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ai.js
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// this file depends on background.js
// this file contains the LLM / RAG component
let globalLunrIndex = null;
let documentsRAG = []; // Store all documents here
const LunrDBLLM = "LunrDBLLM";
const LUNR_DOCUMENT_STORE_NAME = 'documents';
const activeProcessing = {};
const uploadQueue = [];
let isUploading = false;
let lunrIndexPromise;
const maxContextSize = 31000;
const maxContextSizeFull = 32000;
async function rebuildIndex() {
const db = await openLunrDatabase();
const transaction = db.transaction(LUNR_DOCUMENT_STORE_NAME, 'readonly');
const store = transaction.objectStore(LUNR_DOCUMENT_STORE_NAME);
const allDocs = await new Promise((resolve, reject) => {
const request = store.getAll();
request.onerror = () => reject(request.error);
request.onsuccess = () => resolve(request.result);
});
const documents = [];
allDocs.forEach(doc => {
if (doc.chunks) {
doc.chunks.forEach((chunk, index) => {
documents.push({
id: `${doc.id}_${index}`, // Use doc.id instead of doc.id
title: chunk.title,
content: chunk.content,
summary: chunk.summary,
tags: chunk.tags.join(' '),
synonyms: chunk.synonyms.join(' '),
level: chunk.level
});
});
} else {
documents.push({
id: doc.id, // Use doc.id
title: doc.title,
content: doc.content,
summary: doc.overallSummary,
tags: doc.tags ? doc.tags.join(' ') : '',
synonyms: doc.synonyms ? doc.synonyms.join(' ') : ''
});
}
});
globalLunrIndex = initLunrIndex(documents);
}
async function getFirstAvailableModel(exclude=null) {
let ollamaendpoint = settings.ollamaendpoint?.textsetting || "http://localhost:11434";
const isLLMModel = (model) => {
const llmFamilies = ['llama', 'qwen2'];
return model.details?.families?.some(family => llmFamilies.includes(family));
};
const getSizeInBillions = (model) => {
const sizeStr = model.details?.parameter_size;
return parseFloat(sizeStr?.replace('B', '')) || 0;
};
const findBestModel = (models) => {
const llmModels = models.filter(isLLMModel);
if (!llmModels.length) return models[0]?.name;
const targetModels = llmModels.filter(m => {
const size = getSizeInBillions(m);
return size >= 2 && size <= 8;
});
if (targetModels.length) {
const model = targetModels[0].name !== exclude ?
targetModels[0] : targetModels[1] || targetModels[0];
return model.name;
}
const sizes = llmModels.map(m => ({
model: m,
size: getSizeInBillions(m),
diff: Math.min(
Math.abs(getSizeInBillions(m) - 2),
Math.abs(getSizeInBillions(m) - 8)
)
}));
const closest = sizes.sort((a, b) => a.diff - b.diff)[0];
return closest.model.name;
};
if (typeof ipcRenderer !== 'undefined') {
return new Promise(async (resolve, reject) => {
let ccc = setTimeout(() => reject(new Error('Request timed out')), 10000);
try {
const xhr = await fetchNode(`${ollamaendpoint}/api/tags`);
clearTimeout(ccc);
const datar = JSON.parse(xhr.data);
if (!datar?.models?.length) throw new Error('No models available');
resolve(findBestModel(datar.models));
} catch(e) {
clearTimeout(ccc);
reject(e);
}
});
}
return new Promise((resolve, reject) => {
const xhr = new XMLHttpRequest();
xhr.open('GET', `${ollamaendpoint}/api/tags`, true);
xhr.timeout = 10000;
xhr.onload = function() {
if (xhr.status === 200) {
const datar = JSON.parse(xhr.responseText);
if (!datar?.models?.length) {
reject(new Error('No models available'));
return;
}
resolve(findBestModel(datar.models));
} else {
reject(new Error('Failed to fetch models'));
}
};
xhr.ontimeout = () => reject(new Error('Request timed out'));
xhr.onerror = () => reject(new Error('Network error while fetching models'));
xhr.send();
});
}
const streamingPostNode = async function (URL, body, headers = {}, onChunk = null, signal = null) {
if (ipcRenderer){
return new Promise((resolve, reject) => {
const channelId = `stream-${Date.now()}-${Math.random()}`;
let fullResponse = '';
const cleanup = () => {
ipcRenderer.removeAllListeners(channelId);
ipcRenderer.send(`${channelId}-close`);
};
ipcRenderer.on(channelId, (event, chunk) => {
if (chunk === null) {
// Stream ended
cleanup();
resolve(fullResponse);
} else {
fullResponse += chunk;
if (onChunk) onChunk(chunk);
}
});
ipcRenderer.send("streaming-nodepost", {
channelId,
url: URL,
body: body,
headers: headers
});
if (signal) {
signal.addEventListener('abort', () => {
cleanup();
ipcRenderer.send(`${channelId}-abort`);
reject(new DOMException('Aborted', 'AbortError'));
});
}
});
}
};
function signAWSRequest(method, url, headers, body, accessKey, secretKey, region, service = 'bedrock') {
const timestamp = new Date().toISOString().replace(/[:-]|\.\d{3}/g, '');
const date = timestamp.slice(0, 8);
// Add required headers
headers['x-amz-date'] = timestamp;
// If content-type is not already set
if (!headers['content-type']) {
headers['content-type'] = 'application/json';
}
// Parse URL
const parsedUrl = new URL(url);
const canonicalUri = parsedUrl.pathname || '/';
// Create canonical request
const canonicalHeaders = Object.keys(headers)
.sort()
.map(key => `${key.toLowerCase()}:${headers[key].trim()}\n`)
.join('');
const signedHeaders = Object.keys(headers)
.sort()
.map(key => key.toLowerCase())
.join(';');
// Create canonical query string
const searchParams = parsedUrl.searchParams;
const canonicalQueryString = Array.from(searchParams.keys())
.sort()
.map(key => {
return `${encodeURIComponent(key)}=${encodeURIComponent(searchParams.get(key))}`;
})
.join('&');
// Create payload hash
let payloadHash;
if (typeof body === 'string') {
payloadHash = sha256(body);
} else if (body) {
payloadHash = sha256(JSON.stringify(body));
} else {
payloadHash = sha256('');
}
const canonicalRequest = [
method,
canonicalUri,
canonicalQueryString,
canonicalHeaders,
signedHeaders,
payloadHash
].join('\n');
// Create string to sign
const algorithm = 'AWS4-HMAC-SHA256';
const scope = `${date}/${region}/${service}/aws4_request`;
const stringToSign = [
algorithm,
timestamp,
scope,
sha256(canonicalRequest)
].join('\n');
// Calculate signature
function hmac(key, string) {
const hmacObj = crypto.createHmac('sha256', key);
hmacObj.update(string);
return hmacObj.digest();
}
let signingKey = 'AWS4' + secretKey;
signingKey = hmac(signingKey, date);
signingKey = hmac(signingKey, region);
signingKey = hmac(signingKey, service);
signingKey = hmac(signingKey, 'aws4_request');
const signature = hmacToHex(hmac(signingKey, stringToSign));
// Add the signature to the headers
headers['Authorization'] = `${algorithm} Credential=${accessKey}/${scope}, SignedHeaders=${signedHeaders}, Signature=${signature}`;
return headers;
}
function sha256(message) {
if (crypto) {
return crypto.createHash('sha256').update(message).digest('hex');
} else if (window.crypto && window.crypto.subtle) {
// For browser environments
const encoder = new TextEncoder();
const data = encoder.encode(message);
return window.crypto.subtle.digest('SHA-256', data)
.then(hash => {
return Array.from(new Uint8Array(hash))
.map(b => b.toString(16).padStart(2, '0'))
.join('');
});
}
}
function hmacToHex(hmacBuffer) {
return Array.prototype.map.call(new Uint8Array(hmacBuffer), x => ('00' + x.toString(16)).slice(-2)).join('');
}
const activeChatBotSessions = {};
let tmpModelFallback = "";
async function callLLMAPI(prompt, model = null, callback = null, abortController = null, UUID = null, images = null) {
const provider = settings.aiProvider?.optionsetting || "ollama";
let endpoint, apiKey, streamable;
switch (provider) {
case "ollama":
endpoint = settings.ollamaendpoint?.textsetting || "http://localhost:11434";
model = model || settings.ollamamodel?.textsetting || tmpModelFallback || null;
break;
case "chatgpt":
endpoint = "https://api.openai.com/v1/chat/completions";
model = model || settings.chatgptmodel?.textsetting || "gpt-4o-mini";
apiKey = settings.chatgptApiKey?.textsetting;
callback = null;
break;
case "deepseek":
endpoint = "https://api.deepseek.com/v1/chat/completions";
model = model || settings.deepseekmodel?.textsetting || "deepseek-chat";
apiKey = settings.deepseekApiKey?.textsetting;
callback = null;
break;
case "gemini":
endpoint = "https://generativelanguage.googleapis.com/v1beta/chat/completions";
model = model || settings.geminimodel?.textsetting || "gemini-2.0-flash";
apiKey = settings.geminiApiKey?.textsetting;
callback = null;
break;
case "xai": // New case for Grok
endpoint = "https://api.x.ai/v1/chat/completions";
model = model || settings.xaimodel?.textsetting || "grok-beta"; // Default to grok-beta
apiKey = settings.xaiApiKey?.textsetting; // Requires an API key from xAI
// streamable = true; // Grok supports streaming
callback = null;
break;
case "bedrock":
endpoint = `https://bedrock-runtime.${settings.bedrockRegion?.textsetting || "us-east-1"}.amazonaws.com/model`;
model = model || settings.bedrockmodel?.textsetting || "anthropic.claude-3-sonnet-20240229-v1:0";
apiKey = settings.bedrockAccessKey?.textsetting;
const secretKey = settings.bedrockSecretKey?.textsetting;
const region = settings.bedrockRegion?.textsetting || "us-east-1";
callback = null; // TODO: Implement streaming for Bedrock if desired
break;
case "openrouter":
endpoint = "https://openrouter.ai/api/v1/chat/completions";
model = model || settings.openroutermodel?.textsetting || "openai/gpt-4o";
apiKey = settings.openrouterApiKey?.textsetting;
callback = null;
break;
case "custom":
endpoint = settings.customAIEndpoint?.textsetting || "http://localhost:11434";
if (!endpoint.includes("/v1") || !endpoint.includes("/completions")){ // going to assume you already ended the completions URL
endpoint = endpoint.replace(/\/+$/, '') + "/v1/chat/completions"
}
model = model || settings.customAIModel?.textsetting || "";
apiKey = settings.customAIApiKey?.textsetting;
//callback = null;
break;
case "default":
endpoint = "http://localhost:11434";
apiKey = "";
model = model || "";
callback = null;
break;
}
function handleChunk(chunk, callback, appendToFull, reasoning=false) {
const lines = chunk.split('\n').filter(line => line.trim());
for (const line of lines) {
if (line.trim() === 'data: [DONE]') {
return true;
}
if (line) {
try {
const jsonStr = line.startsWith('data: ') ? line.slice(6) : line;
const data = JSON.parse(jsonStr);
if (data.response) { // Ollama format
appendToFull(data.response);
if (callback) callback(data.response);
} else if (data.choices?.[0]?.delta?.content) { // ChatGPT/Gemini format
const content = data.choices[0].delta.content;
if (content) {
appendToFull(content);
if (callback) callback(content);
}
} else if (data.choices?.[0]?.delta?.reasoning_content) { // LMStudio format
const content = data.choices[0].delta.reasoning_content;
if (content) {
appendToFull(content);
if (callback) callback(content, true);
}
} else if (data.candidates?.[0]?.content?.parts?.[0]?.text) { // Legacy Gemini format
appendToFull(data.candidates[0].content.parts[0].text);
if (callback) callback(data.candidates[0].content.parts[0].text);
}
if (data.choices?.[0]?.finish_reason === "stop" || data.done) {
return true;
}
} catch (e) {
console.warn("Parse error:", e, line);
const match = line.match(/"response":"(.*?)"/);
if (match && match[1]) {
const extractedResponse = match[1];
appendToFull(extractedResponse);
if (callback) callback(extractedResponse);
}
}
}
}
return false;
}
if (provider === "ollama") {
let ollamamodel = model;
if (!ollamamodel) {
ollamamodel = await getFirstAvailableModel();
if (ollamamodel) {
tmpModelFallback = ollamamodel;
setTimeout(() => {
tmpModelFallback = "";
}, 60000);
} else {
console.error("No Ollama model found");
return;
}
}
const result = await makeRequestToOllama(ollamamodel);
if (result.aborted) {
return result.response + "💥";
} else if (result.error && result.error === 404) {
try {
const availableModel = await getFirstAvailableModel(ollamamodel);
if (availableModel) {
tmpModelFallback = availableModel;
setTimeout(() => {
tmpModelFallback = "";
}, 60000);
const fallbackResult = await makeRequestToOllama(availableModel);
if (fallbackResult.aborted) {
return fallbackResult.response + "💥";
} else if (fallbackResult.error) {
throw new Error(fallbackResult.message);
}
return fallbackResult.complete ? fallbackResult.response : fallbackResult.response + "💥";
}
} catch (fallbackError) {
console.warn("Error in callLLMAPI even with fallback:", fallbackError);
throw fallbackError;
}
} else if (result.error) {
return;
}
return result.complete ? result.response : result.response + "💥";
} else if (provider === "bedrock") {
try {
const modelId = model;
const bedrockEndpoint = `${endpoint}/${modelId}/invoke`;
let requestBody;
// Format the request body based on the model (anthropic, amazon, etc.)
if (modelId.includes('anthropic')) {
requestBody = {
anthropic_version: "bedrock-2023-05-31",
max_tokens: 4096,
messages: [
{
role: "user",
content: prompt
}
]
};
} else if (modelId.includes('amazon')) {
requestBody = {
inputText: prompt,
textGenerationConfig: {
maxTokenCount: 4096,
stopSequences: [],
temperature: 0.7,
topP: 0.9
}
};
} else if (modelId.includes('cohere')) {
requestBody = {
prompt: prompt,
max_tokens: 4096,
temperature: 0.7,
p: 0.9
};
} else {
// Default format (try Claude style)
requestBody = {
prompt: prompt,
max_tokens_to_sample: 4096
};
}
// Create headers with AWS signature
const headers = {
'Content-Type': 'application/json',
'Accept': 'application/json'
};
// Sign the request
const signedHeaders = signAWSRequest(
'POST',
bedrockEndpoint,
headers,
requestBody,
apiKey,
secretKey,
region,
'bedrock'
);
if (typeof ipcRenderer !== 'undefined') {
const response = await fetchNode(bedrockEndpoint, signedHeaders, 'POST', requestBody);
if (response.status !== 200) {
let errorMessage = '';
try {
const errorData = JSON.parse(response.data);
errorMessage = errorData.message || `HTTP error! status: ${response.status}`;
} catch(e) {
errorMessage = `HTTP error! status: ${response.status}`;
}
throw new Error(errorMessage);
}
const data = JSON.parse(response.data);
// Extract the response based on model
if (modelId.includes('anthropic')) {
return data.content && data.content[0] && data.content[0].text ? data.content[0].text : '';
} else if (modelId.includes('amazon')) {
return data.results && data.results[0] && data.results[0].outputText ? data.results[0].outputText : '';
} else if (modelId.includes('cohere')) {
return data.generations && data.generations[0] && data.generations[0].text ? data.generations[0].text : '';
} else {
return data.completion || '';
}
} else {
const response = await fetch(bedrockEndpoint, {
method: 'POST',
headers: signedHeaders,
body: JSON.stringify(requestBody),
signal: abortController?.signal
});
if (!response.ok) {
let errorMessage = '';
try {
const errorData = await response.json();
errorMessage = errorData.message || `HTTP error! status: ${response.status}`;
} catch(e) {
errorMessage = `HTTP error! status: ${response.status}`;
}
throw new Error(errorMessage);
}
const data = await response.json();
// Extract the response based on model
if (modelId.includes('anthropic')) {
return data.content && data.content[0] && data.content[0].text ? data.content[0].text : '';
} else if (modelId.includes('amazon')) {
return data.results && data.results[0] && data.results[0].outputText ? data.results[0].outputText : '';
} else if (modelId.includes('cohere')) {
return data.generations && data.generations[0] && data.generations[0].text ? data.generations[0].text : '';
} else {
return data.completion || '';
}
}
} catch (error) {
if (error.name === 'AbortError') {
return { aborted: true };
}
throw error;
}
// Replace the else block in callLLMAPI with:
} else { // non-Ollama Request, but rather ChatGPT compatible APIs
const message = {
model: model,
messages: [{
role: "user",
content: prompt
}],
stream: callback !== null
};
const headers = {
'Content-Type': 'application/json',
'Authorization': `Bearer ${apiKey}`
};
try {
if (typeof ipcRenderer !== 'undefined') {
if (callback) {
return new Promise((resolve, reject) => {
const channelId = `streaming-nodepost-${Date.now()}`;
let fullResponse = '';
ipcRenderer.on(channelId, (event, chunk) => {
if (chunk === null) {
resolve(fullResponse);
} else if (typeof chunk === 'object' && chunk.error) {
reject(chunk);
} else {
handleChunk(chunk, callback, (resp) => {
fullResponse += resp;
});
}
});
ipcRenderer.send('streaming-nodepost', {
channelId,
url: endpoint,
body: message,
headers
});
if (abortController) {
abortController.signal.addEventListener('abort', () => {
ipcRenderer.send(`${channelId}-abort`);
});
}
});
} else {
const response = await fetchNode(endpoint, headers, 'POST', message);
if (response.status !== 200) {
let errorMessage = '';
try {
const errorData = JSON.parse(response.data);
errorMessage = errorData.error?.message || errorData.message || `HTTP error! status: ${response.status}`;
} catch(e) {
errorMessage = `HTTP error! status: ${response.status}`;
}
throw new Error(errorMessage);
}
const data = JSON.parse(response.data);
return data.choices[0].message.content;
}
} else {
if (callback) {
const response = await fetch(endpoint, {
method: 'POST',
headers,
body: JSON.stringify(message),
signal: abortController?.signal
});
if (!response.ok) {
throw new Error(`HTTP error! status: ${response.status}`);
}
const reader = response.body.getReader();
const decoder = new TextDecoder();
let fullResponse = '';
while (true) {
const { done, value } = await reader.read();
if (done) break;
const chunk = decoder.decode(value);
const isComplete = handleChunk(chunk, callback, (resp) => {
fullResponse += resp;
});
if (isComplete) break;
}
return fullResponse;
} else {
const response = await fetch(endpoint, {
method: 'POST',
headers,
body: JSON.stringify(message),
signal: abortController?.signal
});
if (!response.ok) {
let errorMessage = '';
try {
const errorData = await response.json();
errorMessage = errorData.error?.message || errorData.message || `HTTP error! status: ${response.status}`;
} catch(e) {
errorMessage = `HTTP error! status: ${response.status}`;
}
throw new Error(errorMessage);
}
const data = await response.json();
return data.choices[0].message.content;
}
}
} catch (error) {
if (error.name === 'AbortError') {
return { aborted: true };
}
throw error;
}
}
async function makeRequestToOllama(currentModel) { // ollama only api
const isStreaming = callback !== null;
let fullResponse = '';
let responseComplete = false;
try {
if (UUID) {
if (activeChatBotSessions[UUID]) {
activeChatBotSessions[UUID].abort();
}
if (!abortController) {
abortController = new AbortController();
}
activeChatBotSessions[UUID] = abortController;
}
let response;
let responseComplete;
if (typeof ipcRenderer !== 'undefined') { // ollama still
// Your existing Electron implementation
if (isStreaming) {
response = await new Promise((resolve, reject) => {
const channelId = `streaming-nodepost-${Date.now()}`;
ipcRenderer.on(channelId, (event, chunk) => {
if (chunk === null) {
responseComplete = true;
resolve({ ok: true });
} else if (typeof chunk === 'object' && chunk.error) {
resolve(chunk);
} else {
handleChunk(chunk, callback, (resp, reasoning=false) => { fullResponse += resp; }, reasoning=false);
}
});
const message = {
model: currentModel,
prompt: prompt,
stream: true,
keep_alive: settings.ollamaKeepAlive ? parseInt(settings.ollamaKeepAlive.numbersetting)+"m" : "5m"
};
if (images){
message.images = images;
}
ipcRenderer.send('streaming-nodepost', {
channelId,
url: `${endpoint}/api/generate`,
body: message,
headers: { 'Content-Type': 'application/json' }
});
abortController.signal.addEventListener('abort', () => {
ipcRenderer.send(`${channelId}-abort`);
});
});
if (response.error) {
return response;
}
} else {
// Your existing non-streaming Electron implementation
const message = {
model: currentModel,
prompt: prompt,
stream: false
};
if (images){
message.images = images;
}
response = fetchNode(`${endpoint}/api/generate`, {
'Content-Type': 'application/json',
}, 'POST', message);
if (response.status === 404) {
return { error: 404, message: `Model ${currentModel} not found` };
} else if (response.status !== 200) {
return { error: response.status, message: `HTTP error! status: ${response.status}` };
}
try {
const data = JSON.parse(response.data);
fullResponse = data.response;
responseComplete = true;
} catch (e) {
console.error("Error parsing JSON:", e);
return { error: true, message: "Error parsing response" };
}
}
} else { // ollama still
// Your existing Web implementation
const message = {
model: currentModel,
prompt: prompt,
stream: isStreaming,
keep_alive: settings.ollamaKeepAlive ? parseInt(settings.ollamaKeepAlive.numbersetting)+"m" : "5m"
};
if (images){
message.images = images;
}
response = await fetch(`${endpoint}/api/generate`, {
method: 'POST',
headers: {
'Content-Type': 'application/json',
},
body: JSON.stringify(message),
signal: abortController ? abortController.signal : undefined,
});
if (!response.ok) {
if (response.status === 404) {
return { error: 404, message: `Model ${currentModel} not found` };
} else if (response.status) {
return { error: response.status, message: `HTTP error! status: ${response.status}` };
}
throw new Error(`HTTP error! status: ${response.status}`);
}
if (isStreaming) {
const reader = response.body.getReader();
const decoder = new TextDecoder();
while (true) {
const { done, value } = await reader.read();
if (done) {
responseComplete = true;
break;
}
const chunk = decoder.decode(value);
handleChunk(chunk, callback, (resp, reasoning=false) => { fullResponse += resp; }, reasoning=false);
}
} else {
const data = await response.json();
fullResponse = data.response;
responseComplete = true;
}
}
return { success: true, response: fullResponse, complete: responseComplete };
} catch (error) {
if (error.name === 'AbortError') {
return { aborted: true, response: fullResponse };
} else {
console.warn(`Error in callLLMAPI with model ${currentModel}:`, error);
return { error: true, message: error.message };
}
} finally {
if (UUID && activeChatBotSessions[UUID] === abortController) {
delete activeChatBotSessions[UUID];
}
}
}
}
// strip emotes
// if longer than 32-character, check it with AI
/* let badList = new Set(['🍆', '💩', '🖕', '👉👌', '🍑', '🤬', '🔞', 'fuck', 'sexy']);
function containsBadContent(message) {
const words = message.toLowerCase().split(/\s+/);
return words.some(word => badList.has(word)) ||
Array.from(message).some(char => badList.has(char));
} */
let safePhrasesSet = new Set(["lmfao","uuh","lmao","lol","gg","ww","wow","caught","huh","ben","cap","ta","hi","oooo","rt","no","damn","lmaooo","lmfao ","what","ez","hah","yes","???","pffttt","omg","noway","lmaoooo","ewww","o7","saj","hiii","omegalul","ofc","..","lmfaooo","????","ew","ggs","herehego","ome44","xdd","??","lmfaoooo","lmaoo","capping","lmaoooooooooo","www","hello","gay","10","wwww","hii","lmaooooo","mhm","?????","wwwww","ok","kekw","lmfaooooo","lmfaoo","yo","ayy","pog","...","hahaha","bro","gigachad","cmb","nice","icant","do it","arky","oh","banger","hey","clap","??????","ww arky","dorkin","ja","holy","lmfaoooooo","???????","bye","klat","oh nah","1 of 1","zyzzbass","wwwwww","no way","ww 5","monka","lmaoooooo","aura","-10k","true","uuh ","hahahaha","o wow","bruh","mmmmm","nah","me","hmm","rip","mmmmmm","haha","nooo","life","lmfaooooooo","xd","piece","buh","5.5","classic","real voice","frenn","noooo","????????","ayo","same","","ra","guuh","ono","man of meat","aaaa","ewwww","yamfam","letsgo","derp","yeah","ego","eww","yep","wwwwwww","mmmmmmm","mmmm","cinema","yooo","gayge","uhh","cungus","piece blash","?????????","stfu","pa","ww method","piece lotus","oh no","wicked","exit","ginji","dtm","lmaooooooo","nt","meat7","ayaya","widespeedlaugh","uuh uuh","chip","cringe","hahahahaha",":)","back","mmmmmmmm","danse","ogre","hesright","w arky","fax","what a save","its real","necco","ff","here we go","poll is uppppp","a u r a","d:","yoooo","men","mmmmmmmmm","gachademon","mmmmmmmmmm","oof","wwwwwwww","wwwwwwwww","catjam","o nah","okay","fr","??????????","idiot","ww emp","hahahah","ome5","mogged","lets goooo","yesss","ewwwww","nooooo","om","mmmmmmmmmmm","looking","real","hiiii","go","brb","yoo","hesgay","lmfao lmfao","lmfaoooooooo","lets go","....","sign bob","stop","acha","ll","lmao ","man of crabs","lmaoooooooo","ome","cucked","lmfaooooooooo","lets gooo","crazy","kek","ww ","ddl","meow","orange","وعليكم السلام","dicktone","oooo ","lmfaoooooooooo","rockn","20","yea","good","tarky","tuuh","memegym","sus","woah","we good","hello everyone","tf","ww deshae","ww segment","11","hmmm","loool","whattt","hola","sold","ww ww","lmfaooooooooooo","w method","yup","hit","السلام عليكم","uhhh","wwwwwwwwwww","nahhh","ta ta","ww unc","lacy","ot","lmaooooooooo","herehego ","predify","ww max","100","nope","based","goat","noooooo","press 1","stand","ww cap","dam","shiza","glaze","idk","???????????","smh","sakina","hiiiii","yay","سلام","na","xa","f a t","w 5","oh wow","bds","thanks","facts","uhoh","how","finally","byee","refresh","????????????","sped","sheesh","stare","exactly","damnnn","nahhhh","yess","wwwwwwwwww","ww 50","hah hah","sweater","why","who","thats crazy","hahah","lelw","oh shit","w raid","listening","team","caught ","cool","uh oh","ooo","w tim","whattttt","oh my","kishan","ww red","ayoo","mmm","no one said that","deji","400k","thank you","insane","bro what","what?","nahh","omggg","و عليكم السلام","vamos","f5","sniffa","leaked","rime","ayy ","unlucky","hahahahah","loll","lolol","looooool","lfg","hi guys","hacked","ye","awww","bra","ww beavo","taway","wedidit","lazer woo","assept","let it go","ww siggy","12","oop","whatttt","oh my god","never","ha","focus","looool","wwwwwwwwwwwww","this guy","wth","wwwwwwwwwwww","pwr","yooooo","jorkin","lmaaooo","ez points","?????????????","hell nah","mmmmmmmmmmmmmm","here he go","pffttt ","ewwwwww","clix","cap of doom","darla","damn lacy","sup","thx","i was here","nvm","well well well","huh?","brother","pause","clueless","hlo","ahahahaha","lies","ta ","ome44 ","jira","noticinggg","call clix","pffttt pffttt","lmfaooooooooooooo","max coming","ww elizabeth","gerd","ez clap","bwajaja","lock in","dang","noo","close","aint no way","red","eu","nahhhhh","peepodj","ewwwwwww","ayooo","gachibass","jungcooked","alien3","hinge","herewego","hollon","big oz","gl","uwu","lollll","ayoooo","uh","oi","lmaooooooooooo","black","ohhh","hi everyone","tc","السماء الزرقاء","we back","lets gooooo","wwwwwwwwwwwwww","offline","huh ","catpls","cappp","asked and answered","ww 10","ll ego","lmfao lmfao lmfao","ww press","gg lacy","lmfaoooooooooooo","xqc","ick monster","bob","huhh","cooked","chill","yessss","lololol","let's go","pari g sis","hehe","nhi","привет","woooo","ai","lets goo","tuff","w torsos","feed bepsy","ewww ","steph curry","ironic","ta attack","ll jason","mmmmmmmmmmmmm","mmmmmmmmmmmm","blm","ww jax","l print","nice shot","lool","football","clean","aww","sorry","yesssss","hello guys","max","ruined","sakina are","hahahahahaha","nothing","lady","bholenath","boom","o na","widespeedlaugh2","knutwalk","hah ","juuh","relevance","marie","pre 3","pre 10","ww mans","pity 8","show the edit","cap cap","dude","ty","wrong","sadge","copium","flirt","normal","hasan","nooooooo","timing","who is this","hey everyone","guys","you","hm","well","pred","interesting","loooool","yoooooo","what happened","hallowfall","gg ","aliendance","? ","waste of time","wow ","ll host","yap","oh hell nah","check","oz","jax","capp","solos","man of bumps","19","403","lucky","good morning","washed","brooo","ahahaha","wrong boots","??????????????","run","heyy","omggggg","hi all","المحققة ؟","forsen","ohh",".....","omgggg","l ads","what is this","mrsavaben","gg's","nahhhhhh","call him","aware","bang","cs","khanada","santi","pfffttt","night trap","raid","ww jason","omefaded","ll print","hiii colleen","duos","play cmb","arky lying","rofl","yikes","good one","lolll","noooooooo",".......","uhm","omgg","amen","ouch","sigma","usa","boring","gym","pls","mods","bathroom entrance","xit","ewwwwwwww","alizee","wolfie","me too","emp","......","good boy","oj","last","عليكم السلام","ggm1","ta ta ta","uhhhhh","firstgarf","ez 4 m80","ooooo","noway ","na defense","objection","casa","hell no","widereacting","ww instigator","lfmao","jasssssssson","lmaaaoooo","bring us with you","10/10","ftc","mr 5.5","arky45","lmfao arky","maybe","wut","gg ez","almost","zzz","good night","weird","sure","widevibe","no shot","click","jk","gggg","woo","ads","qual","moi 7e luokka","um","who?","oops","man","wait","ugh","eh","he is","mit wem spielt er","muted","benn","feelsstrongman","hell yeah","derp2","cuuh","rizz","camariah","deadge","???????????????","booba","ll poll","miz","ick","raid veno","hiii ","abb demon","0/3","oh nahhh","w elizabeth","show edit","arkyyy","check earnings","400k a month","squads","kc","letttss gooooo maxx","14","1000","amazing","lul","wat","i do",":(","broo","who cares","gooo","it is","erm","oh brother","okk","peace","goodnight","chat","woww","bye bye","morning","elsa","tsunami","hn","ok bye","gogeta","really","priya","sa","ciao","huhhhh","lotus","blue sky","ong","lets goooooooo","pfffft","e z","moin","whatt","wwwwwwwwwwwwwww","yessir","kekl","dance","just go","w red","oooooo","niceee","w deshae","call deshae","vip","veno","分かった","weirdo","lmfoa","behind you","ayy ayy","w cap","noticing","o z","what?????","what is happening","lmaoooooooooooooo","ww yay","ar","jassssssssson","rime mommy","ww t1","devry","4love lac","oh hell no","oooo 50","jumpscare","mmmmmmmmmmmmmmm","ww john","w lacy","lmaoooooooooooo","w jax","play max song","buh buh","man of steel","buh buh buh","cmon kc","13","50","150","good luck","np","right","so close","congratulations","joever","lolololol","please","welp","fair","my goat","wowwww","womp womp","not bad","whatttttt","again","lets goooooo","next week","there is","perfect","ooof","oh boy","alisha","sumedh","si","walaikum assalam","card","hahahahahahaha","wha","blackjack","i love it","xddd","heyyyy","hlw","hmmmmm","yooooooooo","kyu","scatter","うん","hallo","*sips horchata*","oo","hi chat","ozempic","rezon","ne","w graal","foul ball","meatloaf","mm","come on","lmaooooooooooooo","lmaaaooo","oh god","oh nahh","nessie","ome3","schizo","what a pass","gooner","ottt","bye az","ww pr","l ego","geng washed","piece red","reallymad","oce > na","mizunprepared","uuhh","dead","can i play","furia","full motion video","ron dtm","chip ","lmfaoooooooooooooo","????????????????","ww predify","hiii hiii","commmmmmmmmmm","nobody said that","honey pack","edit","capppp","pre 4","frank ocean","ww deji","short","hot to go","ssg","16","awesome","hype","kk","nice one","sheeeesh","wait what","crashout","the goat","bro...","noice","both","here we go again","yapping","we?","w stream","omggggggg","why not","cute","cheers","none","niceeee","اي","not really","help","hii guys","fadak","да","boy","hiiiiii","anyways","jay one","yoooooooo","hell","sakin","ahhhh","hail","ron","get it","sell","ope","w song","complent","bye guys","ggg","richa","dont","its over","nooooooooo","fff","glazing","gg gg","yo bro","twink","awwww","hack","ww ww ww","ww adapt","col is finished","kirbycoom","vip deshae","lmfao what","rizz dot","no ot","l host","free palestine","i am","activationfingers","lets go pwr","gggggg","ayy2","cs2","ww timing","loooooooooool","delete capcut","uuh uuh uuh","???????????????????","ugly emp","ta lk","jason?","jason","bedge","this guy hah","hdmi","ww gooner","both?","caught caught","helloimmaxwell","what???","huh huh","0/4","cap of hell","w h a t","mmmmmmmmmmmmmmmm","owow","vinnie","ww 45","piece arky","srry","lacy cap","arky capping","ww bepsy","22","26","kappa","lulw","calculated","amogus","nice try","noted","waiting","nooooooooooo","cope","hahahhaha","easy","awkward","what is going on","whoa","ummm","ok ok",":3","nodders","q first","so","hahahahha","ban","byeee","ya","rose","görüşürüzz","skibidi sigma","aw","اوك","مرحبا","yeahh","left","niharika","gtk","لا","omg lol","hello all","umm","hello?","hi faith","good morning faith","hi.","gulp","cherry","kevin","how are you","*chuckles*","ohhhh","oxygen","سلام عليكم","og","alr","free","hi happy","l beard","-_-","goty","tata","no lol","comm","maram","savage","hahahahahah","ayo?","thank god","sick","looooooooool","holy crap","sez u","wowww","bepsy aura","lift0","alien44","ome20","lazy","w gifted","ayoooooo","yessssss","vip him","xdd ","jeez","qual?","ww hasan","yam","monkers","w pwr","luck","letsgooo","na washed","real voice lmfao","ww 808","o7 ","firstdork","dumbass","hard watch","goon","dragging it","ww lag","ww f","sheeesh","hah mods","drops","u did this","o ma","o ","ravetime","lll","bs","commm","ron stfu","w hasan","yooooooo","ome44 ome44","jassssssson","jasssssssssssson","jasssssson","sonii","will","he coming","elizabeth","hah hah hah","fake chat","nahhhhhhh","w honesty","chopped","tacaught","lunch","w max","lmfaooooooooooooooo","uhhhh","ewwwwwwwwww","rockin","5k","check his earnings","trios","freak","lmfao max","arky lmao","what ","poor dude","8.3","15","peepoclap","ayyy","clutch","gn","happy birthday","congrats","blabbering","off","this is crazy","sad","so true","val","game","saved","noooooooooooooo","noooooooooo","bro?","lets gooooooooo","big w","ah","hahahahhahaha","miami","japan","valorant","good flash","hahahahahahahaha","assalamualaikum","good job","its ok","oh yeah","hold","i agree","bruhhh","liar","w gooner","tupang","word","cmon","green","00","love","win","wsg","احبك","=)","helloo","i knew it","accha","null","lupz","hy","me?","yeahhh","adios","privet","selam","kartal","holy moly","helloooo","ahh","dang it","absolute cinema","kicks","im back","nhii","may","ha?","hahhaha","hnnn","beard","janvi","lol.","what a shot","ns","rip az","yassss","respect","yash bro","whoops","aliyeva","اتقوا الله","***","ne(yankili)","jt","hnn","homie","im dying","qualed ?","ggez","grim.","nein","كيفن","kick jt","usa usa usa","هههههههه","madge","why skip","na production","ez ","ww ad","ta ta ta ta","knutready","rug juice","relax","yes ","gg\\","ll friend","pffttt2","gay af","coming","ww asian brother","regret","w save","daddy","call","was","no no no","ww santi","disgusting","lmaoaoa","weebsdetected","colleen","my oil","brooooo","what the","ego ","awwe","weak","wuh","ew ","w press","oooo oooo","speak up","nepo","ليلي","ooooooo","lmaaoo","whats going on","you got this","my points","omescrajj","gigachad sonii","send it to cinna","jorkers","ooh","nowaying","lacy comment","bricked","lets go furia","lmaoooooooooo ","l ad","w ad","reacting","solo cc","what????","poor guy","jassssssssssson","taj","taassemble","0-3 esports","commmmmmmmmmmm","commmmmmmmmm","lock the door","hes coming","play it","damm","bad pics","pre 5","ofcccc","jerry woo","omestare","pre 1","oh nahhhh","lmao lmao","wow wow","silky","jerkify","kiss","6????","do xqc","arkyyyy","امين","w h a tt","check it","lmfaoaooo","saj ","emilio","so jason","well stream","arky lmfao","capping ","tya","piece vinnie","om ","5.3","the man of meat","man of shmeat","duke","no f","17","21","23","greetings","well played","absolutely","correct"])
let longestLength = 19; // safePhrases.reduce((maxLength, str) => Math.max(maxLength, str.length), 0);
var quickPass = 0;
var newlyAdded = 0;
function isSafePhrase(data) {
let cleanedText = data.chatmessage;
if (!data.textonly) {
cleanedText = decodeAndCleanHtml(cleanedText);
}
cleanedText = cleanedText.replace(/\p{Emoji_Presentation}|\p{Emoji}\uFE0F/gu, "").replace(/[\u200D\uFE0F]/g, ""); // Remove zero-width joiner and variation selector
cleanedText = cleanedText.replace(/([\u2700-\u27BF]|[\uE000-\uF8FF]|\uD83C[\uDC00-\uDFFF]|\uD83D[\uDC00-\uDFFF]|[\u2011-\u26FF]|\uD83E[\uDD10-\uDDFF])/gi, ""); // fail safe?
cleanedText = cleanedText.replace(/[\r\n]+/g, "").replace(/\s+/g, " ").trim();
cleanedText = cleanedText.toLowerCase();
if (!cleanedText) { // nothing, so it's safe.
return { isSafe: true, cleanedText: "" };
}
if (cleanedText.length > longestLength) {
return { isSafe: false, cleanedText };
}
if (!cleanedText) {
return { isSafe: true, cleanedText };
}
if (cleanedText.length == 1) {
return { isSafe: true, cleanedText };
}
return { isSafe: safePhrasesSet.has(cleanedText), cleanedText };
}
function setToObject(set) {
return Object.fromEntries(
Array.from(set).map(value => [value, 1])
);
}
function getTop100(obj, total=100) {
const entries = Object.entries(obj);
entries.sort((a, b) => b[1] - a[1]);
const top100 = entries.slice(0, total);
return top100.map(entry => entry[0]);
}
//let safePhrasesObject = setToObject(safePhrasesSet)
function addSafePhrase(cleanedText, score=-1) {
//if (score>1){return;}
if (cleanedText.length>longestLength){return}; // too long to validate
if (!cleanedText){return};
if (cleanedText.length==1){return}; // single characeter; must be safe
safePhrasesSet.add(cleanedText);
newlyAdded+=1;
//if (safePhrasesObject[cleanedText]){ // remoev this object part, as I dont need it in productino.
// safePhrasesObject[cleanedText] +=1;
//} else {
// safePhrasesObject[cleanedText] = 1;
//}
//log("Added ("+score+"): "+cleanedText);
}
let censorProcessingSlots = [false, false, false]; // ollama can handle 4 requests at a time by default I think, but 3 is a good number.
async function censorMessageWithLLM(data) {
if (!data.chatmessage) {
return true;
}
const { isSafe, cleanedText } = isSafePhrase(data);
if (isSafe){
addRecentMessage(cleanedText);
quickPass+=1;
return true;
} // it's safe
const availableSlot = censorProcessingSlots.findIndex(slot => !slot);
if (availableSlot === -1) {
return false; // All slots are occupied
}
censorProcessingSlots[availableSlot] = true;
try {
let censorInstructions = "You will analyze the following message for any signs of hate, extreme negativity, foul language, swear words, bad words, profanity, racism, sexism, political messaging, civil war, violence, threats, or any comment that may be found offensive to a general public audience. You will respond with a number rating out of 5, scoring it based on those factors. A score of 0 would imply it has none of those signs, while 5 would imply it clearly contains some of those signs, and a value in between would imply some level of ambiguity. Do not respond with anything other than a number between 0 and 5. Any message that contains profanity or a curse word automatically should qualify as a 5. There are no more instructions with the message you to rate as follows. MESSAGE: ";
if (data.chatname) {
censorInstructions += data.chatname + " says: ";
}
if (cleanedText) {
censorInstructions += cleanedText;
}
let llmOutput = await callLLMAPI(censorInstructions);
censorProcessingSlots[availableSlot] = false;
//log(llmOutput);
let match = llmOutput.match(/\d+/);
let score = match ? parseInt(match[0]) : 0;
//console.log(score);
if (score > 3 || llmOutput.length > 1) {
//console.log("Bad phrase: "+data.chatname +" said " +cleanedText);
if (settings.ollamaCensorBotBlockMode) {
return false;
} else if (isExtensionOn) {
// console.log("sending a delete out");
sendToDestinations({ delete: data });
}
return false;
} else {
// console.log("safe word");
addSafePhrase(cleanedText, score);
ChatContextManager.addMessage(cleanedText);
return true;
}
} catch (error) {
console.warn("Error processing message:", error);
} finally {
censorProcessingSlots[availableSlot] = false;
}
return false;
}
async function censorMessageWithHistory(data) {
if (!data.chatmessage) {
return true;
}
let cleanedText = data.chatmessage;
if (!data.textonly) {
cleanedText = decodeAndCleanHtml(cleanedText);
}
const availableSlot = censorProcessingSlots.findIndex(slot => !slot);
if (availableSlot === -1) {
return false; // All slots are occupied
}
censorProcessingSlots[availableSlot] = true;