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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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@cheap_proxy · Post #11134 · 12/02/2024, 07:11 AM

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@panguliaowang · Post #17591 · 04/10/2020, 06:31 AM

#朱万利 20200404 #SV#龚小夏 龚晓夏SV案 法庭质证证词 2-1 内涉一些往事档案 同内容MP3 https://t.me/fenghuangniepan/2920 https://www.youtube.com/watch?v=QMk_3odpba0

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@panguliaowang · Post #17592 · 04/10/2020, 06:32 AM

#朱万利 20200404 #SV#龚小夏 龚晓夏SV案 法庭质证证词 2-2 内涉一些往事档案 ,包括 #政事小哥 同内容MP3 https://t.me/fenghuangniepan/2921 https://www.youtube.com/watch?v=S5m1LqxXTpw

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