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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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Kun.uz AI

@kunuzai · Post #88 · 02/07/2025, 02:15 PM

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⚡️ ChatGPT’ning kuchli raqibi — Le Chat yangilandi! Mistral sun’iy intellekti asosida ishlovchi Le Chat endi yanada kuchliroq bo‘ldi va quyidagi imkoniyatlarga ega: 🎨Rasm yaratish – eng yuqori darajadagi Flux Ultra modeli qo‘shildi 🖌Le Canevas – xuddi ChatGPT’dagi Canvas kabi vizual ish maydoni 🔎Qidiruv – o’zbek ham tilida ishlaydi 📄PDF o‘qish – hujjatlarni tezkor tahlil qilish va qisqacha mazmun chiqarish 💻Kod yozish va testlash – dasturlarni yaratish va murakkab masalalarni yechish ⚡Tezkor yozish – sekundiga 1000 ta so‘z ishlab chiqadi 💰Eng muhimi – bularning barchasi BEPUL! DeepSeek lag bo‘layotgan paytda Le Chat sinab ko‘rishga arziydi! 🚀 #AI#Mistral#LeChat

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Machinelearning

@ai_machinelearning_big_data · Post #8427 · 09/02/2025, 04:20 PM

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🚀 Mistral представили обновления для Le Chat: - Более 20 коннекторов на базе MCP — от Databricks и Snowflake до GitHub и Asana. - Новая функция Memories — ассистент запоминает важные взаимодействия, а пользователь может полностью управлять памятью (добавлять, редактировать, удалять). Обновления делают Le Chat одним из самых удобных и готовых к бизнес-задачам AI-ассистентов. Попробовать можно на сайте chat.mistral.ai или в мобильном приложении. 🟠 Подробности: https://mistral.ai/news/le-chat-mcp-connectors-memories. @ai_machinelearning_big_data #MistralAI#LeChat#AIassistant#MCP

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