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DeepSeek API provides comprehensive documentation for developers to integrate advanced AI capabilities, including chat completions, function calling, and JSON output, with detailed guides on authentication, pricing, and best practices. 原文翻译： DeepSeek API 为开发者提供全面的文档，用于集成高级AI功能，包括对话补全、函数调用和JSON输出，并包含认证、定价和最佳实践的详细指南。

DeepSeek has launched its latest reasoning-first model, DeepSeek-V3.2, designed specifically for AI agents, now accessible via web, mobile app, and API with free access available. 原文翻译： DeepSeek已发布其最新的推理优先模型DeepSeek-V3.2，专为AI智能体设计，现可通过网页、移动应用和API访问，并提供免费使用。

在OpenClaw平台安装Tushare官方Skill，可便捷获取稳定可靠的证券与股票数据，解决数据源问题。 原文翻译： Installing the official Tushare Skill on the OpenClaw platform provides a convenient way to access stable and reliable securities and stock data, solving the data source problem.

This article shares practical lessons from a months-long project of writing a book collaboratively with LLMs like ChatGPT, Claude, and Gemini. It details workflows, model strengths, pitfalls like AI flattery and hallucinations, and emphasizes the human's role as manager, arbitrator, and quality controller in the partnership. 原文翻译： 本文分享了一个历时数月与ChatGPT、Claude和Gemini等大型语言模型协作写书的实战经验。详细介绍了工作流程、各模型优势、AI奉承和幻觉等陷阱，并强调了人类在合作中作为管理者、仲裁者和质量控制者的关键角色。

graphiti is an open-source library for building and searching dynamic, temporally aware knowledge graphs, designed specifically for agentic LLM applications with features like smart graph updates, rich edge semantics, and hybrid search capabilities. 原文翻译： graphiti 是一个用于构建和搜索动态、时间感知知识图谱的开源库，专为智能LLM应用设计，具备智能图谱更新、丰富的边语义和混合搜索等功能。

DeepContext is an MCP server that adds symbol-aware semantic search to Claude Code, Codex CLI, and other AI agents, enabling faster and smarter context retrieval for large codebases. 原文翻译： DeepContext 是一个 MCP 服务器，为 Claude Code、Codex CLI 和其他 AI 代理添加符号感知语义搜索功能，实现对大型代码库更快速、更智能的上下文检索。

rtrvr.ai is an AI-powered browser extension that transforms Chrome into an intelligent automation agent, enabling users to perform web scraping, data entry, and monitoring through natural language commands. It integrates with major AI chatbots, offers scheduled workflows, and provides developer tools like CLI/SDK. 原文翻译： rtrvr.ai是一款AI驱动的浏览器扩展，可将Chrome转变为智能自动化代理，让用户通过自然语言指令执行网页抓取、数据输入和监控任务。它集成了主流AI聊天机器人，提供定时工作流，并包含CLI/SDK等开发者工具。

This article presents the 2026 Top 10 GEO (Generative Engine Optimization) service providers in China, analyzing their technical strengths, service models, and industry applications to help brands navigate the competitive landscape and select the right partner for AI-driven marketing growth. 原文翻译： 本文发布了2026年中国生成式引擎优化（GEO）服务商十强榜单，深入分析了各服务商的技术实力、服务模式和行业应用，旨在帮助品牌方在竞争激烈的市场中做出明智选择，找到最适合自身业务发展的AI营销增长合作伙伴。

This comprehensive guide provides step-by-step instructions for using DeepSeek AI to streamline academic paper writing, covering everything from registration and framework building to content generation, optimization, and final checks. It includes tested command templates for each stage of the writing process, helping researchers and students save significant time while maintaining academic rigor. 原文翻译： 本指南详细介绍了使用DeepSeek AI简化学术论文写作的步骤，涵盖从注册、框架搭建到内容生成、优化和最终检查的全过程。包含每个写作阶段经过测试的指令模板，帮助研究人员和学生节省大量时间，同时保持学术严谨性。