A practical short-video workflow covering script breakdown, storyboard prompts, image-to-video generation, voice-over and captions, editing, quality checks, and alternative tools.
A quality-focused guide for enterprise knowledge bases and Q&A systems covering test set creation, recall evaluation, citation verification, handling refusal responses, and continuous improvement via human feedback.
Why have AI proxy services suddenly become so popular? What risks lie behind low-cost APIs, unified keys, and aggregated models? This article clarifies the differences between proxy services and official APIs, their applicable scenarios, a checklist for avoiding pitfalls, and frequently asked questions regarding SEO/GEO search.
AI data poisoning and prompt injection are emerging as new risks for search engines and large language model applications. This article explains what they are, how they occur, who is affected, and how businesses and individuals can protect themselves—all in plain language.
Want to centrally manage multiple AI models, API keys, usage metrics, and costs? This article clarifies the architecture, vendor selection, security boundaries, deployment process for New API, and use cases for One API and LiteLLM from a compliance-focused, internal-use perspective, while highlighting risky practices to avoid.
Why are Crawlab, OpenClaw, and Hermes Agent suddenly trending? This article clarifies the real value of local AI agents from an everyday user’s perspective, covering stability differences, security risks, and a must-read checklist to avoid common pitfalls before installation.
A comprehensive guide to deploying the open-source OpenClaw AI assistant from scratch, covering local installation on macOS, server deployment on Linux, low-cost setups with Raspberry Pi, and cloud platform integration. Includes tips for WhatsApp/Telegram integration, skill expansion, and production environment tuning.
Overwhelmed by the sheer number of AI tools? This guide offers a step-by-step action plan built on an 'Observe–Experience–Build' framework. It features seven real-world workflows tailored to everyday tasks like email, document creation, data management, and scheduling—ready to use right out of the box.
Prompt engineering is becoming obsolete. By 2026, AI has evolved from a 'temporary worker' into a 'memory-enabled butler,' shifting the core competency from writing prompts to encapsulating personal skills into a repository. This article shows you how to build your own skills knowledge base.
Tired of letting repetitive office tasks eat up your day? Based on in-depth tutorials from the official WPS community, this guide covers practical techniques such as context engineering, workflow architecture, and intelligent document libraries to help you transform high-frequency operations into automated processes.
GEO (Generative Engine Optimization) is a new content marketing concept for 2026. Learn how to get AI search engines like ChatGPT, Kimi, and ERNIE Bot to prioritize citing your content, securing a foothold in the traffic landscape of the AI era.
Covers the most common needs of novice writers, from drafting with inspiration and structuring content to polishing and publishing. Ideal for operations, marketing, product roles, and self-media creators looking to quickly get started with AI writing tools.
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