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Source channel @githubtrending · Post #15433 · Jan 23

#python#deepseek#demo#easy#embedding#flask#gpt#huggingface_transformers#llm#mcp#multimodal#openai#qwen#rag#sentence_transformers#ui#vllm#vlm UltraRAG is a lightweight framework that makes building retrieval-augmented generation (RAG) systems simple and fast. It uses a low-code approach where you write just dozens of lines of YAML configuration instead of complex code to create sophisticated AI workflows with conditional logic and loops. The framework includes a visual development environment where you can drag-and-drop to build pipelines, adjust parameters in real-time, and instantly convert your logic into interactive chat applications. This means you can deploy powerful AI systems that ground answers in your own data—reducing hallucinations and improving accuracy—without needing extensive coding expertise or lengthy development cycles. https://github.com/OpenBMB/UltraRAG

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Kun.uz AI

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

⚡️ 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

Machinelearning

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

🚀 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