#RAG academic writing
598 related articles
·4 min
Kimi Agent Cluster in Practice: One Person Commanding 300 AIs to Collaboratively Build a Website
Deep dive into Kimi Work Agent cluster's three collaboration architectures, with a hands-on demo of 300 AI agents building a website in parallel, covering requirements breakdown, multi-Agent coding, and auto-deployment.
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·4 min
7-Step Framework for Deploying Commercial AI Agents: From Requirements to Production
A detailed 7-step guide to building commercial AI Agents, covering requirements, platform selection (Coze/Dify/FastGPT), prompt engineering, databases, UI, testing, and deployment.
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·3 min
Complete Guide to Harness Engineering: The Three-Layer Architecture for AI Engineering Development
A deep dive into Harness Engineering's core architecture covering the Information, Constraint, and Automation layers to systematically constrain and verify AI Agent output for reliable development.
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·4 min
Kimi Code Installation & Hands-On Guide: Getting Started with a Free AI Coding Assistant
Complete guide to installing and using Kimi Code: covers video understanding, multi-model switching, real-time data queries, and Swarm batch processing, with a detailed comparison to Claude Code.
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·3 min
Why AI Engineer Is the Hottest Career Track Right Now: Insights from the AI Engineer Conference
AI Engineer is evolving from a vague concept into a fast-growing career track. This article analyzes the role's core skills—Prompt Engineering, RAG, Agent development—and industry trends from the AI Engineer Conference.
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·3 min
Andrew Ng's Prompting Course: Four Core Gaps Between AI Beginners and Power Users
Andrew Ng's AI Prompting for Everyone course reveals four key gaps between AI beginners and power users: deep thinking tasks, context, neutral prompting, and iterative workflows.
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·4 min
AI Large Language Model Career Transition Roadmap: A Three-Phase Learning Guide from Zero to Enterprise-Ready
A systematic three-phase AI LLM career transition roadmap: from Transformer fundamentals to RAG, Agent & LangChain development, to LoRA fine-tuning. Build enterprise-ready skills in two months.
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·3 min
Former Google Executive Mo Warns: A Massive AI Shakeup Is Coming — Four Survival Skills You Must Master
Former Google X CBO Mo Gawdat warns AI will disrupt the job market within 2-3 years, with some industries facing 30% unemployment. He outlines four survival skills and predicts education will be completely transformed.
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·3 min
How Much Math Do AI Practitioners Really Need? A Deep Dive into Three Role Types
How much math do AI/ML practitioners really need? This article breaks down three roles — Users, Developers, and Researchers — and analyzes the math requirements for each to help you plan your learning path.
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·3 min
Can AI Q&A Tools Solve College Application Anxiety? A Sober Analysis of Their Value and Limitations
Can AI Q&A tools help students and parents resolve major-selection anxiety during college application season? This article analyzes AI consulting quality, use cases, and limitations.
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·4 min
Kimi Code Advanced Tutorial: Video Understanding, Swarm Mode & ACP Protocol Practical Guide
In-depth guide to Kimi Code's advanced features: video understanding, Swarm parallel mode, ACP protocol IDE integration, Goal multi-round iteration, and Skills configuration with Claude Opus comparison data.
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·4 min
Codex Hands-On Tutorial: A Complete Guide from Installation to Enterprise-Level AI Programming
A complete hands-on guide to OpenAI Codex covering installation, CLI interaction, agents.md setup, MCP protocol integration, Rules governance, and building a RAG intelligent customer service system.
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·3 min
Sakana AI Scientist v2 Deep Dive: Architecture and Practice of an Autonomous AI Research System
Deep dive into Sakana AI's open-source AI Scientist v2: technical architecture, core modules, and upgrade highlights covering the full autonomous research pipeline from idea generation to paper writing.
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·3 min
Why Frontier AI Models Need Mandatory Third-Party Safety Testing
Exploring why frontier AI models need mandatory third-party safety testing across cybersecurity, biosecurity, and autonomy risks, and the paradigm shift from voluntary commitments to mandatory oversight.
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·3 min
AI Scientist: A Deep Dive into Sakana AI's Automated Research Framework
Deep dive into Sakana AI's open-source AI Scientist project: how LLMs automate the full research pipeline from hypothesis generation and experiment execution to paper writing, including architecture, workflow, and limitations.
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·3 min
5 AI Image-to-Prompt Tools Tested and Compared: Which One Works Best?
Hands-on comparison of 5 AI image-to-prompt tools (Doubao, DeepSeek, Dreamina, Kimi, ERNIE Bot) covering prompt quality, language support, and element breakdown capabilities.
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·3 min
Karpathy's Advanced Claude Code Methodology: Building a Self-Evolving AI Work Environment
Karpathy's Claude Code methodology: build a self-evolving AI environment using CLAUDE.md, knowledge bases, Skills, and Hook guardrails for compounding efficiency.
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·4 min
A Beginner's Guide to Vibe Coding: The New Way to Build Software with AI — No Coding Required
What is Vibe Coding? Learn the core philosophy, three key traits, and boundaries of this AI-powered approach. Get a complete beginner's learning path with tools like Cursor and Bolt.new.
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·3 min
What Is Cursor? A Complete Guide to the AI-Native Programming IDE's Core Features and Use Cases
An in-depth look at Cursor, the AI-native programming IDE, covering intelligent code generation, multi-model support, context awareness, and how it compares to traditional IDEs across six key dimensions.
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·2 min
GLM-5.2 Passes the Vibe Check: Open-Source Models Officially Enter the Frontier Race
Zhipu AI's GLM-5.2 passes the community vibe check, showing capabilities rivaling top closed-source models. Analysis of what this means for open-source AI.
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