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const fetch = require('node-fetch').default;
const express = require('express');
const { AIHorde, ModelGenerationInputStableSamplers, ModelInterrogationFormTypes, HordeAsyncRequestStates } = require('@zeldafan0225/ai_horde');
const { getVersion, delay, Cache } = require('../util');
const { readSecret, SECRET_KEYS } = require('./secrets');
const { jsonParser } = require('../express-common');
const ANONYMOUS_KEY = '0000000000';
const cache = new Cache(60 * 1000);
const router = express.Router();
/**
* Returns the AIHorde client agent.
* @returns {Promise<string>} AIHorde client agent
*/
async function getClientAgent() {
const version = await getVersion();
return version?.agent || 'SillyTavern:UNKNOWN:Cohee#1207';
}
/**
* Returns the AIHorde client.
* @returns {Promise<AIHorde>} AIHorde client
*/
async function getHordeClient() {
const ai_horde = new AIHorde({
client_agent: await getClientAgent(),
});
return ai_horde;
}
/**
* Removes dirty no-no words from the prompt.
* Taken verbatim from KAI Lite's implementation (AGPLv3).
* https://github.com/LostRuins/lite.koboldai.net/blob/main/index.html#L7786C2-L7811C1
* @param {string} prompt Prompt to sanitize
* @returns {string} Sanitized prompt
*/
function sanitizeHordeImagePrompt(prompt) {
if (!prompt) {
return '';
}
//to avoid flagging from some image models, always swap these words
prompt = prompt.replace(/\b(girl)\b/gmi, 'woman');
prompt = prompt.replace(/\b(boy)\b/gmi, 'man');
prompt = prompt.replace(/\b(girls)\b/gmi, 'women');
prompt = prompt.replace(/\b(boys)\b/gmi, 'men');
//always remove these high risk words from prompt, as they add little value to image gen while increasing the risk the prompt gets flagged
prompt = prompt.replace(/\b(under.age|under.aged|underage|underaged|loli|pedo|pedophile|(\w+).year.old|(\w+).years.old|minor|prepubescent|minors|shota)\b/gmi, '');
//replace risky subject nouns with person
prompt = prompt.replace(/\b(youngster|infant|baby|toddler|child|teen|kid|kiddie|kiddo|teenager|student|preteen|pre.teen)\b/gmi, 'person');
//remove risky adjectives and related words
prompt = prompt.replace(/\b(young|younger|youthful|youth|small|smaller|smallest|girly|boyish|lil|tiny|teenaged|lit[tl]le|school.aged|school|highschool|kindergarten|teens|children|kids)\b/gmi, '');
return prompt;
}
router.post('/text-workers', jsonParser, async (request, response) => {
try {
const cachedWorkers = cache.get('workers');
if (cachedWorkers && !request.body.force) {
return response.send(cachedWorkers);
}
const agent = await getClientAgent();
const fetchResult = await fetch('https://aihorde.net/api/v2/workers?type=text', {
headers: {
'Client-Agent': agent,
},
});
const data = await fetchResult.json();
cache.set('workers', data);
return response.send(data);
} catch (error) {
console.error(error);
response.sendStatus(500);
}
});
router.post('/text-models', jsonParser, async (request, response) => {
try {
const cachedModels = cache.get('models');
if (cachedModels && !request.body.force) {
return response.send(cachedModels);
}
const agent = await getClientAgent();
const fetchResult = await fetch('https://aihorde.net/api/v2/status/models?type=text', {
headers: {
'Client-Agent': agent,
},
});
const data = await fetchResult.json();
cache.set('models', data);
return response.send(data);
} catch (error) {
console.error(error);
response.sendStatus(500);
}
});
router.post('/status', jsonParser, async (_, response) => {
try {
const agent = await getClientAgent();
const fetchResult = await fetch('https://aihorde.net/api/v2/status/heartbeat', {
headers: {
'Client-Agent': agent,
},
});
return response.send({ ok: fetchResult.ok });
} catch (error) {
console.error(error);
response.sendStatus(500);
}
});
router.post('/cancel-task', jsonParser, async (request, response) => {
try {
const taskId = request.body.taskId;
const agent = await getClientAgent();
const fetchResult = await fetch(`https://aihorde.net/api/v2/generate/text/status/${taskId}`, {
method: 'DELETE',
headers: {
'Client-Agent': agent,
},
});
const data = await fetchResult.json();
console.log(`Cancelled Horde task ${taskId}`);
return response.send(data);
} catch (error) {
console.error(error);
response.sendStatus(500);
}
});
router.post('/task-status', jsonParser, async (request, response) => {
try {
const taskId = request.body.taskId;
const agent = await getClientAgent();
const fetchResult = await fetch(`https://aihorde.net/api/v2/generate/text/status/${taskId}`, {
headers: {
'Client-Agent': agent,
},
});
const data = await fetchResult.json();
console.log(`Horde task ${taskId} status:`, data);
return response.send(data);
} catch (error) {
console.error(error);
response.sendStatus(500);
}
});
router.post('/generate-text', jsonParser, async (request, response) => {
const apiKey = readSecret(request.user.directories, SECRET_KEYS.HORDE) || ANONYMOUS_KEY;
const url = 'https://aihorde.net/api/v2/generate/text/async';
const agent = await getClientAgent();
console.log(request.body);
try {
const result = await fetch(url, {
method: 'POST',
body: JSON.stringify(request.body),
headers: {
'Content-Type': 'application/json',
'apikey': apiKey,
'Client-Agent': agent,
},
});
if (!result.ok) {
const message = await result.text();
console.log('Horde returned an error:', message);
return response.send({ error: { message } });
}
const data = await result.json();
return response.send(data);
} catch (error) {
console.log(error);
return response.send({ error: true });
}
});
router.post('/sd-samplers', jsonParser, async (_, response) => {
try {
const samplers = Object.values(ModelGenerationInputStableSamplers);
response.send(samplers);
} catch (error) {
console.error(error);
response.sendStatus(500);
}
});
router.post('/sd-models', jsonParser, async (_, response) => {
try {
const ai_horde = await getHordeClient();
const models = await ai_horde.getModels();
response.send(models);
} catch (error) {
console.error(error);
response.sendStatus(500);
}
});
router.post('/caption-image', jsonParser, async (request, response) => {
try {
const api_key_horde = readSecret(request.user.directories, SECRET_KEYS.HORDE) || ANONYMOUS_KEY;
const ai_horde = await getHordeClient();
const result = await ai_horde.postAsyncInterrogate({
source_image: request.body.image,
forms: [{ name: ModelInterrogationFormTypes.caption }],
}, { token: api_key_horde });
if (!result.id) {
console.error('Image interrogation request is not satisfyable:', result.message || 'unknown error');
return response.sendStatus(400);
}
const MAX_ATTEMPTS = 200;
const CHECK_INTERVAL = 3000;
for (let attempt = 0; attempt < MAX_ATTEMPTS; attempt++) {
await delay(CHECK_INTERVAL);
const status = await ai_horde.getInterrogationStatus(result.id);
console.log(status);
if (status.state === HordeAsyncRequestStates.done) {
if (status.forms === undefined) {
console.error('Image interrogation request failed: no forms found.');
return response.sendStatus(500);
}
console.log('Image interrogation result:', status);
const caption = status?.forms[0]?.result?.caption || '';
if (!caption) {
console.error('Image interrogation request failed: no caption found.');
return response.sendStatus(500);
}
return response.send({ caption });
}
if (status.state === HordeAsyncRequestStates.faulted || status.state === HordeAsyncRequestStates.cancelled) {
console.log('Image interrogation request is not successful.');
return response.sendStatus(503);
}
}
} catch (error) {
console.error(error);
response.sendStatus(500);
}
});
router.post('/user-info', jsonParser, async (request, response) => {
const api_key_horde = readSecret(request.user.directories, SECRET_KEYS.HORDE);
if (!api_key_horde) {
return response.send({ anonymous: true });
}
try {
const ai_horde = await getHordeClient();
const user = await ai_horde.findUser({ token: api_key_horde });
return response.send(user);
} catch (error) {
console.error(error);
return response.sendStatus(500);
}
});
router.post('/generate-image', jsonParser, async (request, response) => {
if (!request.body.prompt) {
return response.sendStatus(400);
}
const MAX_ATTEMPTS = 200;
const CHECK_INTERVAL = 3000;
const PROMPT_THRESHOLD = 5000;
try {
const maxLength = PROMPT_THRESHOLD - String(request.body.negative_prompt).length - 5;
if (String(request.body.prompt).length > maxLength) {
console.log('Stable Horde prompt is too long, truncating...');
request.body.prompt = String(request.body.prompt).substring(0, maxLength);
}
// Sanitize prompt if requested
if (request.body.sanitize) {
const sanitized = sanitizeHordeImagePrompt(request.body.prompt);
if (request.body.prompt !== sanitized) {
console.log('Stable Horde prompt was sanitized.');
}
request.body.prompt = sanitized;
}
const api_key_horde = readSecret(request.user.directories, SECRET_KEYS.HORDE) || ANONYMOUS_KEY;
console.log('Stable Horde request:', request.body);
const ai_horde = await getHordeClient();
const generation = await ai_horde.postAsyncImageGenerate(
{
prompt: `${request.body.prompt} ### ${request.body.negative_prompt}`,
params:
{
sampler_name: request.body.sampler,
hires_fix: request.body.enable_hr,
// @ts-ignore - use_gfpgan param is not in the type definition, need to update to new ai_horde @ https://github.com/ZeldaFan0225/ai_horde/blob/main/index.ts
use_gfpgan: request.body.restore_faces,
cfg_scale: request.body.scale,
steps: request.body.steps,
width: request.body.width,
height: request.body.height,
karras: Boolean(request.body.karras),
clip_skip: request.body.clip_skip,
seed: request.body.seed >= 0 ? String(request.body.seed) : undefined,
n: 1,
},
r2: false,
nsfw: request.body.nfsw,
models: [request.body.model],
},
{ token: api_key_horde });
if (!generation.id) {
console.error('Image generation request is not satisfyable:', generation.message || 'unknown error');
return response.sendStatus(400);
}
console.log('Horde image generation request:', generation);
const controller = new AbortController();
request.socket.removeAllListeners('close');
request.socket.on('close', function () {
console.log('Horde image generation request aborted.');
controller.abort();
if (generation.id) ai_horde.deleteImageGenerationRequest(generation.id);
});
for (let attempt = 0; attempt < MAX_ATTEMPTS; attempt++) {
controller.signal.throwIfAborted();
await delay(CHECK_INTERVAL);
const check = await ai_horde.getImageGenerationCheck(generation.id);
console.log(check);
if (check.done) {
const result = await ai_horde.getImageGenerationStatus(generation.id);
if (result.generations === undefined) return response.sendStatus(500);
return response.send(result.generations[0].img);
}
/*
if (!check.is_possible) {
return response.sendStatus(503);
}
*/
if (check.faulted) {
return response.sendStatus(500);
}
}
return response.sendStatus(504);
} catch (error) {
console.error(error);
return response.sendStatus(500);
}
});
module.exports = { router };
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