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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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Hong Kong Democracy Movement

@hkdmovement · Post #7916 · 12/04/2024, 05:56 AM

立陶宛週五宣布驅逐三名中國大使館人員,限一周內離境,並向北京發送外交照會。自2021年立陶宛允許台灣設立代表處以來,兩國關係已惡化,最近因中國船隻涉嫌破壞波羅的海兩條海底光纜而進一步緊張。 立陶宛外交部表示,驅逐原因為「違反《維也納外交關係公約》及國際法」。立陶宛將與瑞典和芬蘭成立聯合調查小組,調查光纜被切斷事件。中共中國始終尋求干涉他國事務,甚至摧毀其他國家。 #立陶宛#波羅的海#海底電纜#russia#evilCCP#NeverTrustCCP#TakeDownCCP On Friday, Lithuania announced the expulsion of three Chinese embassy staff, ordering them to leave within a week and sending a diplomatic note to Beijing. Tensions have worsened since Lithuania allowed Taiwan to establish a representative office in 2021, and recently over allegations of Chinese ships sabotaging two undersea cables in the Baltic Sea. The Lithuanian Foreign Ministry cited "violations of the Vienna Convention and international law" as the reason for the expulsion. Lithuania will also form a joint investigation team with Sweden and Finland to probe the cable damage. Communist China is always seeking opportunities to interfere in other countries, even destroying them. #Lithuania#BalticSea#UnderseaCables#Russia#EvilCCP#NeverTrustCCP#TakeDownCCP