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Source channel @githubtrending · Post #15558 · Mar 12

#python#agentic_ai#agents#memory Hindsight is a top agent memory system that helps AI agents learn over time by storing facts, experiences, and mental models like human memory, beating rivals on LongMemEval benchmarks with 91.4% accuracy. Add it easily with 2 lines of code via Python or Node.js clients, using simple retain, recall, and reflect operations for Docker or embedded setups. You benefit by building smarter, consistent agents that reduce errors, cut hallucinations, handle long-term tasks, and personalize chats—saving time and boosting performance in production. https://github.com/vectorize-io/hindsight

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@TossLabChannel · Post #863 · 10/29/2025, 04:08 PM

#xiaomusic#小爱音箱#开源音乐 让小爱音箱自由播放音乐—XiaoMusic 小爱音乐助手 这是一款 Star 数已突破 5.9k⭐️的热门开源项目,由开发者 hanxi 打造,旨在让小爱音箱突破生态限制,自由播放你自己的音乐文件或网络资源。 支持多型号设备,可在 NAS 或 Docker 中一键部署,使用 yt-dlp 下载网络音乐,配合语音命令完成播放、切歌、暂停等操作。 适合希望定制家庭音乐系统、打通小爱生态的玩家。 🔘@TossLab🔘@TossLabChannel

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@githubtrending · Post #15257 · 11/01/2025, 01:00 PM

#python#docker#docker_compose#music#pdm#python#vue#xiaoai#xiaoai_speaker#xiaomi#xiaomusic XiaoMusic lets you play any music on your XiaoAI speaker using simple voice commands. You can install it easily with Docker or pip, then connect it to your Xiaomi account through a web interface. It downloads songs automatically and supports many formats. This means you can enjoy unlimited music, create playlists, and control playback hands-free, making your speaker much more powerful and flexible. https://github.com/hanxi/xiaomusic