TTS (Text-to-Speech)

122 repos
Local UI to run and train LLMs and diffusion models. Supports GGUF, MLX, Qwen3.8, DeepSeek-V4, MiniMax-H3, Gemma 4, FLUX and more.
★ 78,211Pythonupdated 2026-04-20agentaichatgptdeepseekfine-tuning
VoiceStudio is the open-source, fully-local ElevenLabs alternative — voice cloning, voice design, video dubbing, dictation, transcription & audiobook creation in 646 languages.
★ 78,137Pythonupdated 2026-09-03aiaudiobookcudadubbingelevenlabs-alternative
World's first open-source, agentic video production system. 12 production pipelines, 100+ tools, 700+ agent skill and production-knowledge files. Turn your AI coding assistant into a full video production studio.
★ 69,327Pythonupdated 2026-04-24agentagentic-aiaiclaudecopilot
1 min voice data can also be used to train a good TTS model! (few shot voice cloning)
★ 63,069Pythonupdated 2026-04-19text-to-speechttsvitsvoice-clonevoice-cloneai
Clone a voice in 5 seconds to generate arbitrary speech in real-time
★ 60,194Pythonupdated 2026-03-09deep-learningpythonpytorchtensorflowtts
The open-source AI voice studio. Clone, dictate, create.
★ 57,903Pythonupdated 2026-04-20aicudamlxqwen3-ttsqwen3-tts-ui
LocalAI is the open-source AI engine. Run any model - LLMs, vision, voice, image, video - on any hardware. No GPU required.
★ 49,614Goupdated 2026-04-20agentsaiapiaudio-generationdecentralized
🐸💬 - a deep learning toolkit for Text-to-Speech, battle-tested in research and production
★ 46,128Pythonupdated 2024-08-16deep-learningglow-ttshifiganmelganmulti-speaker-tts
A generative speech model for daily dialogue.
★ 39,915Pythonupdated 2026-04-10agentchatchatgptchatttschinese
Instant voice cloning by MIT and MyShell. Audio foundation model.
★ 37,918Pythonupdated 2025-04-19text-to-speechttsvoice-clonezero-shot-tts
SOTA Open Source TTS
★ 33,246Pythonupdated 2026-04-06llamatransformerttsvallevits
Mastra is the modern TypeScript framework for AI-powered applications and agents.
★ 28,877TypeScriptupdated 2026-04-20agentsaichatbotsevalsjavascript
SoTA open-source TTS
★ 27,041Pythonupdated 2026-03-26
A TTS model capable of generating ultra-realistic dialogue in one pass.
★ 19,406Pythonupdated 2025-11-19aiopen-weighttext-to-speech
A scalable generative AI framework built for researchers and developers working on Large Language Models, Multimodal, and Speech AI (Automatic Speech Recognition and Text-to-Speech)
★ 18,597Pythonupdated 2026-06-27asrdeeplearninggenerative-aimachine-translationneural-networks
🧠 Leon is your open-source personal assistant.
★ 17,586TypeScriptupdated 2026-04-19aiai-agentai-assistantartificial-intelligenceassistant
Official code for "F5-TTS: A Fairytaler that Fakes Fluent and Faithful Speech with Flow Matching"
★ 15,415Pythonupdated 2026-04-20
Speech-to-text, text-to-speech, speaker diarization, speech enhancement, source separation, and VAD using next-gen Kaldi with onnxruntime without Internet connection. Support embedded systems, Android, iOS, HarmonyOS, Raspberry Pi, RISC-V, RK NPU, Axera NPU, Ascend NPU, x86_64 servers, websocket server/client, support 12 programming languages
★ 15,345C++updated 2026-04-20aarch64androidarm32asrcpp
A multi-voice TTS system trained with an emphasis on quality
★ 14,888Jupyter Notebookupdated 2024-11-19
High-Quality Voice Cloning TTS for 600+ Languages
★ 14,717Pythonupdated 2026-04-20
Qwen3-TTS is an open-source series of TTS models developed by the Qwen team at Alibaba Cloud, supporting stable, expressive, and streaming speech generation, free-form voice design, and vivid voice cloning.
★ 13,842Pythonupdated 2026-03-17
Lightning-Fast, On-Device, Multilingual TTS — running natively via ONNX.
★ 13,769Swiftupdated 2026-09-09cppcsharpfluttergoios
Gradio WebUI for creators and developers, featuring key TTS (Edge-TTS, kokoro) and zero-shot Voice Cloning (E2 & F5-TTS, CosyVoice), with Whisper audio processing, YouTube download, Demucs vocal isolation, and multilingual translation.
★ 13,105Pythonupdated 2025-12-05audiobookfaster-whispergradiokaraokepodcasts
Easy-to-use Speech Toolkit including Self-Supervised Learning model, SOTA/Streaming ASR with punctuation, Streaming TTS with text frontend, Speaker Verification System, End-to-End Speech Translation and Keyword Spotting. Won NAACL2022 Best Demo Award.
★ 12,694Pythonupdated 2026-04-15asrcode-switchconformerkwspunctuation-restoration
Use Microsoft Edge's online text-to-speech service from Python WITHOUT needing Microsoft Edge
★ 12,312Pythonupdated 2026-03-22speech-synthesistext-to-speechtts
YuE2: frontier music generation with symbolic planning, zero-shot covers, and agentic music editing.
★ 12,111Pythonupdated 2025-06-04aiaudio-generationdeep-learningfoundation-modelsgpt
A fast, local neural text to speech system
★ 11,303C++updated 2025-08-26speech-synthesistext-to-speechtts
Very low latency speech to text, intent recognition, and text to speech, for building voice agents and interfaces
★ 11,252C++updated 2026-04-20intent-recognitionsttttsvoicevoice-recognition
AI Agent Engineering Platform built on an Open Source TypeScript AI Agent Framework
★ 10,827TypeScriptupdated 2026-04-15agentsaiai-agentsai-agents-frameworkaiagentframework
Zero-Shot Speech Editing and Text-to-Speech in the Wild
★ 8,576Jupyter Notebookupdated 2025-03-15
EmotiVoice 😊: a Multi-Voice and Prompt-Controlled TTS Engine
★ 8,541Pythonupdated 2024-08-13aideep-learningemotionemotivoicemulti-speaker
Open Vision Agents by Stream. Build voice and vision agents quickly with any model or video provider. Uses Stream's edge network for ultra-low latency.
★ 8,170Pythonupdated 2026-04-17agentic-aiagentsaiai-agentsrealtime
ODS V3 Pre-Release: Public testing and refinement ahead of the official V3 launch. Turn your PC, Mac, or Linux box into a private AI server.
★ 7,601Pythonupdated 2026-08-30ai-agentsamdcomfyuidockerllama-cpp
This repository contains a hand-curated resources for Prompt Engineering with a focus on Generative Pre-trained Transformer (GPT), ChatGPT, PaLM etc
★ 6,376TypeScriptupdated 2026-04-20chatgptchatgpt-apideep-learningfew-shot-learninggpt
StyleTTS 2: Towards Human-Level Text-to-Speech through Style Diffusion and Adversarial Training with Large Speech Language Models
★ 6,365Pythonupdated 2024-08-10adversarial-trainingdeep-learningdiffusion-modelsganlatent-diffusion
Towards Human-Sounding Speech
★ 6,358Pythonupdated 2025-12-05llmrealtimetts
Silero Models: pre-trained text-to-speech models made embarrassingly simple
★ 6,137Jupyter Notebookupdated 2026-04-16armenianazerbaijanibelaruscolabgeorgian
250+ Fine-tuning & RL Notebooks for text, vision, audio, embedding, TTS models.
★ 5,744Jupyter Notebookupdated 2026-04-18unsloth
Dockerized OpenAI-compatible wrapper for Kokoro-82M text-to-speech w/multiplatform CPU, AMD, NVIDIA GPU PyTorch; multi-speaker, clone-tuning, caption timestamps, SSML, optional readalong web UI
★ 5,554Pythonupdated 2026-01-04fastapikokorokokoro-82mkokoro-ttsmulti-speaker-tts
An Open Source text-to-speech system built by inverting Whisper.
★ 4,656Jupyter Notebookupdated 2025-12-14pytorchspeech-synthesistts
A nearly-live implementation of OpenAI's Whisper.
★ 4,324Pythonupdated 2026-04-16dictationobsopenaiopenvinoopenvino-intel
A single Gradio + React WebUI with extensions for ACE-Step, OmniVoice, Kimi Audio, Piper TTS, GPT-SoVITS, CosyVoice, XTTSv2, DIA, Kokoro, OpenVoice, ParlerTTS, Stable Audio, MMS, StyleTTS2, MAGNet, AudioGen, MusicGen, Tortoise, RVC, Vocos, Demucs, SeamlessM4T, and Bark!
★ 3,294TypeScriptupdated 2026-04-19ace-stepaiaudio-generationcosyvoicegenerative-ai
TTS with kokoro and onnx runtime
★ 2,792Pythonupdated 2026-01-30kokoroonnxruntimepythontts
AllTalk is based on the Coqui TTS engine, similar to the Coqui_tts extension for Text generation webUI, however supports a variety of advanced features, such as a settings page, low VRAM support, DeepSpeed, narrator, model finetuning, custom models, wav file maintenance. It can also be used with 3rd Party software via JSON calls.
★ 2,445HTMLupdated 2026-01-09
A high-performance inference engine for AI models
★ 2,388Rustupdated 2026-04-20aihigh-performanceinferencellmmetal
🔊 A comprehensive list of open-source datasets for voice and sound computing (95+ datasets).
★ 2,242updated 2024-06-06audio-datasetaudio-datasetsdatadatasetdatasets
Speech Note Linux app. Note taking, reading and translating with offline Speech to Text, Text to Speech and Machine translation.
★ 1,694C++updated 2026-04-15asrflatpak-applicationslinux-desktopmachine-translationnmt
Topic → 4K narrated video for coding agents. v5.3.0: local TTS (edge free + azure, no external engine), manifest-based Asset Engine, Remotion composition, cost-gated AI generation, Bilibili/YouTube/Xiaohongshu/Douyin/WeChat Channels
★ 1,685Pythonupdated 2026-04-27agent-skillai-videobilibiliclaude-codeidea-to-video
Amica is an open source interface for interactive communication with 3D characters with voice synthesis and speech recognition.
★ 1,614TypeScriptupdated 2025-07-23aiassistant-chat-botscomputer-visionllmspeech-recognition
Official MiniMax Model Context Protocol (MCP) server that enables interaction with powerful Text to Speech, image generation and video generation APIs.
★ 1,589Pythonupdated 2026-04-15image-generationimage-to-videomcpmcp-servermcp-tools
A comprehensive ComfyUI integration for Microsoft's VibeVoice text-to-speech model, enabling high-quality single and multi-speaker voice synthesis directly within your ComfyUI workflows.
★ 1,569Pythonupdated 2026-02-18ai-audioai-ttsai-voiceai-voice-cloneai-voice-clonining
Self-host the powerful Chatterbox TTS model. This server offers a user-friendly Web UI, flexible API endpoints (incl. OpenAI compatible), predefined voices, voice cloning, and large audiobook-scale text processing. Runs accelerated on NVIDIA (CUDA), AMD (ROCm), and CPU.
★ 1,476Pythonupdated 2026-04-02aiapi-serveraudio-generationchatterboxchatterbox-tts
Run local LLMs like llama, deepseek-distill, kokoro and more inside your browser
★ 1,450TypeScriptupdated 2026-04-22agentsaillamallmllm-inference
A Python/Pytorch app for easily synthesising human voices
★ 1,437Pythonupdated 2024-12-02deep-learningpythonpytorchtacotron2text-to-speech
Natural voice conversations with Claude Code
★ 1,402Pythonupdated 2026-04-19anthropicasrclaudeclaudecodekokoro
Offline inference engine for art, real-time voice conversations, LLM powered chatbots and automated workflows
★ 1,318Pythonupdated 2026-02-10aiai-artartasset-generatorchatbot
A ComfyUI custom node integration for local multi-engine multi-language Text-to-Speech and Voice Conversion. Supports: RVC, Echo-TTS, Qwen3-TTS, Cozy Voice 3, Step Audio EditX, IndexTTS-2, Chatterbox (classic and multilingual), F5-TTS, Higgs Audio 2, 3, and VibeVoice with unlimited text length, SRT timing, Character support, and many audio tools
★ 1,236Pythonupdated 2026-04-17ai-audioaudioaudio-editingaudio-generationaudio-processing
A modular voice assistant application for experimenting with state-of-the-art transcription, response generation, and text-to-speech models. Supports OpenAI, Groq, Elevanlabs, CartesiaAI, and Deepgram APIs, plus local models via Ollama. Ideal for research and development in voice technology.
★ 1,124Pythonupdated 2025-11-22
A powerful 3B-parameter, LLM-based Reinforcement Learning audio edit model excels at editing emotion, speaking style, and paralinguistics, and features robust zero-shot text-to-speech
★ 986Pythonupdated 2026-04-09audio-editingcross-lingualemotion-controlparalinguisticsreinforcement-learning
The hub for audio AI research: papers, open models, benchmarks & datasets across audio LLMs, speech recognition, TTS, music & audio generation.
★ 961Pythonupdated 2026-05-29audio-aiaudio-generationaudio-llmmusic-generationpaper-list
Transform PDFs into AI podcasts for engaging on-the-go audio content.
★ 882Pythonupdated 2026-10-14nimpdf-to-podcasttts
Inworld TTS
★ 763Pythonupdated 2026-04-14
High-performance Text-to-Speech server with OpenAI-compatible API, 8 voices, emotion tags, and modern web UI. Optimized for RTX GPUs.
★ 721Pythonupdated 2025-07-05ai-text-to-speechai-voiceartificial-intelligence
Offline Speech Recognition with OpenAI Whisper and TensorFlow Lite for Android
★ 694C++updated 2026-03-18androidasrautomatic-speech-recognitionembeddedmobile
Turn PDFs and EPUBs into audiobooks; subtitles or videos into dubbed videos (including translation), and more. For free. Pandrator uses local models, including voice-cloning (instant, RVC-enhanced, XTTS fine-tuning) and LLM processing. It aspires to be a user-friendly app with a GUI, an installer and all-in-one packages.
★ 636Pythonupdated 2025-04-21audiobookaudiobook-creatoraudiobook-makerchatterboxdubbing
Modified version of Chatterbox that accepts text files as input and no character restrictions. I use it to make audiobooks, especially for my kids.
★ 582Pythonupdated 2025-08-23audiobookaudiobookschatterboxchatterbox-ttschatterbox-ui
AI-powered CMS core for personal blogs and creator websites, with AI summaries, translation, moderation, and writing workflows.
★ 565TypeScriptupdated 2026-04-20aiai-cmsai-summaryai-translationblog-cms
🔥🔥🔥 A curated list of papers on LLMs-based multimodal generation (image, video, 3D and audio).
★ 551HTMLupdated 2025-04-04aigclarge-language-modelslarge-vision-language-modelsllmlvlm
Run Orpheus 3B Locally With LM Studio
★ 551Pythonupdated 2025-03-20aipythontext-to-speechtts
AI-powered podcast & video generator.
★ 476TypeScriptupdated 2026-04-20ai-agentsai-videoclilip-syncpodcast
🎙️ Speak with AI - Run locally using Ollama, OpenAI, Anthropic or xAI - Speech uses SparkTTS, OpenAI, ElevenLabs, Kokoro, xAI and more
★ 466Pythonupdated 2026-04-14ai-speechai-voiceai-voice-agentanthropic-claudeconversational-ai
VLLM Port of the Chatterbox TTS model
★ 386Pythonupdated 2025-10-18
VoxNovel: generate audiobooks giving each character a different voice actor.
★ 377Pythonupdated 2025-06-08audiobook-creatoraudiobooksbooknlpepubgenerative-ai
A local implementation of the Kokoro Text-to-Speech model, featuring dynamic module loading, automatic dependency management, and a web interface.
★ 358Pythonupdated 2026-03-07
Fast Streaming TTS with Orpheus + WebRTC (with FastRTC)
★ 350Pythonupdated 2025-04-10
EaseVoice Trainer is a simple and user-friendly voice cloning and speech model trainer.
★ 348Pythonupdated 2025-04-23speech-trainingtext-to-speechttsvoice-cloning
AI video generation SDK — JSX for videos. One API for Kling, Flux, ElevenLabs, Veed. Built on Vercel AI SDK.
★ 342TypeScriptupdated 2026-04-27ai-sdkai-videoclaude-codecursorelevenlabs
Your faithful, impartial partner for audio evaluation — know yourself, know your rivals. 真实评测,知己知彼。A unified benchmark framework for ASR/TTS/Audio Codec/audio LLM evaluation
★ 326Pythonupdated 2026-04-08asraudio-codecbenchmarkevaluationllm-evaluation
The Naomi Project is an open source, technology agnostic platform for developing always-on, voice-controlled applications!
★ 304Pythonupdated 2025-07-09assistanthacktoberfesthome-automationiotjarvis
🎬 Auto-subtitle videos with AI transcription, translation, voice cloning, professional rendering, background image and music generator
★ 241JavaScriptupdated 2026-03-13
Local transcription, agentic coding worktree management, RAG and memory proxies, TTS and STT servers with smart memory management, MacOS App (OSS Wisprflow), and more!
★ 235Pythonupdated 2026-04-14
Blueprint by Mozilla.ai for generating podcasts from documents using local AI
★ 184Pythonupdated 2026-04-13local-aipodcasttext-to-speechtext-to-text
Input text from speech in any Linux window, the lean, fast and accurate way, using whisper.cpp OFFLINE. Speak with local LLMs via llama.cpp.
★ 179Shellupdated 2025-07-25accessibilityaiasrbloat-freechatbot
On-device speech SDK for Android — ASR, TTS, VAD, and noise cancellation powered by ONNX Runtime with Qualcomm NNAPI acceleration
★ 170Kotlinupdated 2026-09-15androidasrautomotiveedge-aikotlin
Like ChatGPT's voice conversations with an AI, but entirely offline/private/trade-secret-friendly, using local AI models such as LLama 2 and Whisper
★ 164Pythonupdated 2024-08-20ai-assistantai-assistantsandroiddesktopkoboldai
Automatically generate engaging AI podcasts from nothing but an episode title.
★ 153Pythonupdated 2025-07-28anthropicelevenlabsgeminilangchainllm
Use Home Assistant Assist on the desktop. Compatible with Windows, MacOS, and Linux
★ 136Svelteupdated 2026-01-15assistcross-platformdesktophome-assistanthome-assistant-assist
A simple to use python library for creating podcasts with support for many LLM and TTS providers
★ 130Pythonupdated 2026-03-03
Fine-tuning toolkit for Chatterbox TTS & Chatterbox TURBO models. Supports 23 languages with smart vocabulary extension. Features offline preprocessing, automatic VAD trimming, and voice cloning capabilities. Train custom TTS models with your own dataset in LJSpeech and file-based format.
★ 118Pythonupdated 2026-06-01audio-processingchatterboxchatterbox-multilingualchatterbox-ttschatterbox-tts-turbo
The official implementation of "A Language Modeling Approach to Diacritic-Free Hebrew TTS"
★ 112Pythonupdated 2025-06-12aihebrewslmstts
ComfyUI Chatterbox TTS & Voice Conversion Node
★ 102Pythonupdated 2025-08-21
A curated list of voice AI agent frameworks, tools, resources, and best practices
★ 60updated 2026-04-06agentsrealtime-chatsttttsvad
AI-Powered Podcast Generator: A Python-based tool that converts text scripts into realistic audio podcasts using Google's Generative AI API. This project leverages advanced text-to-speech technology to create dynamic, multi-speaker conversations with customizable voices.
★ 57Pythonupdated 2024-12-16gemini-2-0-flash-expgenerative-language-apigoogle-aigoogleapis
The first Hebrew-native writing skill for Claude Code. Passes all AI detectors. Fools native Israelis. 7-layer system with 55+ pattern detection, Israeli voice injection, and voice cloning.
★ 54updated 2026-05-04
Installation script for an AI applications using ROCm on Linux.
★ 52Shellupdated 2026-04-183daiamdamdgpuaudio
OpenAI-compatible TTS API that unifies multiple backends with smart chunking for unlimited-length generation
★ 50Pythonupdated 2025-12-08
Mission to create a Hebrew TTS model as powerful and user-friendly as WaveNet
★ 42Pythonupdated 2025-01-05hebrewisraelpytorchtts
AgenticSeek is a fully local, voice-enabled AI assistant designed to autonomously browse the web, write code, and plan tasks while ensuring complete privacy by keeping all data on your device. Tailored for local reasoning models, it runs entirely on your hardware, eliminating any cloud dependency.
★ 39Pythonupdated 2025-08-27ai-agentsai-assistantautonomous-web-browsingchromedrivercoding-assistance
Speech-to-text, text-to-speech with ElevenLabs
★ 36Pythonupdated 2023-12-21elevenlabspyside6pytorchspeech-to-texttext-to-speeh
Langchain Voice Agent with Inworld TTS
★ 35TypeScriptupdated 2026-04-16
Text-to-speech plugin for Claude Code — multi-provider support (ElevenLabs, OpenAI, Google, Amazon Polly, Azure, Kitten, local system TTS) on macOS, Linux, and Windows
★ 30Shellupdated 2026-04-15accessibilityaudioclaude-codeclaude-code-pluginelevenlabs
Generate audio datasets for training Text-To-Speech models, through smart audio splitting with silence detection, and transcription using Whisper.
★ 30Pythonupdated 2023-05-27
Claude Code Changelog Tracker with AI analysis, TTS, and email notifications
★ 26TypeScriptupdated 2026-01-09
Aivis Voice Model File (.aivm/.aivmx) Utility Library
★ 26Pythonupdated 2025-10-17aivis-projectaivmonnxpythonsafetensors
A Deepgram client for Dart and Flutter, supporting all Speech-to-Text and Text-to-Speech features on every platform.
★ 20Dartupdated 2025-09-12dartdeepgram-apiflutteropen-sourcesdk
Hebrew TTS with ChatterBox and Phonikud
★ 15Pythonupdated 2025-09-10g2phebrewtts
🔊 Intelligent voice notifications for Claude Code using ElevenLabs TTS
★ 13Shellupdated 2025-08-12
Chrome extension that allows dictating anywhere using OpenAI Whisper
★ 13JavaScriptupdated 2023-09-29chrome-extensiondictationopenaiopenai-apitext-to-speech
Voice-cloned smart attention TTS notifications for Claude Code. AI summarizes deep work session responses, speaks in your cloned voice. MLX Chatterbox Turbo on Apple Silicon. Zero config, works out of the box.
★ 11Pythonupdated 2026-01-15apple-siliconchatterboxclaude-codeclaude-code-pluginmlx
OpenClaw TTS Provider for Xiaomi MiMo (mimo-v2-tts)
★ 9Shellupdated 2026-03-22mimomimo-v2-ttsopenclaw-skillsttsxiaomi
Xiaomi Mimo TTS Custom Component for Home Assistant
★ 8Pythonupdated 2026-03-21
A command line utility to easily finetune XTTS models in a fully automated way. Developed for Pandrator.
★ 8Pythonupdated 2025-03-19fine-tuningpandratorttstts-enginextts
The ultimate PyQt6 application that integrates the power of OpenAI, Google Gemini, Claude, and other open-source AI models
★ 7Pythonupdated 2025-12-07agentchatgptclaudedalleevaluator-optimizer-workflow
[NVIDIA, MAC, ROCM] Emotionally Expressive and Duration-Controlled Auto-Regressive Zero-Shot Text-to-Speech application (Minimum Requirements 8GB VRAM / 32 GB RAM, Recommended Requirements 16GB VRAM 24GB RAM)
★ 6JavaScriptupdated 2025-12-22pinokiotts
Serverless implementation of Text-To-Speech
★ 6Pythonupdated 2025-02-21
Speech-to-Text/Code using a fast local LLM, for Linux, uses Whisper
★ 4Pythonupdated 2025-11-15linuxttswhisperwhisper-ai
Easy one shot installer for configuring Chatterbox's TTS models (Original and Turbo)
★ 3Pythonupdated 2025-12-17
The official Speechify Python library — convenient access to the Speechify Text-to-Speech and Voice APIs from Python.
★ 3Pythonupdated 2026-08-15api-clientpythonsdkspeechifytext-to-speech
🚨 Israeli Home Front Command real-time alerts via OpenClaw - WhatsApp + TTS, no Home Assistant needed
★ 1Pythonupdated 2026-03-02
XTTS fine-tuning via CLI
★ 1Pythonupdated 2025-10-16aiai-trainingaudioaudio-processingcoqui
A Model Context Protocol (MCP) server that provides ASR(Automatic Speech Recognition) capabilities using the whisper engine. This server exposes TTS functionality through MCP tools, making it easy to integrate speech synthesis into your applications.
★ 1Pythonupdated 2025-03-31
Whisper + TTS + As many MCP servers as I can stuff in
★ 1Pythonupdated 2025-05-01