最新文章

Mastra is a comprehensive AI application and agent development framework designed for modern TypeScript stacks. It provides unified access to 40+ model providers, core features including agents, workflows, and human-AI collaboration, with built-in evaluation and observability tools, enabling seamless transition from prototyping to production deployment. (Mastra是一个专为现代TypeScript技术栈设计的AI应用与智能体构建框架。它通过统一接口连接40多个模型供应商，提供智能体、工作流及人机协作等核心功能，并内置评估与观测工具，旨在帮助开发者从原型阶段无缝过渡到生产环境部署。)

Microsoft Bing has introduced a new generative search experience that combines large language models (LLMs) with traditional search results to create dynamic, AI-generated responses. This innovation aims to enhance query understanding, improve result accuracy, and maintain a healthy web ecosystem while preserving publisher traffic. (微软Bing推出全新生成式搜索体验，将大型语言模型与传统搜索结果相结合，生成动态AI响应。这项创新旨在提升查询理解能力、提高结果准确性，并在保持发布商流量的同时维护健康的网络生态系统。)

Tansive is a platform for securely running AI agents and tools on your own infrastructure with fine-grained policy enforcement, runtime controls, and tamper-evident audit logs. It enables developers and operations teams to deploy AI agents independently of external platforms while maintaining full visibility and control over agent actions, tool access, and data handling. (Tansive是一个用于在自有基础设施上安全运行AI智能体和工具的平台，具有细粒度策略执行、运行时控制和防篡改审计日志功能。它使开发人员和运维团队能够独立于外部平台部署AI智能体，同时保持对智能体操作、工具访问和数据处理的完全可见性和控制。)

AgentKit is a TypeScript-based AI agent framework that enables building multi-agent networks with deterministic routing, rich tooling via MCP, and fault-tolerant cloud deployment. It features shared state management, flexible routing options (code-based and agent-based), and built-in tracing for debugging. (AgentKit 是一个基于 TypeScript 的 AI 智能体框架，支持构建具有确定性路由的多智能体网络，通过 MCP 提供丰富的工具集成，并具备容错的云部署能力。其核心特性包括共享状态管理、灵活的路由选项（代码驱动和智能体驱动）以及内置的追踪调试功能。)

This article explores the evolution of AI agents beyond basic conversational interfaces, highlighting MiniMax's AI native Workspace as a next-generation solution. It introduces two key concepts - Cowork (a computer operation assistant) and Skill (pre-set prompts for specialized tasks) - and demonstrates how their integration enables local file access, automated workflows, and expert system capabilities through natural language interaction. The platform represents a shift toward AI agents that can operate computers and acquire specialized skills, expanding their potential applications limited only by imagination. 本文探讨了AI智能体超越基础对话界面的演进，重点介绍了MiniMax的AI原生工作台作为下一代解决方案。文章引入了两个关键概念——Cowork（计算机操作助手）和Skill（预设提示词用于专业任务）——并展示了它们的集成如何通过自然语言交互实现本地文件访问、自动化工作流程和专家系统能力。该平台代表了AI智能体能够操作计算机并获取专业技能的发展方向，扩展了其应用潜力，仅受想象力限制。

This comprehensive guide explores AI Agent frameworks, tools that simplify the creation, deployment, and management of autonomous AI agents. It defines key concepts, outlines evaluation criteria, and provides detailed comparisons of 12 leading frameworks including AutoGen, LangChain, OpenAI Agents SDK, and Langflow, highlighting their features, supported models, and use cases for technical professionals. (本文全面解析AI Agent框架——用于简化自主AI Agent创建、部署和管理的工具。它定义了核心概念，阐述了评估标准，并详细对比了包括AutoGen、LangChain、OpenAI Agents SDK和Langflow在内的12款主流框架，重点介绍了它们的功能特性、支持的模型以及适用场景，面向技术专业人士。)

暂无摘要...

VoxCPM 1.5 is an open-source voice cloning model that significantly improves audio quality, generation efficiency, model flexibility, and stability. Key enhancements include increased sampling rate to 44.1kHz, optimized computational efficiency with reduced encoding rate, and better fine-tuning support with LoRA and full fine-tuning scripts. (VoxCPM 1.5 是一个开源语音克隆模型，在音质清晰度、生成效率、模型灵活性和稳定性四个方面显著优化。主要改进包括采样率提升至44.1kHz、编码率降低带来的算力优化，以及通过LoRA和全量微调脚本增强的定制化支持。)

This article demonstrates how to use WPS's AI-powered 'FangFang Grid' tool to automatically generate various types of Excel tables through simple text instructions, significantly streamlining the table creation process and boosting office productivity. (本文展示了如何利用WPS的AI功能“方方格子”，通过简单的文本指令自动生成各类Excel表格，大幅简化制表流程，提升办公效率。)