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Source channel @githubtrending · Post #14925 · Jul 7

#typescript#12_factor#12_factor_agents#agents#ai#context_window#framework#llms#memory#orchestration#prompt_engineering#rag The 12-Factor Agents are a set of proven principles to build reliable, scalable, and maintainable AI applications powered by large language models (LLMs). They help you combine the creativity of AI with the stability of traditional software by managing prompts, context, tool calls, error handling, and human collaboration effectively. Instead of relying solely on complex frameworks, you can apply these modular concepts to improve your existing products quickly and reach high-quality AI performance for real users. This approach makes AI software easier to develop, debug, and scale, ensuring it works well in production environments[1][3][5]. https://github.com/humanlayer/12-factor-agents

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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

Ultimora.net - POLITICS

@UltimoraPOlitics · Post #39184 · 05/10/2022, 04:45 PM

#Sondaggi#Moldavia Sondaggio di IDIS-CBS Research-IPRI: #PAS|EPP: 40% (+4) #PSRM|Sinistra russofila: 31% #PȘ|ECR: 11% (-2) #PCRM|LEFT: 7% #MAN|Sinistra: 3% (+1) #DA|EPP: 2% #PN|Grande tenda euroscettica russofila: 2% (-1) #PDM|S&D: 1,5% (+0,5) #AUR|Destra romena: 1% #PS|Anti-corruzione: 1% #PL|RE: 0,3% #PUN|Centro-destra unionista: 0,1% Data rilevazione: 27 aprile-6 maggio +/-: 25 gennaio-5 febbraio Intervistati: 1055 @UltimoraPolitics