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Source channel @githubtrending · Post #14896 · Jul 2

#python#ai#authentication#authorization#claude#cursor#fastapi#llm#mcp#mcp_server#mcp_servers#modelcontextprotocol#openapi#windsurf FastAPI-MCP is a tool that lets you easily turn your FastAPI web API endpoints into Model Context Protocol (MCP) tools, which AI agents can use directly. It requires almost no setup—just connect it to your FastAPI app, and it automatically preserves your request/response data models and documentation. It also includes built-in authentication using your existing FastAPI security methods. You can run the MCP server inside your app or separately, and it communicates efficiently using FastAPI’s ASGI interface. This makes it simple to integrate AI capabilities with your existing FastAPI services without rewriting code, saving you time and effort while keeping your API secure and well-documented[1][5]. https://github.com/tadata-org/fastapi_mcp

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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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