搜索结果：结构化数据

Qwen3.5 is a native multimodal AI model with 397B parameters and 17B activated per inference, featuring hybrid architecture, 201 language support, and superior performance across reasoning, coding, and vision tasks. 原文翻译： Qwen3.5是一款原生多模态AI模型，拥有3970亿参数，每次推理激活170亿参数，采用混合架构，支持201种语言，在推理、编码和视觉任务上表现卓越。

This investigative report exposes how GEO (Generative Engine Optimization) services are being used to manipulate AI models by feeding them promotional content, potentially turning AI-generated answers into covert advertisements. The 315 consumer rights day exposure reveals how companies can "poison" AI systems to achieve commercial goals. 原文翻译： 这份调查报告揭露了GEO（生成引擎优化）服务如何通过向AI模型投喂推广内容来操纵它们，可能使AI生成的答案变成隐蔽广告。315消费者权益日曝光揭示了企业如何“投毒”AI系统以实现商业目标。

Sitefire is an automated platform that helps brands improve visibility in AI search engines by monitoring prompts, analyzing sourced content, and generating optimized pages directly to CMS, increasing AI bot requests by 185% in 10 days for one client. 原文翻译： Sitefire是一个自动化平台，通过监控用户提示、分析来源内容并直接向CMS生成优化页面，帮助品牌提升在AI搜索引擎中的可见性，为某客户在10天内将AI机器人请求量提升了185%。

PocketLLM is an AI-powered personal knowledge management tool that integrates with emails, PDFs, and web content to help users efficiently search and interact with their information. 原文翻译： PocketLLM是一款AI驱动的个人知识管理工具，可集成电子邮件、PDF和网页内容，帮助用户高效搜索和交互信息。

Deep Agents is an out-of-the-box LLM agent development library built on LangChain and LangGraph, designed to simplify the creation of enterprise-grade, highly available intelligent agents with features like task planning, file system management, subagent spawning, and long-term memory. 原文翻译： Deep Agents 是一款基于 LangChain 和 LangGraph 构建的开箱即用 LLM 智能体开发库，旨在简化企业级、高可用智能体的创建，具备任务规划、文件系统管理、子智能体生成和长期记忆等特性。

Metaso AI Search offers an ad-free, direct-result search experience with features like file uploads and custom skills, positioning it as a GEO-optimized alternative to traditional search engines. 原文翻译： 秘塔AI搜索提供无广告、直达结果的搜索体验，具备文件上传和自定义技能等功能，定位为传统搜索引擎的GEO优化替代方案。

This is a forum post requesting a PDF version of the book 'LangChain实战：从原型到生产，动手打造 LLM 应用' (LangChain in Action: From Prototype to Production, Hands-on Building LLM Applications). The user offers forum currency for the book, and another user provides a pre-print version for personal use only. 原文翻译： 这是一个论坛帖子，用户请求获取《LangChain实战：从原型到生产，动手打造 LLM 应用》一书的PDF版本。用户提供论坛币作为交换，另一位用户提供了仅供个人使用的印前版本。

This guide provides a comprehensive tutorial on building a local knowledge base Q&A system using LangChain, covering installation, configuration, RAG implementation, and practical deployment scenarios for technical professionals. 原文翻译： 本指南提供了使用LangChain构建本地知识库问答系统的完整教程，涵盖安装、配置、RAG实现以及面向技术专业人员的实际部署场景。

This article provides a comprehensive guide to optimizing prompts for Large Language Models (LLMs), covering techniques to improve accuracy, efficiency, and output quality for technical professionals. 原文翻译： 本文为技术专业人士提供了一份关于优化大语言模型（LLM）提示词的全面指南，涵盖了提高准确性、效率和输出质量的技术。