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Review of the amazing

🦞 Clawdbot — Personal AI Assistant

Clawdbot is a personal AI assistant you run on your own devices. It answers you on the channels you already use (WhatsApp, Telegram, Slack, Discord, Google Chat, Signal, iMessage, Microsoft Teams, WebChat), plus extension channels like BlueBubbles, Matrix, Zalo, and Zalo Personal. It can speak and listen on macOS/iOS/Android, and can render a live Canvas you control. The Gateway is just the control plane — the product is the assistant.

If you want a personal, single-user assistant that feels local, fast, and always-on, this is it.

‍‍

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Review of OpenSource Music Maker AI system Heartbeat MULA 

‍

HeartMuLa: A Family of Open Sourced Music Foundation Models

HeartMuLa is a family of open sourced music foundation models including:

  1. HeartMuLa: a music language model that generates music conditioned on lyrics and tags with multilingual support including but not limited to English, Chinese, Japanese, Korean and Spanish.
  2. HeartCodec: a 12.5 hz music codec with high reconstruction fidelity;
  3. HeartTranscriptor: a whisper-based model specifically tuned for lyrics transcription; Check this page for its usage.
  4. HeartCLAP: an audio–text alignment model that establishes a unified embedding space for music descriptions and cross-modal retrieval.

Github: https://github.com/HeartMuLa/heartlib?

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Review of Voice Cloning System that runs locally on your own computer.

Qwen3-TTS‍

‍Qwen3-TTS is officially live. We’ve open-sourced the full family—VoiceDesign, CustomVoice, and Base—bringing high quality to the open community.- 5 models (0.6B & 1.8B)

- Free-form voice design & cloning

- Support for 10 languages

- SOTA 12Hz tokenizer for high compression

- Full fine-tuning support

- SOTA performance

We believe this is arguably the most disruptive release in open-source TTS yet. Go ahead, break it and build something cool. 🚀

Everything is out now—weights, code, and paper. Enjoy. 🧵

https://youtu.be/Bg_PRsqttxg

Links to Original Tweet:

https://x.com/Alibaba_Qwen/status/2014326211913343303

Github Repo: https://github.com/QwenLM/Qwen3-TTS

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AI VPS Web Starter

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The AI VPS Web Starter package is designed for developers and small businesses looking to experiment with AI-powered web applications. By leveraging your Ubuntu/Debian Private AI Server VPS, this package adds a streamlined web hosting layer, allowing for easy deployment and management of web projects alongside AI applications.

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