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Source channel @githubtrending · Post #14993 · Jul 24

#jupyter_notebook Retrieval Augmented Generation (RAG) helps large language models (LLMs) answer questions using up-to-date or private information by connecting them to external data sources, unlike fine-tuning which retrains the model on specific data. RAG is useful when you need current, dynamic information without costly retraining, making it ideal for tasks like customer support or knowledge management. Fine-tuning is better for deep expertise in a specialized field but requires more data and effort. Using RAG lets you get accurate, relevant answers quickly by combining the model’s language skills with fresh, specific data, improving usefulness and reliability. https://github.com/langchain-ai/rag-from-scratch

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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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