commit 1f01c0c4547bdc12013298db8495fd6ddf017f85
Author: BordedDev <>
Date: Thu Mar 6 00:36:52 2025 +0100
Add base bot setup
- supports ping, llama and image/comfyUI
- comes with 3 pre-setup comfyUI templates
diff --git a/.gitignore b/.gitignore
new file mode 100644
index 0000000..3c924dd
--- /dev/null
+++ b/.gitignore
@@ -0,0 +1,132 @@
+/.idea/
+/.vscode/
+/node_modules
+.env
+*.orig
+*.pyc
+*.swp
+*~
+.fuse_hidden*
+.directory
+.Trash-*
+.nfs*
+.idea/**/workspace.xml
+.idea/**/tasks.xml
+.idea/**/usage.statistics.xml
+.idea/**/dictionaries
+.idea/**/shelf
+.idea/**/aws.xml
+.idea/**/contentModel.xml
+.idea/**/dataSources/
+.idea/**/dataSources.ids
+.idea/**/dataSources.local.xml
+.idea/**/sqlDataSources.xml
+.idea/**/dynamic.xml
+.idea/**/uiDesigner.xml
+.idea/**/dbnavigator.xml
+.idea/**/gradle.xml
+.idea/**/libraries
+cmake-build-*/
+.idea/**/mongoSettings.xml
+*.iws
+out/
+.idea_modules/
+atlassian-ide-plugin.xml
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+.idea/sonarlint/
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+crashlytics-build.properties
+fabric.properties
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+*.pid
+*.seed
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+web_modules/
+*.tsbuildinfo
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+Thumbs.db:encryptable
+ehthumbs.db
+ehthumbs_vista.db
+*.stackdump
+[Dd]esktop.ini
+$RECYCLE.BIN/
+*.cab
+*.msi
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diff --git a/deno.json b/deno.json
new file mode 100644
index 0000000..fdcc99e
--- /dev/null
+++ b/deno.json
@@ -0,0 +1,24 @@
+{
+ "tasks": {
+ "dev:snek-llama-bot": "deno run --allow-env --allow-read --allow-sys --allow-ffi --allow-net=snek.molodetz.nl:443,127.0.0.1:8188 --allow-run=\"deno\" src/ws-snek-llama-bot.ts",
+ "dev:snek-img-bot": "deno run --allow-env --allow-read --allow-sys --allow-ffi --allow-net=snek.molodetz.nl:443,127.0.0.1:8188 --allow-run=\"deno\" src/ws-snek-image-bot.ts"
+ },
+ "imports": {
+ "@eta-dev/eta": "jsr:@eta-dev/eta@^3.5.0",
+ "@logtape/logtape": "jsr:@logtape/logtape@^0.8.1",
+ "@std/assert": "jsr:@std/assert@1",
+ "@std/cli": "jsr:@std/cli@^1.0.12",
+ "@std/collections": "jsr:@std/collections@^1.0.10",
+ "@std/dotenv": "jsr:@std/dotenv@^0.225.3",
+ "@std/path": "jsr:@std/path@^1.0.8",
+ "@types/node": "npm:@types/node@^22.13.9",
+ "jmespath": "npm:jmespath@^0.16.0",
+ "lodash-es": "npm:lodash-es@^4.17.21",
+ "node-llama-cpp": "npm:node-llama-cpp@^3.6.0",
+ "octokit": "npm:octokit@^4.1.0"
+ },
+ "fmt": {
+ "semiColons": false
+ },
+ "nodeModulesDir": "auto"
+}
diff --git a/deno.lock b/deno.lock
new file mode 100644
index 0000000..fff14f9
--- /dev/null
+++ b/deno.lock
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+ "https://esm.sh/@octokit/request@9.2.0?target=denonext": "550f4054c2e0eba7174dd21aa9117e6934f3bb3d3b3c43f6d4a1471cef3a04d9",
+ "https://esm.sh/@octokit/webhooks-methods@5.1.0/denonext/webhooks-methods.mjs": "fdaefa3e104afcf645fb3a35a1bb557c31e7d069342f1518df72fd5662c28932",
+ "https://esm.sh/@octokit/webhooks-methods@5.1.0?target=denonext": "5a77eef071b9134be9a6ed9358b553195aae275b36e7b7e7c146f0b90d1baa92",
+ "https://esm.sh/@octokit/webhooks@13.5.0/denonext/webhooks.mjs": "b94ff89a92ac22f1cd0307314d976fa5a34a0a731d7e79bf8962201fb3ecd013",
+ "https://esm.sh/@octokit/webhooks@13.5.0?target=denonext": "6e3bc47e2034b2421d1c5e4cf652aa0a330c887aa69c6bf704923eda42722ae7",
+ "https://esm.sh/before-after-hook@3.0.2/denonext/before-after-hook.mjs": "1a862839e15e4816de946c11023cbec3cb1d276e3a86073adfaac9dca6871aca",
+ "https://esm.sh/before-after-hook@3.0.2?target=denonext": "923592fc40b4609eac335800f88c890d81c5f5f12e0b22fd8fd0646313c634f7",
+ "https://esm.sh/bottleneck@2.19.5/denonext/light.mjs": "943b72d08b33e678a4f64bf2ce9a0468f9356ee65092af9c893fa25d3be6518b",
+ "https://esm.sh/bottleneck@2.19.5/light?target=denonext": "c53ee9007926e5a49e291e0a0f2e1113735d65271a33eb609ac9ad309def4878",
+ "https://esm.sh/fast-content-type-parse@2.0.1/denonext/fast-content-type-parse.mjs": "436d0ff6ce4508efcb9023892d25cc9d7eb321e9321a0d3aaf870300dc2e8578",
+ "https://esm.sh/fast-content-type-parse@2.0.1?target=denonext": "7170ebd0186887d73afc67050a28e5350171e5e842e82a10309e829eabdf138a",
+ "https://esm.sh/octokit@4.1.0/denonext/octokit.mjs": "0e522b2239c7f7d673022e81dd55b2dcb6ce42b905f1cfc82a5dfbbd2c24af28",
+ "https://esm.sh/octokit@4.1.0?dts": "094de1c868d2aaa8be65d7135d3feeee8006a5e2d76683f5bfcc32243557cdfc",
+ "https://esm.sh/toad-cache@3.7.0/denonext/toad-cache.mjs": "63b78525dcc99d8f736de244e46b306b2b5f6c72db75bf1d230230d46a06ab37",
+ "https://esm.sh/toad-cache@3.7.0?target=denonext": "e17c2f2729b3268a6ecb412b975002ebaa66894c2e5e0a657a38d1176a1f02d4",
+ "https://esm.sh/universal-github-app-jwt@2.2.0/denonext/universal-github-app-jwt.mjs": "c7cb04f796b43f163b1bcaf2b85c742d11ae724ae5ea82dbe517617c33bd0467",
+ "https://esm.sh/universal-github-app-jwt@2.2.0?target=denonext": "75d402511284eb488f2f2c0f39cc5122ec91c3de1a18eebe1360f2935a0e577a",
+ "https://esm.sh/universal-user-agent@7.0.2/denonext/universal-user-agent.mjs": "c5370728870841e1061776d12f5776929bb04945b0f8d5e4251207eab57d35ea",
+ "https://esm.sh/universal-user-agent@7.0.2?target=denonext": "1c7589a3ed835be8bf13e6c78c7d507af65b7945b92edbf3ad25428e60e072f4"
+ },
+ "workspace": {
+ "dependencies": [
+ "jsr:@eta-dev/eta@^3.5.0",
+ "jsr:@logtape/logtape@~0.8.1",
+ "jsr:@std/assert@1",
+ "jsr:@std/cli@^1.0.12",
+ "jsr:@std/collections@^1.0.10",
+ "jsr:@std/dotenv@~0.225.3",
+ "jsr:@std/path@^1.0.8",
+ "npm:@types/node@^22.13.9",
+ "npm:jmespath@0.16",
+ "npm:lodash-es@^4.17.21",
+ "npm:node-llama-cpp@^3.6.0",
+ "npm:octokit@^4.1.0"
+ ]
+ }
+}
diff --git a/src/msg-handlers/base-handler.ts b/src/msg-handlers/base-handler.ts
new file mode 100644
index 0000000..e4fa0b1
--- /dev/null
+++ b/src/msg-handlers/base-handler.ts
@@ -0,0 +1,41 @@
+import { EventEmitter } from "node:events"
+import {Bot, Message, User} from "../snek/snek-socket.ts"
+import { trim } from "npm:lodash-es"
+
+export abstract class BaseHandler extends EventEmitter {
+ prefix = "msg-handler"
+ user: User|null = null
+
+ constructor(prefix: string) {
+ super()
+ this.prefix = prefix.toLowerCase()
+ }
+
+ async bind(bot: Bot) {
+ this.user = await bot.user
+ bot.on("message", async (message) => {
+ try {
+ if (await this.isMatch(message)) {
+ try {
+ await this.handleMessage(message, bot)
+ } catch (e) {
+ message.reply("An error occurred while handling your message")
+ console.error("Error handling message", e)
+ }
+ }
+ } catch (e) {
+ console.error("Error checking message", e)
+ }
+ })
+ }
+
+ async isMatch(message: Message): Promise<boolean> {
+ return message.userUID !== this.user?.uid &&
+ trim(message?.message, ' `').toLowerCase().startsWith(this.prefix)
+ }
+
+ abstract handleMessage(
+ message: Message,
+ bot: Bot,
+ ): Promise<void> | void
+}
diff --git a/src/msg-handlers/img-gen-handler.ts b/src/msg-handlers/img-gen-handler.ts
new file mode 100644
index 0000000..03b07b8
--- /dev/null
+++ b/src/msg-handlers/img-gen-handler.ts
@@ -0,0 +1,187 @@
+import {Bot, Message} from "../snek/snek-socket.ts"
+import {BaseHandler} from "./base-handler.ts"
+import {ImgGen} from "../util/img-gen.ts"
+import {Eta} from "jsr:@eta-dev/eta"
+import { getLogger } from "@logtape/logtape"
+import * as path from "node:path"
+import {randomUUID} from "node:crypto";
+
+const TEMPLATES = new Eta({ views: path.join(Deno.cwd(), "templates/img-gen") })
+
+const FORMATTING_WRAPPER = /^\s*`(?:``\w+)?(.*?)(?:``)?`\s*$/gs
+
+const logger = getLogger(["img-gen-handler"])
+
+const parsePrompt = (prompt: string): Record<string, unknown> => {
+ try {
+ return JSON.parse(prompt)
+ } catch (e) {
+ prompt = prompt.replace(FORMATTING_WRAPPER, "$1")
+ return JSON.parse(prompt)
+ }
+}
+
+export class ImgGenHandler extends BaseHandler {
+ #imageGenerator = new ImgGen()
+ #activeTemplate = "flux-dev.eta"
+ #templateVariables: Record<string, unknown> = {
+ steps: 20,
+ seed: 0,
+ cfg: 2,
+ sampler: "euler",
+ negativePrompt: "",
+ batchSize: 1,
+ width: 1024,
+ height: 1024,
+ }
+
+ #subCommands = {
+ "prompt": this.prompt.bind(this),
+ "template": this.template.bind(this),
+ "variables": this.variables.bind(this),
+ } as Record<string, (command: string, message: Message, bot: Bot) => void>
+
+ constructor() {
+ super("/img-gen")
+ }
+
+ override async handleMessage(message: Message, bot: Bot) {
+ const newMessage = message.message.substring(this.prefix.length).trim()
+ if (!newMessage) {
+ message.reply(
+ "No command given, try one of: " +
+ Object.keys(this.#subCommands).join(", "),
+ )
+ return
+ }
+
+ const [[_, command, rest]] = newMessage.matchAll(/^(\w+)\s*(.*)$/gs)
+
+ if (command in this.#subCommands) {
+ this.#subCommands[command]?.(rest.trim(), message, bot)
+ return
+ }
+
+ message.reply(
+ "Invalid command, assuming prompt. Otherwise these are the correct ones: " +
+ Object.keys(this.#subCommands).join(", "),
+ )
+
+ await this.prompt(newMessage, message, bot)
+ }
+
+ async prompt(command: string, message: Message, bot: Bot) {
+ if (!command) {
+ message.reply("No prompt given")
+ return
+ }
+ try {
+ logger.info("Generating image", { command, variables: this.#templateVariables, message })
+
+ const prompt = parsePrompt(
+ await TEMPLATES.renderAsync(this.#activeTemplate, {
+ ...this.#templateVariables,
+ randomSeed: (
+ min: number = 0,
+ max: number = Number.MAX_SAFE_INTEGER,
+ ) => Math.floor(Math.random() * (max - min + 1)) + min,
+ prompt: command.replaceAll("\n", " "),
+ }),
+ )
+
+ message.reply("image generated called")
+
+ const promptResults = await this.#imageGenerator.dispatchPrompt(
+ prompt,
+ )
+
+ const blob = promptResults.filter((result) => result instanceof Blob)
+
+ if (blob.length === 0) {
+ console.log("Prompt Results: ", promptResults)
+ message.reply("Failed to generate image")
+ return
+ }
+
+ const files = await Promise.all(
+ blob.map(async (blob) =>
+ new File([(await blob.arrayBuffer()).slice(8)], `${randomUUID()}.png`)
+ ),
+ )
+
+ await bot.uploadFiles(message.channelUID, ...files)
+ } catch (e) {
+ console.error(e)
+ message.reply(`Failed to generate image: ${e.message}`)
+ }
+ }
+
+ async template(command: string, message: Message, bot: Bot) {
+ if (!command) {
+ const templatePath = TEMPLATES.config.views
+ if (templatePath) {
+ const templateOptions = await Deno.readDir(templatePath)
+ let templateList =
+ `Current template: ${this.#activeTemplate}\n\nTemplates:\n`
+ for await (const template of templateOptions) {
+ templateList += ` - ${template.name}\n`
+ }
+ message.reply(templateList)
+ } else {
+ message.reply(`Current template: ${this.#activeTemplate}`)
+ return
+ }
+ return
+ }
+
+ const [[_, template, rest]] = command.matchAll(/^(\S+)\s*(.*)$/gs)
+
+ if (!template) {
+ message.reply("No template given")
+ return
+ }
+
+ if (template.startsWith("@")) {
+ TEMPLATES.loadTemplate(template, rest, { async: true })
+ this.#activeTemplate = template
+ message.reply(`Template set to ${template}`)
+ } else {
+ try {
+ Deno.readFileSync(TEMPLATES.resolvePath(template))
+ this.#activeTemplate = template
+ message.reply(`Template set to ${template}`)
+ } catch (e) {
+ message.reply(`Failed to load template: ${e.message}`)
+ return
+ }
+ }
+ }
+
+ variables(command: string, message: Message, bot: Bot) {
+ if (!command) {
+ let currentVariables = "Current Variables:\n\n```json\n"
+ currentVariables += JSON.stringify(this.#templateVariables, null, 2)
+ currentVariables += "\n```"
+ message.reply(currentVariables)
+
+ return
+ }
+
+ const [[_, variable, value]] = command.matchAll(/^(\S+)\s*(.*)$/gs)
+
+ if (!variable) {
+ message.reply("No variable given")
+ return
+ }
+
+ if (!value) {
+ message.reply(
+ `Variable ${variable} = ${this.#templateVariables[variable]}`,
+ )
+ return
+ }
+
+ this.#templateVariables[variable] = value
+ message.reply(`Variable set: ${variable} = ${value}`)
+ }
+}
diff --git a/src/msg-handlers/llama-handler.ts b/src/msg-handlers/llama-handler.ts
new file mode 100644
index 0000000..7223df5
--- /dev/null
+++ b/src/msg-handlers/llama-handler.ts
@@ -0,0 +1,212 @@
+import {BaseHandler} from "./base-handler.ts"
+import {Bot, Message} from "../snek/snek-socket.ts"
+import {trim, trimStart} from "npm:lodash-es"
+import {
+ ChatSessionModelFunctions,
+ ChatWrapper,
+ GeneralChatWrapper,
+ getLlama,
+ LLamaChatPromptOptions,
+ LlamaChatSession,
+ LlamaContext,
+ LlamaModel,
+ resolveChatWrapper,
+ Token,
+} from "npm:node-llama-cpp"
+import {getLogger} from "@logtape/logtape"
+import {deepMerge} from "@std/collections/deep-merge"
+
+const llama = await getLlama()
+
+const textEncoder = new TextEncoder()
+
+function printSync(input: string | Uint8Array, to = Deno.stdout) {
+ let bytesWritten = 0
+ const bytes = typeof input === "string" ? textEncoder.encode(input) : input
+ while (bytesWritten < bytes.length) {
+ bytesWritten += to.writeSync(bytes.subarray(bytesWritten))
+ }
+}
+const logger = getLogger(["llama-gen-handler"])
+
+const optionsGenerator = <
+ const Functions extends ChatSessionModelFunctions | undefined = undefined,
+ LLamaOptions = LLamaChatPromptOptions<Functions>
+>(
+ model: LlamaModel,
+ debugOutput: boolean = true,
+ defaultTimeout = 5 * 60 * 1000,
+ options?: LLamaOptions,
+): LLamaChatPromptOptions<Functions> => {
+ const manager = AbortSignal.timeout(defaultTimeout)
+
+ const defaultOptions: LLamaChatPromptOptions<Functions> = {
+ repeatPenalty: {
+ lastTokens: 24,
+ penalty: 1.12,
+ penalizeNewLine: true,
+ frequencyPenalty: 0.02,
+ presencePenalty: 0.02,
+ punishTokensFilter: (tokens: Token[]) => {
+ return tokens.filter((token) => {
+ const text = model.detokenize([token])
+
+ // allow the model to repeat tokens
+ // that contain the word "better"
+ return !text.toLowerCase().includes("@")
+ // TODO: Exclude usernames
+ })
+ },
+ },
+ temperature: 0.6,
+
+ signal: manager,
+ stopOnAbortSignal: true,
+ }
+
+ if (debugOutput) {
+ defaultOptions.onResponseChunk = (chunk) => {
+ const isThoughtSegment = chunk.type === "segment" &&
+ chunk.segmentType === "thought"
+
+ if (
+ chunk.type === "segment" && chunk.segmentStartTime != null
+ ) {
+ printSync(` [segment start: ${chunk.segmentType}] `)
+ }
+
+ printSync(chunk.text)
+
+ if (chunk.type === "segment" && chunk.segmentEndTime != null) {
+ printSync(` [segment end: ${chunk.segmentType}] `)
+ }
+ }
+ }
+
+ return deepMerge(defaultOptions, options)
+}
+
+export class LLamaHandler extends BaseHandler {
+ joinMode = false
+ debugLogResponses = true
+
+ systemPrompt: string
+
+ #activeModel: string
+
+ #model: LlamaModel | null = null
+ #context: LlamaContext | null = null
+
+ #chatWrapper: ChatWrapper | null = null
+
+ #session: LlamaChatSession | null = null
+
+ constructor(
+ activeModel: string,
+ systemPrompt: string = "You are an AI chatbot.",
+ ) {
+ super("")
+ this.#activeModel = activeModel
+ this.systemPrompt = systemPrompt
+ }
+
+ async calculateSystemPrompt(): Promise<string> {
+ return this.systemPrompt
+ }
+
+ override async bind(bot: Bot): Promise<void> {
+ await super.bind(bot)
+ this.prefix = "@" + this.user?.username.toLowerCase()
+
+ this.#model = await llama.loadModel({
+ modelPath: this.#activeModel,
+ defaultContextFlashAttention: true,
+ })
+
+ this.#context = await this.#model.createContext({
+ flashAttention: true,
+ })
+
+ logger.info("Model loaded", {
+ batchSize: this.#context.batchSize,
+ contextSize: this.#context.contextSize,
+ })
+ console.log("Model loaded", {
+ batchSize: this.#context.batchSize,
+ contextSize: this.#context.contextSize,
+ })
+
+ this.#chatWrapper = //new Llama3ChatWrapper()
+ resolveChatWrapper({
+ bosString: this.#model
+ .tokens
+ .bosString,
+ filename: this.#model
+ .filename,
+ fileInfo: this.#model
+ .fileInfo,
+ tokenizer: this.#model
+ .tokenizer,
+ }) ?? new GeneralChatWrapper()
+
+ this.#session = new LlamaChatSession({
+ contextSequence: this.#context.getSequence(),
+ chatWrapper: this.#chatWrapper,
+ systemPrompt: await this.calculateSystemPrompt(),
+ })
+
+ const channels = await bot.channels
+
+ const channel = channels.find((v) => v.tag === "public") || channels[0]
+
+ if (channel) {
+ await bot.sendMessage(
+ channel.uid,
+ await this.#session.prompt(
+ "Welcome to chat, greet everyone\n",
+ optionsGenerator(this.#model, this.debugLogResponses),
+ ),
+ )
+ this.#session.resetChatHistory()
+ }
+ }
+
+ override async isMatch(message: Message): Promise<boolean> {
+ return message.userUID !== this.user?.uid && (this.joinMode ||
+ trim(message?.message, " `").toLowerCase().includes(this.prefix))
+ }
+
+ override async handleMessage(message: Message, bot: Bot): Promise<void> {
+ const session = this.#session
+ const user = this.user
+ if (!session || !user) {
+ return
+ }
+
+ let response = await session.prompt(
+ `@${message.username}: ${message.message}`,
+ optionsGenerator(this.#model!, this.debugLogResponses),
+ )
+
+ response = response.replace(/<think>.*?<\/think>/gs, "")
+ let lwResponse = response.toLowerCase()
+
+ if (lwResponse.startsWith("ai")) {
+ response = response.substring(2).trim()
+ lwResponse = response.toLowerCase()
+ }
+
+ if (lwResponse.startsWith(`@${user.username.toLowerCase()}`)) {
+ response = response.substring(user.username.length + 1).trim()
+ lwResponse = response.toLowerCase()
+ }
+
+ if (lwResponse.startsWith(`@${message.username.toLowerCase()}`)) {
+ response = response.substring(message.username.length + 1).trim()
+ lwResponse = response.toLowerCase()
+ }
+
+ response = trimStart(response, ":").trim()
+ bot.send("send_message", message.channelUID, response)
+ }
+}
diff --git a/src/msg-handlers/ping-handler.ts b/src/msg-handlers/ping-handler.ts
new file mode 100644
index 0000000..1ce3914
--- /dev/null
+++ b/src/msg-handlers/ping-handler.ts
@@ -0,0 +1,12 @@
+import { BaseHandler } from "./base-handler.ts"
+import { Bot, Message } from "../snek/snek-socket.ts"
+
+export class PingHandler extends BaseHandler {
+ constructor() {
+ super("ping")
+ }
+
+ override handleMessage(message: Message, bot: Bot): void {
+ message.reply("pong")
+ }
+}
diff --git a/src/snek/snek-socket.ts b/src/snek/snek-socket.ts
new file mode 100644
index 0000000..7d51e27
--- /dev/null
+++ b/src/snek/snek-socket.ts
@@ -0,0 +1,295 @@
+import {EventEmitter} from "node:events"
+import {debounce} from "npm:lodash-es"
+import {getLogger} from "@logtape/logtape"
+
+const logger = getLogger(["ws-socket"])
+
+export const BASE_URL = "https://snek.molodetz.nl/login.json"
+
+const baseRequest = async (
+ action: string,
+ username: string,
+ password: string,
+) => {
+ const loginPayloadRed = await fetch(BASE_URL)
+ console.log(loginPayloadRed)
+ const basePayload = await loginPayloadRed.json()
+
+ basePayload.fields.username.value = username
+ basePayload.fields.password.value = password
+
+ return await fetch(BASE_URL, {
+ method: "POST",
+ headers: {
+ "Content-Type": "application/json",
+ },
+ body: JSON.stringify({
+ action,
+ form: basePayload,
+ }),
+ })
+}
+
+export const login = async (username: string, password: string) => {
+ const loginResult = await baseRequest("submit", username, password)
+
+ const loginPayload = await loginResult.json()
+ if (!("redirect_url" in loginPayload)) {
+ return null
+ }
+ const cookies = loginResult.headers.getSetCookie()
+ const authCookie =
+ cookies.filter((v) => v.includes("AIOHTTP_SESSION")).flatMap((v) => {
+ try {
+ return v.matchAll(
+ /(AIOHTTP_SESSION="?.*?"?)(?:;|^)/g,
+ )?.next()?.value?.[1]
+ } catch (e) {
+ return undefined
+ }
+ })[0]
+
+ return authCookie || null
+}
+
+export const validate = async (username: string, password: string) => {
+ return await baseRequest("validate", username, password)
+}
+
+export interface User {
+ color: string
+ created_at: string
+ email?: string | null
+ last_ping: string | null
+ nick: string
+ uid: string
+ updated_at: string
+ username: string
+}
+
+export interface Channel {
+ name: string
+ uid: string
+ is_moderator: boolean
+ is_read_only: boolean
+ tag: string
+}
+
+export class Message {
+ message: string
+ html: string
+ userUID: string
+ color: string
+ channelUID: string
+ createdAt: string
+ updatedAt: string | null
+ username: string
+ uid: string
+ userNick: string
+
+ bot: Bot
+
+ constructor(data: any, bot: Bot) {
+ this.message = data.message
+ this.html = data.html
+ this.userUID = data.user_uid
+ this.color = data.color
+ this.channelUID = data.channel_uid
+ this.createdAt = data.created_at
+ this.updatedAt = data.updated_at
+ this.username = data.username
+ this.uid = data.uid
+ this.userNick = data.user_nick
+ this.bot = bot
+ }
+
+ reply(message: string) {
+ return this.bot.send("send_message", this.channelUID, message)
+ }
+}
+
+export class ConnectionClosedError extends Error {
+ constructor(code: number, reason: string) {
+ super(`Connection closed with code ${code}: ${reason}`)
+ }
+}
+
+export class Bot extends EventEmitter<
+ { message: Message[]; close: { code: number; reason: string }[] }
+> {
+ readonly #username: string
+ readonly #password: string
+ readonly #url: string | URL
+ #ws: WebSocket | null = null
+
+ #processingMessages = new Map<
+ string,
+ {
+ data: PromiseWithResolvers<unknown>
+ when: Date
+ req: {
+ name: string
+ args: unknown[]
+ callId: string
+ }
+ }
+ >()
+
+ autoReconnect = true
+
+ get channels() {
+ return this.send<Channel[]>("get_channels")
+ }
+
+ get user() {
+ return this.send<User>("get_user", null)
+ }
+ get messages() {
+ return this.send("get_messages", null)
+ }
+
+ #authCookie: string | null = null
+
+ get authCookie() {
+ return this.#authCookie
+ ? Promise.resolve(this.#authCookie)
+ : login(this.#username, this.#password).then((
+ cookie,
+ ) => (this.#authCookie = cookie))
+ }
+
+ constructor(
+ username: string,
+ password: string,
+ url: string | URL = "wss://snek.molodetz.nl/rpc.ws",
+ ) {
+ super()
+ this.#username = username
+ this.#password = password
+ this.#url = url
+ }
+
+ send<T>(name: string, ...args: unknown[]) {
+ const ws = this.#ws
+ if (ws && ws.readyState === ws.OPEN) {
+ const callId = Math.random().toString(36).slice(2)
+ logger.debug("Sending message", { name, args, callId })
+ const res = Promise.withResolvers<T>()
+ this.#processingMessages.set(callId, {
+ data: res as PromiseWithResolvers<unknown>,
+ when: new Date(),
+ req: { name, args, callId },
+ })
+ ws.send(JSON.stringify({
+ method: name,
+ args: args,
+ callId,
+ }))
+
+ return res.promise.catch((e: unknown): typeof res.promise => {
+ logger.error("Error sending message, retrying", {
+ name,
+ args,
+ callId,
+ e,
+ })
+
+ return new Promise((resolve, reject) => {
+ setTimeout(() => {
+ resolve(this.connect().then(() => this.send(name, ...args)))
+ }, 1000)
+ })
+ })
+ }
+ return Promise.reject(new Error("Connection not open"))
+ }
+
+ receive(data: string) {
+ const parsedData = JSON.parse(data)
+ const callId = parsedData.callId
+
+ const message = this.#processingMessages.get(callId)
+ if (message) {
+ logger.debug("Resolving message", {
+ data: parsedData.data,
+ callId,
+ raw: parsedData,
+ })
+ message.data.resolve(parsedData.data)
+ this.#processingMessages.delete(callId)
+ } else {
+ logger.debug("Emitting message", parsedData)
+ this.emit("message", new Message(parsedData, this))
+ }
+ }
+
+ connect = debounce(
+ function (this: Bot) {
+ if (this.#ws) {
+ return this.send("get_user", null)
+ }
+ logger.debug("Connecting to", { url: this.#url })
+ const connectedPromise = Promise.withResolvers<unknown>()
+
+ this.#ws = new WebSocket(this.#url)
+ this.#ws.onopen = () => {
+ logger.debug("Connected")
+ connectedPromise.resolve(
+ this.send("login", this.#username, this.#password),
+ )
+ }
+ this.#ws.onmessage = (event) => {
+ logger.debug("Received message", { data: event.data })
+ this.receive(event.data)
+ }
+
+ this.#ws.onclose = (event) => {
+ logger.warn("Connection closed", {
+ code: event.code,
+ reason: event.reason,
+ })
+
+ this.#ws = null
+ this.emit("close", { code: event.code, reason: event.reason })
+ this.#processingMessages.forEach((message) => {
+ message.data.reject(
+ new ConnectionClosedError(event.code, event.reason),
+ )
+ })
+ this.#processingMessages.clear()
+
+ if (this.autoReconnect) {
+ this.connect()
+ }
+ }
+
+ this.#ws.onerror = (event) => {
+ logger.error("Connection error", { event })
+ }
+
+ return connectedPromise.promise
+ },
+ 100,
+ { leading: true, trailing: false },
+ )
+
+ sendMessage(channelUID: string, message: string) {
+ return this.send("send_message", channelUID, message)
+ }
+
+ async uploadFiles(channelUID: string, ...files: File[]) {
+ const imageForm = new FormData()
+ imageForm.append("channel_uid", channelUID)
+ files.forEach((file) => {
+ imageForm.append("files[]", file)
+ })
+
+ return await fetch("https://snek.molodetz.nl/drive.bin", {
+ method: "POST",
+ body: imageForm,
+ headers: {
+ "Cookie": await this.authCookie,
+ },
+ })
+ }
+}
diff --git a/src/util/img-gen.ts b/src/util/img-gen.ts
new file mode 100644
index 0000000..bf454ab
--- /dev/null
+++ b/src/util/img-gen.ts
@@ -0,0 +1,133 @@
+import {randomUUID} from "node:crypto"
+import {getLogger} from "@logtape/logtape"
+
+const logger = getLogger(["img-gen"])
+export class ImgGen {
+ #host: string
+ #clientId = randomUUID()
+ #ws: WebSocket
+
+ #promptQueue = new Map<
+ string,
+ { promise: PromiseWithResolvers<unknown[]>; msgs: unknown[] }
+ >()
+
+ constructor(host: string = "127.0.0.1:8188") {
+ this.#host = host
+ this.#initiateWebSocket()
+ }
+
+ async queuePrompt(prompt: string) {
+ const response = await fetch(`http://${this.#host}/prompt`, {
+ method: "POST",
+ headers: { "Content-Type": "application/json" },
+ body: JSON.stringify({ prompt, client_id: this.#clientId }),
+ })
+ return await response.json()
+ }
+
+ async getImage(filename: string, subfolder: string, folderType: string) {
+ const response = await fetch(
+ `http://${this.#host}/view?${
+ new URLSearchParams({ filename, subfolder, type: folderType })
+ .toString()
+ }`,
+ )
+ return await response.arrayBuffer()
+ }
+
+ async getHistory(promptId: string) {
+ const response = await fetch(`http://${this.#host}/history/${promptId}`)
+ return await response.json()
+ }
+
+ #initiateWebSocket() {
+ if (
+ !this.#ws || this.#ws.readyState === this.#ws.CLOSED ||
+ this.#ws.readyState === this.#ws.CLOSING
+ ) {
+ const res = Promise.withResolvers<void>()
+ this.#ws = new WebSocket(
+ `ws://${this.#host}/ws?clientId=${this.#clientId}`,
+ )
+ let lastExportId: string | null = null
+ this.#ws.addEventListener("message", (event) => {
+ if (typeof event.data === "string") {
+ console.log("Received message", event, event.data)
+ const data = JSON.parse(event.data)
+ const res = this.#promptQueue.get(data.data.prompt_id)
+ if (res) {
+ res.msgs.push(data)
+ if (data.type === "execution_success") {
+ res.promise.resolve(res.msgs)
+ this.#promptQueue.delete(data.data.prompt_id)
+ } else if (data.type === "executing") {
+ if (data.data.node === "save_image_websocket_node") {
+ lastExportId = data.data.prompt_id
+ }
+ }
+ }
+ } else {
+ console.error(
+ "Received img message",
+ event,
+ "assuming is part of",
+ lastExportId,
+ )
+ if (lastExportId) {
+ const res = this.#promptQueue.get(lastExportId)
+ if (res) {
+ res.msgs.push(event.data)
+ }
+ }
+ }
+ })
+ this.#ws.addEventListener("open", () => {
+ res.resolve()
+ }, { once: true })
+
+ this.#ws.addEventListener("close", () => {
+ logger.error("WebSocket closed")
+
+ for (const [_, { promise }] of this.#promptQueue) {
+ promise.reject(new Error("WebSocket closed"))
+ }
+
+ this.#promptQueue.clear()
+
+ this.#ws = null
+ this.#initiateWebSocket()
+ })
+
+ this.#ws.addEventListener("error", (e) => {
+ logger.error("WebSocket error", {e})
+ })
+
+ return res.promise
+ } else if (this.#ws.readyState === this.#ws.CONNECTING) {
+ return new Promise<void>((resolve) => {
+ this.#ws.addEventListener("open", () => {
+ resolve()
+ }, { once: true })
+ })
+ }
+
+ return Promise.resolve()
+ }
+
+ async dispatchPrompt(prompt: Record<string, unknown> | string) {
+ const res = Promise.withResolvers<unknown[]>()
+
+ await this.#initiateWebSocket()
+
+ if (this.#ws.readyState !== this.#ws.OPEN) {
+ return Promise.reject(new Error("WebSocket not open"))
+ }
+
+ const promptData = await this.queuePrompt(prompt as string)
+ console.log("Prompt data", promptData)
+ this.#promptQueue.set(promptData.prompt_id, { promise: res, msgs: [] })
+
+ return res.promise
+ }
+}
diff --git a/src/util/logging.ts b/src/util/logging.ts
new file mode 100644
index 0000000..5e06077
--- /dev/null
+++ b/src/util/logging.ts
@@ -0,0 +1,25 @@
+import {configure, getConsoleSink} from "@logtape/logtape";
+
+await configure({
+ sinks: {
+ console: getConsoleSink(
+ {
+ formatter: (logEvent) => {
+ const { timestamp, level, category, message, properties } = logEvent
+ return `${timestamp} [${level.toUpperCase()}] [${category}] ${message} ${
+ properties && Object.keys(properties).length
+ ? JSON.stringify(properties)
+ : ""
+ }`
+ },
+ },
+ ),
+ },
+ loggers: [
+ { category: "ai-app", lowestLevel: "debug", sinks: ["console"] },
+ { category: "img-gen", lowestLevel: "debug", sinks: ["console"] },
+ { category: "img-gen-handler", lowestLevel: "debug", sinks: ["console"] },
+ { category: "llama-gen-handler", lowestLevel: "debug", sinks: ["console"] },
+ { category: "ws-socket", lowestLevel: "debug", sinks: ["console"] },
+ ],
+})
diff --git a/src/ws-snek-image-bot.ts b/src/ws-snek-image-bot.ts
new file mode 100644
index 0000000..af2e83e
--- /dev/null
+++ b/src/ws-snek-image-bot.ts
@@ -0,0 +1,19 @@
+import "@std/dotenv/load"
+import "./util/logging.ts"
+import {Bot} from "./snek/snek-socket.ts"
+import {PingHandler} from "./msg-handlers/ping-handler.ts";
+import {ImgGenHandler} from "./msg-handlers/img-gen-handler.ts";
+
+const bot = new Bot(
+ Deno.env.get("SNEK_USERNAME")!,
+ Deno.env.get("SNEK_PASSWORD")!,
+)
+
+await bot.connect()
+
+const user = await bot.user
+
+console.log("We are user: ", user, await bot.authCookie)
+
+new PingHandler().bind(bot)
+new ImgGenHandler().bind(bot)
diff --git a/src/ws-snek-llama-bot.ts b/src/ws-snek-llama-bot.ts
new file mode 100644
index 0000000..78b170c
--- /dev/null
+++ b/src/ws-snek-llama-bot.ts
@@ -0,0 +1,24 @@
+import "@std/dotenv/load"
+import "./util/logging.ts"
+import {Bot} from "./snek/snek-socket.ts"
+import {PingHandler} from "./msg-handlers/ping-handler.ts";
+import {LLamaHandler} from "./msg-handlers/llama-handler.ts";
+
+const bot = new Bot(
+ Deno.env.get("SNEK_USERNAME")!,
+ Deno.env.get("SNEK_PASSWORD")!,
+)
+
+await bot.connect()
+
+const user = await bot.user
+
+console.log("We are user: ", user, await bot.authCookie)
+
+await Promise.all([
+ new PingHandler().bind(bot),
+ new LLamaHandler(
+ Deno.env.get("SNEK_LLAMA_MODEL")!,
+ Deno.env.get("SNEK_LLAMA_SYSTEM_PROMPT")!,
+ ).bind(bot),
+])
diff --git a/templates/img-gen/SD3.5-large-turbo.eta b/templates/img-gen/SD3.5-large-turbo.eta
new file mode 100644
index 0000000..123822f
--- /dev/null
+++ b/templates/img-gen/SD3.5-large-turbo.eta
@@ -0,0 +1,199 @@
+{
+ "4": {
+ "inputs": {
+ "ckpt_name": "stableDiffusion35_largeTurbo.safetensors"
+ },
+ "class_type": "CheckpointLoaderSimple",
+ "_meta": {
+ "title": "Load Checkpoint"
+ }
+ },
+ "6": {
+ "inputs": {
+ "text": "<%= it.prompt %>",
+ "clip": [
+ "11",
+ 0
+ ]
+ },
+ "class_type": "CLIPTextEncode",
+ "_meta": {
+ "title": "CLIP Text Encode (Prompt)"
+ }
+ },
+ "8": {
+ "inputs": {
+ "samples": [
+ "294",
+ 0
+ ],
+ "vae": [
+ "4",
+ 2
+ ]
+ },
+ "class_type": "VAEDecode",
+ "_meta": {
+ "title": "VAE Decode"
+ }
+ },
+ "11": {
+ "inputs": {
+ "clip_name1": "clip_g.safetensors",
+ "clip_name2": "clip_l.safetensors",
+ "clip_name3": "t5xxl_fp16.safetensors"
+ },
+ "class_type": "TripleCLIPLoader",
+ "_meta": {
+ "title": "TripleCLIPLoader"
+ }
+ },
+ "13": {
+ "inputs": {
+ "shift": 3,
+ "model": [
+ "4",
+ 0
+ ]
+ },
+ "class_type": "ModelSamplingSD3",
+ "_meta": {
+ "title": "ModelSamplingSD3"
+ }
+ },
+ "67": {
+ "inputs": {
+ "conditioning": [
+ "71",
+ 0
+ ]
+ },
+ "class_type": "ConditioningZeroOut",
+ "_meta": {
+ "title": "ConditioningZeroOut"
+ }
+ },
+ "68": {
+ "inputs": {
+ "start": 0.1,
+ "end": 1,
+ "conditioning": [
+ "67",
+ 0
+ ]
+ },
+ "class_type": "ConditioningSetTimestepRange",
+ "_meta": {
+ "title": "ConditioningSetTimestepRange"
+ }
+ },
+ "69": {
+ "inputs": {
+ "conditioning_1": [
+ "68",
+ 0
+ ],
+ "conditioning_2": [
+ "70",
+ 0
+ ]
+ },
+ "class_type": "ConditioningCombine",
+ "_meta": {
+ "title": "Conditioning (Combine)"
+ }
+ },
+ "70": {
+ "inputs": {
+ "start": 0,
+ "end": 0.1,
+ "conditioning": [
+ "71",
+ 0
+ ]
+ },
+ "class_type": "ConditioningSetTimestepRange",
+ "_meta": {
+ "title": "ConditioningSetTimestepRange"
+ }
+ },
+ "71": {
+ "inputs": {
+ "text": "<%= it.negativePrompt ||'' %>",
+ "clip": [
+ "11",
+ 0
+ ]
+ },
+ "class_type": "CLIPTextEncode",
+ "_meta": {
+ "title": "CLIP Text Encode (Prompt)"
+ }
+ },
+ "135": {
+ "inputs": {
+ "width": <%= it.width || 1024 %>,
+ "height": <%= it.height || 1024 %>,
+ "batch_size": <%= it.batchSize || 1 %>
+ },
+ "class_type": "EmptySD3LatentImage",
+ "_meta": {
+ "title": "EmptySD3LatentImage"
+ }
+ },
+ "294": {
+ "inputs": {
+ "seed": <%= it.seed || it.randomSeed() %>,
+ "steps": <%= it.steps || 2 %>,
+ "cfg": <%= it.cfg || 1 %>,
+ "sampler_name": "<%= it.sampler || "euler" %>",
+ "scheduler": "beta",
+ "denoise": 1,
+ "model": [
+ "13",
+ 0
+ ],
+ "positive": [
+ "6",
+ 0
+ ],
+ "negative": [
+ "69",
+ 0
+ ],
+ "latent_image": [
+ "135",
+ 0
+ ]
+ },
+ "class_type": "KSampler",
+ "_meta": {
+ "title": "KSampler"
+ }
+ },
+ "301": {
+ "inputs": {
+ "filename_prefix": "ComfyUI",
+ "images": [
+ "8",
+ 0
+ ]
+ },
+ "class_type": "SaveImage",
+ "_meta": {
+ "title": "Save Image"
+ }
+ },
+ "save_image_websocket_node": {
+ "inputs": {
+ "images": [
+ "8",
+ 0
+ ]
+ },
+ "class_type": "SaveImageWebsocket",
+ "_meta": {
+ "title": "SaveImageWebsocket"
+ }
+ }
+}
\ No newline at end of file
diff --git a/templates/img-gen/SD3.5-large.eta b/templates/img-gen/SD3.5-large.eta
new file mode 100644
index 0000000..27c21c5
--- /dev/null
+++ b/templates/img-gen/SD3.5-large.eta
@@ -0,0 +1,199 @@
+{
+ "4": {
+ "inputs": {
+ "ckpt_name": "stableDiffusion35_large.safetensors"
+ },
+ "class_type": "CheckpointLoaderSimple",
+ "_meta": {
+ "title": "Load Checkpoint"
+ }
+ },
+ "6": {
+ "inputs": {
+ "text": "<%= it.prompt %>",
+ "clip": [
+ "11",
+ 0
+ ]
+ },
+ "class_type": "CLIPTextEncode",
+ "_meta": {
+ "title": "CLIP Text Encode (Prompt)"
+ }
+ },
+ "8": {
+ "inputs": {
+ "samples": [
+ "294",
+ 0
+ ],
+ "vae": [
+ "4",
+ 2
+ ]
+ },
+ "class_type": "VAEDecode",
+ "_meta": {
+ "title": "VAE Decode"
+ }
+ },
+ "11": {
+ "inputs": {
+ "clip_name1": "clip_g.safetensors",
+ "clip_name2": "clip_l.safetensors",
+ "clip_name3": "t5xxl_fp16.safetensors"
+ },
+ "class_type": "TripleCLIPLoader",
+ "_meta": {
+ "title": "TripleCLIPLoader"
+ }
+ },
+ "13": {
+ "inputs": {
+ "shift": 3,
+ "model": [
+ "4",
+ 0
+ ]
+ },
+ "class_type": "ModelSamplingSD3",
+ "_meta": {
+ "title": "ModelSamplingSD3"
+ }
+ },
+ "67": {
+ "inputs": {
+ "conditioning": [
+ "71",
+ 0
+ ]
+ },
+ "class_type": "ConditioningZeroOut",
+ "_meta": {
+ "title": "ConditioningZeroOut"
+ }
+ },
+ "68": {
+ "inputs": {
+ "start": 0.1,
+ "end": 1,
+ "conditioning": [
+ "67",
+ 0
+ ]
+ },
+ "class_type": "ConditioningSetTimestepRange",
+ "_meta": {
+ "title": "ConditioningSetTimestepRange"
+ }
+ },
+ "69": {
+ "inputs": {
+ "conditioning_1": [
+ "68",
+ 0
+ ],
+ "conditioning_2": [
+ "70",
+ 0
+ ]
+ },
+ "class_type": "ConditioningCombine",
+ "_meta": {
+ "title": "Conditioning (Combine)"
+ }
+ },
+ "70": {
+ "inputs": {
+ "start": 0,
+ "end": 0.1,
+ "conditioning": [
+ "71",
+ 0
+ ]
+ },
+ "class_type": "ConditioningSetTimestepRange",
+ "_meta": {
+ "title": "ConditioningSetTimestepRange"
+ }
+ },
+ "71": {
+ "inputs": {
+ "text": "<%= it.negativePrompt ||'' %>",
+ "clip": [
+ "11",
+ 0
+ ]
+ },
+ "class_type": "CLIPTextEncode",
+ "_meta": {
+ "title": "CLIP Text Encode (Prompt)"
+ }
+ },
+ "135": {
+ "inputs": {
+ "width": <%= it.width || 1024 %>,
+ "height": <%= it.height || 1024 %>,
+ "batch_size": <%= it.batchSize || 1 %>
+ },
+ "class_type": "EmptySD3LatentImage",
+ "_meta": {
+ "title": "EmptySD3LatentImage"
+ }
+ },
+ "294": {
+ "inputs": {
+ "seed": <%= it.seed || it.randomSeed() %>,
+ "steps": <%= it.steps || 2 %>,
+ "cfg": <%= it.cfg || 1 %>,
+ "sampler_name": "<%= it.sampler || "euler" %>",
+ "scheduler": "beta",
+ "denoise": 1,
+ "model": [
+ "13",
+ 0
+ ],
+ "positive": [
+ "6",
+ 0
+ ],
+ "negative": [
+ "69",
+ 0
+ ],
+ "latent_image": [
+ "135",
+ 0
+ ]
+ },
+ "class_type": "KSampler",
+ "_meta": {
+ "title": "KSampler"
+ }
+ },
+ "301": {
+ "inputs": {
+ "filename_prefix": "ComfyUI",
+ "images": [
+ "8",
+ 0
+ ]
+ },
+ "class_type": "SaveImage",
+ "_meta": {
+ "title": "Save Image"
+ }
+ },
+ "save_image_websocket_node": {
+ "inputs": {
+ "images": [
+ "8",
+ 0
+ ]
+ },
+ "class_type": "SaveImageWebsocket",
+ "_meta": {
+ "title": "SaveImageWebsocket"
+ }
+ }
+}
\ No newline at end of file
diff --git a/templates/img-gen/flux-dev.eta b/templates/img-gen/flux-dev.eta
new file mode 100644
index 0000000..5cb7547
--- /dev/null
+++ b/templates/img-gen/flux-dev.eta
@@ -0,0 +1,204 @@
+{
+ "5": {
+ "inputs": {
+ "width": <%= it.width || 1024 %>,
+ "height": <%= it.height || 1024 %>,
+ "batch_size": <%= it.batchSize || 1 %>
+ },
+ "class_type": "EmptyLatentImage",
+ "_meta": {
+ "title": "Empty Latent Image"
+ }
+ },
+ "6": {
+ "inputs": {
+ "text": "<%= it.prompt ||'' %>",
+ "clip": [
+ "11",
+ 0
+ ]
+ },
+ "class_type": "CLIPTextEncode",
+ "_meta": {
+ "title": "CLIP Text Encode (Prompt)"
+ }
+ },
+ "8": {
+ "inputs": {
+ "samples": [
+ "13",
+ 0
+ ],
+ "vae": [
+ "10",
+ 0
+ ]
+ },
+ "class_type": "VAEDecode",
+ "_meta": {
+ "title": "VAE Decode"
+ }
+ },
+ "9": {
+ "inputs": {
+ "filename_prefix": "MarkuryFLUX",
+ "images": [
+ "8",
+ 0
+ ]
+ },
+ "class_type": "SaveImage",
+ "_meta": {
+ "title": "Save Image"
+ }
+ },
+ "10": {
+ "inputs": {
+ "vae_name": "ae.safetensors"
+ },
+ "class_type": "VAELoader",
+ "_meta": {
+ "title": "Load VAE"
+ }
+ },
+ "11": {
+ "inputs": {
+ "clip_name1": "t5xxl_fp16.safetensors",
+ "clip_name2": "clip_l.safetensors",
+ "type": "flux",
+ "device": "default"
+ },
+ "class_type": "DualCLIPLoader",
+ "_meta": {
+ "title": "DualCLIPLoader"
+ }
+ },
+ "12": {
+ "inputs": {
+ "unet_name": "flux_dev.safetensors",
+ "weight_dtype": "fp8_e4m3fn"
+ },
+ "class_type": "UNETLoader",
+ "_meta": {
+ "title": "Load Diffusion Model"
+ }
+ },
+ "13": {
+ "inputs": {
+ "noise": [
+ "25",
+ 0
+ ],
+ "guider": [
+ "22",
+ 0
+ ],
+ "sampler": [
+ "16",
+ 0
+ ],
+ "sigmas": [
+ "17",
+ 0
+ ],
+ "latent_image": [
+ "5",
+ 0
+ ]
+ },
+ "class_type": "SamplerCustomAdvanced",
+ "_meta": {
+ "title": "SamplerCustomAdvanced"
+ }
+ },
+ "16": {
+ "inputs": {
+ "sampler_name": "<%= it.sampler || "euler" %>"
+ },
+ "class_type": "KSamplerSelect",
+ "_meta": {
+ "title": "KSamplerSelect"
+ }
+ },
+ "17": {
+ "inputs": {
+ "scheduler": "beta",
+ "steps": <%= it.steps || 30 %>,
+ "denoise": 1,
+ "model": [
+ "61",
+ 0
+ ]
+ },
+ "class_type": "BasicScheduler",
+ "_meta": {
+ "title": "BasicScheduler"
+ }
+ },
+ "22": {
+ "inputs": {
+ "model": [
+ "61",
+ 0
+ ],
+ "conditioning": [
+ "60",
+ 0
+ ]
+ },
+ "class_type": "BasicGuider",
+ "_meta": {
+ "title": "BasicGuider"
+ }
+ },
+ "25": {
+ "inputs": {
+ "noise_seed": <%= it.seed || it.randomSeed() %>
+ },
+ "class_type": "RandomNoise",
+ "_meta": {
+ "title": "RandomNoise"
+ }
+ },
+ "60": {
+ "inputs": {
+ "guidance": 4,
+ "conditioning": [
+ "6",
+ 0
+ ]
+ },
+ "class_type": "FluxGuidance",
+ "_meta": {
+ "title": "FluxGuidance"
+ }
+ },
+ "61": {
+ "inputs": {
+ "max_shift": 1.15,
+ "base_shift": 0.5,
+ "width": <%= it.width || 1024 %>,
+ "height": <%= it.height || 1024 %>,
+ "model": [
+ "12",
+ 0
+ ]
+ },
+ "class_type": "ModelSamplingFlux",
+ "_meta": {
+ "title": "ModelSamplingFlux"
+ }
+ },
+ "save_image_websocket_node": {
+ "inputs": {
+ "images": [
+ "8",
+ 0
+ ]
+ },
+ "class_type": "SaveImageWebsocket",
+ "_meta": {
+ "title": "SaveImageWebsocket"
+ }
+ }
+}
\ No newline at end of file
diff --git a/templates/img-gen/mochi.eta b/templates/img-gen/mochi.eta
new file mode 100644
index 0000000..e9ccb31
--- /dev/null
+++ b/templates/img-gen/mochi.eta
@@ -0,0 +1,149 @@
+{
+ "3": {
+ "inputs": {
+ "seed": <%= it.seed || it.randomSeed() %>,
+ "steps": <%= it.steps || 30 %>,
+ "cfg": <%= it.cfg || 4.5 %>,
+ "sampler_name": "<%= it.sampler || "euler" %>",
+ "scheduler": "beta",
+ "denoise": 1,
+ "model": [
+ "37",
+ 0
+ ],
+ "positive": [
+ "6",
+ 0
+ ],
+ "negative": [
+ "7",
+ 0
+ ],
+ "latent_image": [
+ "21",
+ 0
+ ]
+ },
+ "class_type": "KSampler",
+ "_meta": {
+ "title": "KSampler"
+ }
+ },
+ "6": {
+ "inputs": {
+ "text": "<%= it.prompt %>",
+ "clip": [
+ "38",
+ 0
+ ]
+ },
+ "class_type": "CLIPTextEncode",
+ "_meta": {
+ "title": "CLIP Text Encode (Prompt)"
+ }
+ },
+ "7": {
+ "inputs": {
+ "text": "<%= it.negativePrompt || '' %>",
+ "clip": [
+ "38",
+ 0
+ ]
+ },
+ "class_type": "CLIPTextEncode",
+ "_meta": {
+ "title": "CLIP Text Encode (Prompt)"
+ }
+ },
+ "8": {
+ "inputs": {
+ "samples": [
+ "3",
+ 0
+ ],
+ "vae": [
+ "39",
+ 0
+ ]
+ },
+ "class_type": "VAEDecode",
+ "_meta": {
+ "title": "VAE Decode"
+ }
+ },
+ "21": {
+ "inputs": {
+ "width": <%= it.width || 848 %>,
+ "height": <%= it.height || 480 %>,
+ "length": <%= it.frames || 37 %>,
+ "batch_size": <%= it.batchSize || 1 %>
+ },
+ "class_type": "EmptyMochiLatentVideo",
+ "_meta": {
+ "title": "EmptyMochiLatentVideo"
+ }
+ },
+ "28": {
+ "inputs": {
+ "filename_prefix": "ComfyUI",
+ "fps": 24,
+ "lossless": false,
+ "quality": 80,
+ "method": "default",
+ "images": [
+ "8",
+ 0
+ ]
+ },
+ "class_type": "SaveAnimatedWEBP",
+ "_meta": {
+ "title": "SaveAnimatedWEBP"
+ }
+ },
+ "37": {
+ "inputs": {
+ "unet_name": "mochi_preview_bf16.safetensors",
+ "weight_dtype": "default"
+ },
+ "class_type": "UNETLoader",
+ "_meta": {
+ "title": "Load Diffusion Model"
+ }
+ },
+ "38": {
+ "inputs": {
+ "clip_name": "t5xxl_fp16.safetensors",
+ "type": "mochi",
+ "device": "default"
+ },
+ "class_type": "CLIPLoader",
+ "_meta": {
+ "title": "Load CLIP"
+ }
+ },
+ "39": {
+ "inputs": {
+ "vae_name": "mochi_vae.safetensors"
+ },
+ "class_type": "VAELoader",
+ "_meta": {
+ "title": "Load VAE"
+ }
+ },
+ "save_image_websocket_node": {
+ "inputs": {
+ "fps": 24,
+ "lossless": false,
+ "quality": 80,
+ "method": "default",
+ "images": [
+ "8",
+ 0
+ ]
+ },
+ "class_type": "SaveAnimatedWEBPWebsocket",
+ "_meta": {
+ "title": "SaveAnimatedWEBPWebsocket"
+ }
+ }
+}
\ No newline at end of file