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Source channel @githubtrending · Post #14925 · Jul 7

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#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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Мирослава Карпович

@m1r0slavakarpovich · Post #1551 · 07/29/2024, 10:31 AM

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I’m back!❤️‍🔥 Luxury undressed by @velassarumaldives🧜🏻‍♀️🫶🏻 The local beach,lagoon,coral reefs and marine flora and fauna have an extraordinary beauty that cannot be expressed in words.This is one of the most amazing places you would like to visit in your life.It is the epitome of beauty with white sand and clear water.This is Mother Nature’s best masterpiece,every day she mixes all the colors of the sky and the ocean,and you can’t figure out whether the sky is eating the ocean or the ocean is eating the sky.Watching,enjoying,filling up.. #velassarumaldives#nextstop#resort#luxury#maldives#maldivesislands#vacation#vacances#sun#summer #2024 #photooftheday#moodoftheday#beachlife#sunvibes#positivevibes#purelove#heavenonearth#mira#actress#mothernature#planetearth#velassaru#magic#miracle#haveaniceday#доброеутро#отпуск#всемотличногонастроения#лето

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#velassarumaldives#nextstop#resort#luxury#maldives#maldivesislands#vacation#vacances#sun#summer#photooftheday#moodoftheday#beachlife#sunvibes#positivevibes#purelove#heavenonearth#mira#actress#mothernature#planetearth#velassaru#magic#miracle#haveaniceday#доброеутро#отпуск#всемотличногонастроения#лето