsDebounced();
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}
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function onMemorySkipWIANInput() {
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    const value = Boolean($(this).prop('checked'));
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    extension_settings.memory.SkipWIAN = value;
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    saveSettingsDebounced();
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}
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function onMemoryPromptWordsInput() {
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    const value = $(this).val();
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    extension_settings.memory.promptWords = Number(value);
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    $('#memory_prompt_words_value').text(extension_settings.memory.promptWords);
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    saveSettingsDebounced();
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}
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function onMemoryPromptIntervalInput() {
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    const value = $(this).val();
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    extension_settings.memory.promptInterval = Number(value);
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    $('#memory_prompt_interval_value').text(extension_settings.memory.promptInterval);
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    saveSettingsDebounced();
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}
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function onMemoryPromptRestoreClick() {
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    $('#memory_prompt').val(defaultPrompt).trigger('input');
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}
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function onMemoryPromptInput() {
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    const value = $(this).val();
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    extension_settings.memory.prompt = value;
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    saveSettingsDebounced();
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}
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function onMemoryTemplateInput() {
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    const value = $(this).val();
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    extension_settings.memory.template = value;
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    reinsertMemory();
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    saveSettingsDebounced();
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}
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function onMemoryDepthInput() {
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    const value = $(this).val();
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    extension_settings.memory.depth = Number(value);
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    reinsertMemory();
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    saveSettingsDebounced();
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}
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function onMemoryRoleInput() {
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    const value = $(this).val();
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    extension_settings.memory.role = Number(value);
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    reinsertMemory();
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    saveSettingsDebounced();
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}
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function onMemoryPositionChange(e) {
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    const value = e.target.value;
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    extension_settings.memory.position = value;
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    reinsertMemory();
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    saveSettingsDebounced();
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}
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function onMemoryPromptWordsForceInput() {
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    const value = $(this).val();
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    extension_settings.memory.promptForceWords = Number(value);
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    $('#memory_prompt_words_force_value').text(extension_settings.memory.promptForceWords);
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    saveSettingsDebounced();
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}
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function onOverrideResponseLengthInput() {
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    const value = $(this).val();
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    extension_settings.memory.overrideResponseLength = Number(value);
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    $('#memory_override_response_length_value').text(extension_settings.memory.overrideResponseLength);
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    saveSettingsDebounced();
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}
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function onMaxMessagesPerRequestInput() {
 | 
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    const value = $(this).val();
 | 
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    extension_settings.memory.maxMessagesPerRequest = Number(value);
 | 
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    $('#memory_max_messages_per_request_value').text(extension_settings.memory.maxMessagesPerRequest);
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    saveSettingsDebounced();
 | 
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}
 | 
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 | 
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function saveLastValues() {
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    const context = getContext();
 | 
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    lastGroupId = context.groupId;
 | 
						|
    lastCharacterId = context.characterId;
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						|
    lastChatId = context.chatId;
 | 
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    lastMessageId = context.chat?.length ?? null;
 | 
						|
    lastMessageHash = getStringHash((context.chat.length && context.chat[context.chat.length - 1]['mes']) ?? '');
 | 
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}
 | 
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 | 
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function getLatestMemoryFromChat(chat) {
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    if (!Array.isArray(chat) || !chat.length) {
 | 
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        return '';
 | 
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    }
 | 
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 | 
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    const reversedChat = chat.slice().reverse();
 | 
						|
    reversedChat.shift();
 | 
						|
    for (let mes of reversedChat) {
 | 
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        if (mes.extra && mes.extra.memory) {
 | 
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            return mes.extra.memory;
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        }
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    }
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 | 
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    return '';
 | 
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}
 | 
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 | 
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function getIndexOfLatestChatSummary(chat) {
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    if (!Array.isArray(chat) || !chat.length) {
 | 
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        return -1;
 | 
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    }
 | 
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 | 
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    const reversedChat = chat.slice().reverse();
 | 
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    reversedChat.shift();
 | 
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    for (let mes of reversedChat) {
 | 
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        if (mes.extra && mes.extra.memory) {
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            return chat.indexOf(mes);
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        }
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    }
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 | 
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    return -1;
 | 
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}
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 | 
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async function onChatEvent() {
 | 
						|
    // Module not enabled
 | 
						|
    if (extension_settings.memory.source === summary_sources.extras) {
 | 
						|
        if (!modules.includes('summarize')) {
 | 
						|
            return;
 | 
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        }
 | 
						|
    }
 | 
						|
 | 
						|
    const context = getContext();
 | 
						|
    const chat = context.chat;
 | 
						|
 | 
						|
    // no characters or group selected
 | 
						|
    if (!context.groupId && context.characterId === undefined) {
 | 
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        return;
 | 
						|
    }
 | 
						|
 | 
						|
    // Generation is in progress, summary prevented
 | 
						|
    if (is_send_press) {
 | 
						|
        return;
 | 
						|
    }
 | 
						|
 | 
						|
    // Chat/character/group changed
 | 
						|
    if ((context.groupId && lastGroupId !== context.groupId) || (context.characterId !== lastCharacterId) || (context.chatId !== lastChatId)) {
 | 
						|
        const latestMemory = getLatestMemoryFromChat(chat);
 | 
						|
        setMemoryContext(latestMemory, false);
 | 
						|
        saveLastValues();
 | 
						|
        return;
 | 
						|
    }
 | 
						|
 | 
						|
    // Currently summarizing or frozen state - skip
 | 
						|
    if (inApiCall || extension_settings.memory.memoryFrozen) {
 | 
						|
        return;
 | 
						|
    }
 | 
						|
 | 
						|
    // No new messages - do nothing
 | 
						|
    if (chat.length === 0 || (lastMessageId === chat.length && getStringHash(chat[chat.length - 1].mes) === lastMessageHash)) {
 | 
						|
        return;
 | 
						|
    }
 | 
						|
 | 
						|
    // Messages has been deleted - rewrite the context with the latest available memory
 | 
						|
    if (chat.length < lastMessageId) {
 | 
						|
        const latestMemory = getLatestMemoryFromChat(chat);
 | 
						|
        setMemoryContext(latestMemory, false);
 | 
						|
    }
 | 
						|
 | 
						|
    // Message has been edited / regenerated - delete the saved memory
 | 
						|
    if (chat.length
 | 
						|
        && chat[chat.length - 1].extra
 | 
						|
        && chat[chat.length - 1].extra.memory
 | 
						|
        && lastMessageId === chat.length
 | 
						|
        && getStringHash(chat[chat.length - 1].mes) !== lastMessageHash) {
 | 
						|
        delete chat[chat.length - 1].extra.memory;
 | 
						|
    }
 | 
						|
 | 
						|
    try {
 | 
						|
        await summarizeChat(context);
 | 
						|
    }
 | 
						|
    catch (error) {
 | 
						|
        console.log(error);
 | 
						|
    }
 | 
						|
    finally {
 | 
						|
        saveLastValues();
 | 
						|
    }
 | 
						|
}
 | 
						|
 | 
						|
async function forceSummarizeChat() {
 | 
						|
    if (extension_settings.memory.source === summary_sources.extras) {
 | 
						|
        toastr.warning('Force summarization is not supported for Extras API');
 | 
						|
        return;
 | 
						|
    }
 | 
						|
 | 
						|
    const context = getContext();
 | 
						|
 | 
						|
    const skipWIAN = extension_settings.memory.SkipWIAN;
 | 
						|
    console.log(`Skipping WIAN? ${skipWIAN}`);
 | 
						|
    if (!context.chatId) {
 | 
						|
        toastr.warning('No chat selected');
 | 
						|
        return '';
 | 
						|
    }
 | 
						|
 | 
						|
    toastr.info('Summarizing chat...', 'Please wait');
 | 
						|
    const value = await summarizeChatMain(context, true, skipWIAN);
 | 
						|
 | 
						|
    if (!value) {
 | 
						|
        toastr.warning('Failed to summarize chat');
 | 
						|
        return '';
 | 
						|
    }
 | 
						|
 | 
						|
    return value;
 | 
						|
}
 | 
						|
 | 
						|
/**
 | 
						|
 * Callback for the summarize command.
 | 
						|
 * @param {object} args Command arguments
 | 
						|
 * @param {string} text Text to summarize
 | 
						|
 */
 | 
						|
async function summarizeCallback(args, text) {
 | 
						|
    text = text.trim();
 | 
						|
 | 
						|
    // Using forceSummarizeChat to summarize the current chat
 | 
						|
    if (!text) {
 | 
						|
        return await forceSummarizeChat();
 | 
						|
    }
 | 
						|
 | 
						|
    const source = args.source || extension_settings.memory.source;
 | 
						|
    const prompt = substituteParamsExtended((args.prompt || extension_settings.memory.prompt), { words: extension_settings.memory.promptWords });
 | 
						|
 | 
						|
    try {
 | 
						|
        switch (source) {
 | 
						|
            case summary_sources.extras:
 | 
						|
                return await callExtrasSummarizeAPI(text);
 | 
						|
            case summary_sources.main:
 | 
						|
                return await generateRaw(text, '', false, false, prompt, extension_settings.memory.overrideResponseLength);
 | 
						|
            default:
 | 
						|
                toastr.warning('Invalid summarization source specified');
 | 
						|
                return '';
 | 
						|
        }
 | 
						|
    } catch (error) {
 | 
						|
        toastr.error(String(error), 'Failed to summarize text');
 | 
						|
        console.log(error);
 | 
						|
        return '';
 | 
						|
    }
 | 
						|
}
 | 
						|
 | 
						|
async function summarizeChat(context) {
 | 
						|
    const skipWIAN = extension_settings.memory.SkipWIAN;
 | 
						|
    switch (extension_settings.memory.source) {
 | 
						|
        case summary_sources.extras:
 | 
						|
            await summarizeChatExtras(context);
 | 
						|
            break;
 | 
						|
        case summary_sources.main:
 | 
						|
            await summarizeChatMain(context, false, skipWIAN);
 | 
						|
            break;
 | 
						|
        default:
 | 
						|
            break;
 | 
						|
    }
 | 
						|
}
 | 
						|
 | 
						|
async function summarizeChatMain(context, force, skipWIAN) {
 | 
						|
 | 
						|
    if (extension_settings.memory.promptInterval === 0 && !force) {
 | 
						|
        console.debug('Prompt interval is set to 0, skipping summarization');
 | 
						|
        return;
 | 
						|
    }
 | 
						|
 | 
						|
    try {
 | 
						|
        // Wait for group to finish generating
 | 
						|
        if (selected_group) {
 | 
						|
            await waitUntilCondition(() => is_group_generating === false, 1000, 10);
 | 
						|
        }
 | 
						|
        // Wait for the send button to be released
 | 
						|
        waitUntilCondition(() => is_send_press === false, 30000, 100);
 | 
						|
    } catch {
 | 
						|
        console.debug('Timeout waiting for is_send_press');
 | 
						|
        return;
 | 
						|
    }
 | 
						|
 | 
						|
    if (!context.chat.length) {
 | 
						|
        console.debug('No messages in chat to summarize');
 | 
						|
        return;
 | 
						|
    }
 | 
						|
 | 
						|
    if (context.chat.length < extension_settings.memory.promptInterval && !force) {
 | 
						|
        console.debug(`Not enough messages in chat to summarize (chat: ${context.chat.length}, interval: ${extension_settings.memory.promptInterval})`);
 | 
						|
        return;
 | 
						|
    }
 | 
						|
 | 
						|
    let messagesSinceLastSummary = 0;
 | 
						|
    let wordsSinceLastSummary = 0;
 | 
						|
    let conditionSatisfied = false;
 | 
						|
    for (let i = context.chat.length - 1; i >= 0; i--) {
 | 
						|
        if (context.chat[i].extra && context.chat[i].extra.memory) {
 | 
						|
            break;
 | 
						|
        }
 | 
						|
        messagesSinceLastSummary++;
 | 
						|
        wordsSinceLastSummary += extractAllWords(context.chat[i].mes).length;
 | 
						|
    }
 | 
						|
 | 
						|
    if (messagesSinceLastSummary >= extension_settings.memory.promptInterval) {
 | 
						|
        conditionSatisfied = true;
 | 
						|
    }
 | 
						|
 | 
						|
    if (extension_settings.memory.promptForceWords && wordsSinceLastSummary >= extension_settings.memory.promptForceWords) {
 | 
						|
        conditionSatisfied = true;
 | 
						|
    }
 | 
						|
 | 
						|
    if (!conditionSatisfied && !force) {
 | 
						|
        console.debug(`Summary conditions not satisfied (messages: ${messagesSinceLastSummary}, interval: ${extension_settings.memory.promptInterval}, words: ${wordsSinceLastSummary}, force words: ${extension_settings.memory.promptForceWords})`);
 | 
						|
        return;
 | 
						|
    }
 | 
						|
 | 
						|
    console.log('Summarizing chat, messages since last summary: ' + messagesSinceLastSummary, 'words since last summary: ' + wordsSinceLastSummary);
 | 
						|
    const prompt = substituteParamsExtended(extension_settings.memory.prompt, { words: extension_settings.memory.promptWords });
 | 
						|
 | 
						|
    if (!prompt) {
 | 
						|
        console.debug('Summarization prompt is empty. Skipping summarization.');
 | 
						|
        return;
 | 
						|
    }
 | 
						|
 | 
						|
    console.log('sending summary prompt');
 | 
						|
    let summary = '';
 | 
						|
    let index = null;
 | 
						|
 | 
						|
    if (prompt_builders.DEFAULT === extension_settings.memory.prompt_builder) {
 | 
						|
        summary = await generateQuietPrompt(prompt, false, skipWIAN, '', '', extension_settings.memory.overrideResponseLength);
 | 
						|
    }
 | 
						|
 | 
						|
    if ([prompt_builders.RAW_BLOCKING, prompt_builders.RAW_NON_BLOCKING].includes(extension_settings.memory.prompt_builder)) {
 | 
						|
        const lock = extension_settings.memory.prompt_builder === prompt_builders.RAW_BLOCKING;
 | 
						|
        try {
 | 
						|
            if (lock) {
 | 
						|
                deactivateSendButtons();
 | 
						|
            }
 | 
						|
 | 
						|
            const { rawPrompt, lastUsedIndex } = await getRawSummaryPrompt(context, prompt);
 | 
						|
 | 
						|
            if (lastUsedIndex === null || lastUsedIndex === -1) {
 | 
						|
                if (force) {
 | 
						|
                    toastr.info('To try again, remove the latest summary.', 'No messages found to summarize');
 | 
						|
                }
 | 
						|
 | 
						|
                return null;
 | 
						|
            }
 | 
						|
 | 
						|
            summary = await generateRaw(rawPrompt, '', false, false, prompt, extension_settings.memory.overrideResponseLength);
 | 
						|
            index = lastUsedIndex;
 | 
						|
        } finally {
 | 
						|
            if (lock) {
 | 
						|
                activateSendButtons();
 | 
						|
            }
 | 
						|
        }
 | 
						|
    }
 | 
						|
 | 
						|
    const newContext = getContext();
 | 
						|
 | 
						|
    // something changed during summarization request
 | 
						|
    if (newContext.groupId !== context.groupId
 | 
						|
        || newContext.chatId !== context.chatId
 | 
						|
        || (!newContext.groupId && (newContext.characterId !== context.characterId))) {
 | 
						|
        console.log('Context changed, summary discarded');
 | 
						|
        return;
 | 
						|
    }
 | 
						|
 | 
						|
    setMemoryContext(summary, true, index);
 | 
						|
    return summary;
 | 
						|
}
 | 
						|
 | 
						|
/**
 | 
						|
 * Get the raw summarization prompt from the chat context.
 | 
						|
 * @param {object} context ST context
 | 
						|
 * @param {string} prompt Summarization system prompt
 | 
						|
 * @returns {Promise<{rawPrompt: string, lastUsedIndex: number}>} Raw summarization prompt
 | 
						|
 */
 | 
						|
async function getRawSummaryPrompt(context, prompt) {
 | 
						|
    /**
 | 
						|
     * Get the memory string from the chat buffer.
 | 
						|
     * @param {boolean} includeSystem Include prompt into the memory string
 | 
						|
     * @returns {string} Memory string
 | 
						|
     */
 | 
						|
    function getMemoryString(includeSystem) {
 | 
						|
        const delimiter = '\n\n';
 | 
						|
        const stringBuilder = [];
 | 
						|
        const bufferString = chatBuffer.slice().join(delimiter);
 | 
						|
 | 
						|
        if (includeSystem) {
 | 
						|
            stringBuilder.push(prompt);
 | 
						|
        }
 | 
						|
 | 
						|
        if (latestSummary) {
 | 
						|
            stringBuilder.push(latestSummary);
 | 
						|
        }
 | 
						|
 | 
						|
        stringBuilder.push(bufferString);
 | 
						|
 | 
						|
        return stringBuilder.join(delimiter).trim();
 | 
						|
    }
 | 
						|
 | 
						|
    const chat = context.chat.slice();
 | 
						|
    const latestSummary = getLatestMemoryFromChat(chat);
 | 
						|
    const latestSummaryIndex = getIndexOfLatestChatSummary(chat);
 | 
						|
    chat.pop(); // We always exclude the last message from the buffer
 | 
						|
    const chatBuffer = [];
 | 
						|
    const PADDING = 64;
 | 
						|
    const PROMPT_SIZE = getMaxContextSize(extension_settings.memory.overrideResponseLength);
 | 
						|
    let latestUsedMessage = null;
 | 
						|
 | 
						|
    for (let index = latestSummaryIndex + 1; index < chat.length; index++) {
 | 
						|
        const message = chat[index];
 | 
						|
 | 
						|
        if (!message) {
 | 
						|
            break;
 | 
						|
        }
 | 
						|
 | 
						|
        if (message.is_system || !message.mes) {
 | 
						|
            continue;
 | 
						|
        }
 | 
						|
 | 
						|
        const entry = `${message.name}:\n${message.mes}`;
 | 
						|
        chatBuffer.push(entry);
 | 
						|
 | 
						|
        const tokens = await getTokenCountAsync(getMemoryString(true), PADDING);
 | 
						|
 | 
						|
        if (tokens > PROMPT_SIZE) {
 | 
						|
            chatBuffer.pop();
 | 
						|
            break;
 | 
						|
        }
 | 
						|
 | 
						|
        latestUsedMessage = message;
 | 
						|
 | 
						|
        if (extension_settings.memory.maxMessagesPerRequest > 0 && chatBuffer.length >= extension_settings.memory.maxMessagesPerRequest) {
 | 
						|
            break;
 | 
						|
        }
 | 
						|
    }
 | 
						|
 | 
						|
    const lastUsedIndex = context.chat.indexOf(latestUsedMessage);
 | 
						|
    const rawPrompt = getMemoryString(false);
 | 
						|
    return { rawPrompt, lastUsedIndex };
 | 
						|
}
 | 
						|
 | 
						|
async function summarizeChatExtras(context) {
 | 
						|
    function getMemoryString() {
 | 
						|
        return (longMemory + '\n\n' + memoryBuffer.slice().reverse().join('\n\n')).trim();
 | 
						|
    }
 | 
						|
 | 
						|
    const chat = context.chat;
 | 
						|
    const longMemory = getLatestMemoryFromChat(chat);
 | 
						|
    const reversedChat = chat.slice().reverse();
 | 
						|
    reversedChat.shift();
 | 
						|
    const memoryBuffer = [];
 | 
						|
    const CONTEXT_SIZE = 1024 - 64;
 | 
						|
 | 
						|
    for (const message of reversedChat) {
 | 
						|
        // we reached the point of latest memory
 | 
						|
        if (longMemory && message.extra && message.extra.memory == longMemory) {
 | 
						|
            break;
 | 
						|
        }
 | 
						|
 | 
						|
        // don't care about system
 | 
						|
        if (message.is_system) {
 | 
						|
            continue;
 | 
						|
        }
 | 
						|
 | 
						|
        // determine the sender's name
 | 
						|
        const entry = `${message.name}:\n${message.mes}`;
 | 
						|
        memoryBuffer.push(entry);
 | 
						|
 | 
						|
        // check if token limit was reached
 | 
						|
        const tokens = getTextTokens(tokenizers.GPT2, getMemoryString()).length;
 | 
						|
        if (tokens >= CONTEXT_SIZE) {
 | 
						|
            break;
 | 
						|
        }
 | 
						|
    }
 | 
						|
 | 
						|
    const resultingString = getMemoryString();
 | 
						|
    const resultingTokens = getTextTokens(tokenizers.GPT2, resultingString).length;
 | 
						|
 | 
						|
    if (!resultingString || resultingTokens < CONTEXT_SIZE) {
 | 
						|
        console.debug('Not enough context to summarize');
 | 
						|
        return;
 | 
						|
    }
 | 
						|
 | 
						|
    // perform the summarization API call
 | 
						|
    try {
 | 
						|
        inApiCall = true;
 | 
						|
        const summary = await callExtrasSummarizeAPI(resultingString);
 | 
						|
        const newContext = getContext();
 | 
						|
 | 
						|
        // something changed during summarization request
 | 
						|
        if (newContext.groupId !== context.groupId
 | 
						|
            || newContext.chatId !== context.chatId
 | 
						|
            || (!newContext.groupId && (newContext.characterId !== context.characterId))) {
 | 
						|
            console.log('Context changed, summary discarded');
 | 
						|
            return;
 | 
						|
        }
 | 
						|
 | 
						|
        setMemoryContext(summary, true);
 | 
						|
    }
 | 
						|
    catch (error) {
 | 
						|
        console.log(error);
 | 
						|
    }
 | 
						|
    finally {
 | 
						|
        inApiCall = false;
 | 
						|
    }
 | 
						|
}
 | 
						|
 | 
						|
/**
 | 
						|
 * Call the Extras API to summarize the provided text.
 | 
						|
 * @param {string} text Text to summarize
 | 
						|
 * @returns {Promise<string>} Summarized text
 | 
						|
 */
 | 
						|
async function callExtrasSummarizeAPI(text) {
 | 
						|
    if (!modules.includes('summarize')) {
 | 
						|
        throw new Error('Summarize module is not enabled in Extras API');
 | 
						|
    }
 | 
						|
 | 
						|
    const url = new URL(getApiUrl());
 | 
						|
    url.pathname = '/api/summarize';
 | 
						|
 | 
						|
    const apiResult = await doExtrasFetch(url, {
 | 
						|
        method: 'POST',
 | 
						|
        headers: {
 | 
						|
            'Content-Type': 'application/json',
 | 
						|
            'Bypass-Tunnel-Reminder': 'bypass',
 | 
						|
        },
 | 
						|
        body: JSON.stringify({
 | 
						|
            text: text,
 | 
						|
            params: {},
 | 
						|
        }),
 | 
						|
    });
 | 
						|
 | 
						|
    if (apiResult.ok) {
 | 
						|
        const data = await apiResult.json();
 | 
						|
        const summary = data.summary;
 | 
						|
        return summary;
 | 
						|
    }
 | 
						|
 | 
						|
    throw new Error('Extras API call failed');
 | 
						|
}
 | 
						|
 | 
						|
function onMemoryRestoreClick() {
 | 
						|
    const context = getContext();
 | 
						|
    const content = $('#memory_contents').val();
 | 
						|
    const reversedChat = context.chat.slice().reverse();
 | 
						|
    reversedChat.shift();
 | 
						|
 | 
						|
    for (let mes of reversedChat) {
 | 
						|
        if (mes.extra && mes.extra.memory == content) {
 | 
						|
            delete mes.extra.memory;
 | 
						|
            break;
 | 
						|
        }
 | 
						|
    }
 | 
						|
 | 
						|
    const newContent = getLatestMemoryFromChat(context.chat);
 | 
						|
    setMemoryContext(newContent, false);
 | 
						|
}
 | 
						|
 | 
						|
function onMemoryContentInput() {
 | 
						|
    const value = $(this).val();
 | 
						|
    setMemoryContext(value, true);
 | 
						|
}
 | 
						|
 | 
						|
function onMemoryPromptBuilderInput(e) {
 | 
						|
    const value = Number(e.target.value);
 | 
						|
    extension_settings.memory.prompt_builder = value;
 | 
						|
    saveSettingsDebounced();
 | 
						|
}
 | 
						|
 | 
						|
function reinsertMemory() {
 | 
						|
    const existingValue = String($('#memory_contents').val());
 | 
						|
    setMemoryContext(existingValue, false);
 | 
						|
}
 | 
						|
 | 
						|
/**
 | 
						|
 * Set the summary value to the context and save it to the chat message extra.
 | 
						|
 * @param {string} value Value of a summary
 | 
						|
 * @param {boolean} saveToMessage Should the summary be saved to the chat message extra
 | 
						|
 * @param {number|null} index Index of the chat message to save the summary to. If null, the pre-last message is used.
 | 
						|
 */
 | 
						|
function setMemoryContext(value, saveToMessage, index = null) {
 | 
						|
    const context = getContext();
 | 
						|
    context.setExtensionPrompt(MODULE_NAME, formatMemoryValue(value), extension_settings.memory.position, extension_settings.memory.depth, false, extension_settings.memory.role);
 | 
						|
    $('#memory_contents').val(value);
 | 
						|
 | 
						|
    const summaryLog = value
 | 
						|
        ? `Summary set to: ${value}. Position: ${extension_settings.memory.position}. Depth: ${extension_settings.memory.depth}. Role: ${extension_settings.memory.role}`
 | 
						|
        : 'Summary has no content';
 | 
						|
    console.debug(summaryLog);
 | 
						|
 | 
						|
    if (saveToMessage && context.chat.length) {
 | 
						|
        const idx = index ?? context.chat.length - 2;
 | 
						|
        const mes = context.chat[idx < 0 ? 0 : idx];
 | 
						|
 | 
						|
        if (!mes.extra) {
 | 
						|
            mes.extra = {};
 | 
						|
        }
 | 
						|
 | 
						|
        mes.extra.memory = value;
 | 
						|
        saveChatDebounced();
 | 
						|
    }
 | 
						|
}
 | 
						|
 | 
						|
function doPopout(e) {
 | 
						|
    const target = e.target;
 | 
						|
    //repurposes the zoomed avatar template to server as a floating div
 | 
						|
    if ($('#summaryExtensionPopout').length === 0) {
 | 
						|
        console.debug('did not see popout yet, creating');
 | 
						|
        const originalHTMLClone = $(target).parent().parent().parent().find('.inline-drawer-content').html();
 | 
						|
        const originalElement = $(target).parent().parent().parent().find('.inline-drawer-content');
 | 
						|
        const template = $('#zoomed_avatar_template').html();
 | 
						|
        const controlBarHtml = `<div class="panelControlBar flex-container">
 | 
						|
        <div id="summaryExtensionPopoutheader" class="fa-solid fa-grip drag-grabber hoverglow"></div>
 | 
						|
        <div id="summaryExtensionPopoutClose" class="fa-solid fa-circle-xmark hoverglow dragClose"></div>
 | 
						|
    </div>`;
 | 
						|
        const newElement = $(template);
 | 
						|
        newElement.attr('id', 'summaryExtensionPopout')
 | 
						|
            .removeClass('zoomed_avatar')
 | 
						|
            .addClass('draggable')
 | 
						|
            .empty();
 | 
						|
        const prevSummaryBoxContents = $('#memory_contents').val(); //copy summary box before emptying
 | 
						|
        originalElement.empty();
 | 
						|
        originalElement.html('<div class="flex-container alignitemscenter justifyCenter wide100p"><small>Currently popped out</small></div>');
 | 
						|
        newElement.append(controlBarHtml).append(originalHTMLClone);
 | 
						|
        $('body').append(newElement);
 | 
						|
        $('#summaryExtensionDrawerContents').addClass('scrollableInnerFull');
 | 
						|
        setMemoryContext(prevSummaryBoxContents, false); //paste prev summary box contents into popout box
 | 
						|
        setupListeners();
 | 
						|
        loadSettings();
 | 
						|
        loadMovingUIState();
 | 
						|
 | 
						|
        $('#summaryExtensionPopout').fadeIn(animation_duration);
 | 
						|
        dragElement(newElement);
 | 
						|
 | 
						|
        //setup listener for close button to restore extensions menu
 | 
						|
        $('#summaryExtensionPopoutClose').off('click').on('click', function () {
 | 
						|
            $('#summaryExtensionDrawerContents').removeClass('scrollableInnerFull');
 | 
						|
            const summaryPopoutHTML = $('#summaryExtensionDrawerContents');
 | 
						|
            $('#summaryExtensionPopout').fadeOut(animation_duration, () => {
 | 
						|
                originalElement.empty();
 | 
						|
                originalElement.html(summaryPopoutHTML);
 | 
						|
                $('#summaryExtensionPopout').remove();
 | 
						|
            });
 | 
						|
            loadSettings();
 | 
						|
        });
 | 
						|
    } else {
 | 
						|
        console.debug('saw existing popout, removing');
 | 
						|
        $('#summaryExtensionPopout').fadeOut(animation_duration, () => { $('#summaryExtensionPopoutClose').trigger('click'); });
 | 
						|
    }
 | 
						|
}
 | 
						|
 | 
						|
function setupListeners() {
 | 
						|
    //setup shared listeners for popout and regular ext menu
 | 
						|
    $('#memory_restore').off('click').on('click', onMemoryRestoreClick);
 | 
						|
    $('#memory_contents').off('click').on('input', onMemoryContentInput);
 | 
						|
    $('#memory_frozen').off('click').on('input', onMemoryFrozenInput);
 | 
						|
    $('#memory_skipWIAN').off('click').on('input', onMemorySkipWIANInput);
 | 
						|
    $('#summary_source').off('click').on('change', onSummarySourceChange);
 | 
						|
    $('#memory_prompt_words').off('click').on('input', onMemoryPromptWordsInput);
 | 
						|
    $('#memory_prompt_interval').off('click').on('input', onMemoryPromptIntervalInput);
 | 
						|
    $('#memory_prompt').off('click').on('input', onMemoryPromptInput);
 | 
						|
    $('#memory_force_summarize').off('click').on('click', forceSummarizeChat);
 | 
						|
    $('#memory_template').off('click').on('input', onMemoryTemplateInput);
 | 
						|
    $('#memory_depth').off('click').on('input', onMemoryDepthInput);
 | 
						|
    $('#memory_role').off('click').on('input', onMemoryRoleInput);
 | 
						|
    $('input[name="memory_position"]').off('click').on('change', onMemoryPositionChange);
 | 
						|
    $('#memory_prompt_words_force').off('click').on('input', onMemoryPromptWordsForceInput);
 | 
						|
    $('#memory_prompt_builder_default').off('click').on('input', onMemoryPromptBuilderInput);
 | 
						|
    $('#memory_prompt_builder_raw_blocking').off('click').on('input', onMemoryPromptBuilderInput);
 | 
						|
    $('#memory_prompt_builder_raw_non_blocking').off('click').on('input', onMemoryPromptBuilderInput);
 | 
						|
    $('#memory_prompt_restore').off('click').on('click', onMemoryPromptRestoreClick);
 | 
						|
    $('#memory_prompt_interval_auto').off('click').on('click', onPromptIntervalAutoClick);
 | 
						|
    $('#memory_prompt_words_auto').off('click').on('click', onPromptForceWordsAutoClick);
 | 
						|
    $('#memory_override_response_length').off('click').on('input', onOverrideResponseLengthInput);
 | 
						|
    $('#memory_max_messages_per_request').off('click').on('input', onMaxMessagesPerRequestInput);
 | 
						|
    $('#summarySettingsBlockToggle').off('click').on('click', function () {
 | 
						|
        console.log('saw settings button click');
 | 
						|
        $('#summarySettingsBlock').slideToggle(200, 'swing'); //toggleClass("hidden");
 | 
						|
    });
 | 
						|
}
 | 
						|
 | 
						|
jQuery(async function () {
 | 
						|
    async function addExtensionControls() {
 | 
						|
        const settingsHtml = await renderExtensionTemplateAsync('memory', 'settings', { defaultSettings });
 | 
						|
        $('#summarize_container').append(settingsHtml);
 | 
						|
        setupListeners();
 | 
						|
        $('#summaryExtensionPopoutButton').off('click').on('click', function (e) {
 | 
						|
            doPopout(e);
 | 
						|
            e.stopPropagation();
 | 
						|
        });
 | 
						|
    }
 | 
						|
 | 
						|
    await addExtensionControls();
 | 
						|
    loadSettings();
 | 
						|
    eventSource.makeLast(event_types.CHARACTER_MESSAGE_RENDERED, onChatEvent);
 | 
						|
    eventSource.on(event_types.MESSAGE_DELETED, onChatEvent);
 | 
						|
    eventSource.on(event_types.MESSAGE_EDITED, onChatEvent);
 | 
						|
    eventSource.on(event_types.MESSAGE_SWIPED, onChatEvent);
 | 
						|
    eventSource.on(event_types.CHAT_CHANGED, onChatEvent);
 | 
						|
    SlashCommandParser.addCommandObject(SlashCommand.fromProps({
 | 
						|
        name: 'summarize',
 | 
						|
        callback: summarizeCallback,
 | 
						|
        namedArgumentList: [
 | 
						|
            new SlashCommandNamedArgument('source', 'API to use for summarization', [ARGUMENT_TYPE.STRING], false, false, '', ['main', 'extras']),
 | 
						|
            SlashCommandNamedArgument.fromProps({
 | 
						|
                name: 'prompt',
 | 
						|
                description: 'prompt to use for summarization',
 | 
						|
                typeList: [ARGUMENT_TYPE.STRING],
 | 
						|
                defaultValue: '',
 | 
						|
            }),
 | 
						|
        ],
 | 
						|
        unnamedArgumentList: [
 | 
						|
            new SlashCommandArgument('text to summarize', [ARGUMENT_TYPE.STRING], false, false, ''),
 | 
						|
        ],
 | 
						|
        helpString: 'Summarizes the given text. If no text is provided, the current chat will be summarized. Can specify the source and the prompt to use.',
 | 
						|
        returns: ARGUMENT_TYPE.STRING,
 | 
						|
    }));
 | 
						|
 | 
						|
    MacrosParser.registerMacro('summary', () => getLatestMemoryFromChat(getContext().chat));
 | 
						|
});
 |