Model Context Protocol (MCP) 这个协议简单说就是给大语言模型接入外部数据和工具提供了一套标准化方案。MCP 统一了模型和各种数据源、工具服务之间的交互方式。 FastMCP 是目前用 Python 构建 MCP 服务器最顺手的框架,把底层那些复杂的协议实现全都封装好了,开发者 ...
A monthly overview of things you need to know as an architect or aspiring architect. Unlock the full InfoQ experience by logging in! Stay updated with your favorite authors and topics, engage with ...
Microsoft released Azure Cosmos DB Python SDK version 4.14.0, a stable update designed to support advanced AI workloads and enhance performance for data-driven applications. The release includes new ...
LLM擅长文本生成应用程序,如聊天和代码完成模型,能够高度理解和流畅。但是它们的大尺寸也给推理带来了挑战。有很多个框架和包可以优化LLM推理和服务,所以在本文中我将整理一些常用的推理引擎并进行比较。 TensorRT-LLM TensorRT-LLM是NV发布的一个推理引擎。
New tools for filtering malicious prompts, detecting ungrounded outputs, and evaluating the safety of models will make generative AI safer to use. Both extremely promising and extremely risky, ...