Chengshuo Dai

Chengshuo Dai

Self-driven AI Engineer.
Yale University.

Personal Website 🔗

👋 Welcome to my Blog

Hi, this is Chengshuo. I'm documenting my learning notes in this blog. Feel free to email me if there is any mistakes in the notes. 😉

Nov 22, 2025

怎么证明这个模型比那个好?LLM Evaluation

LLM Evaluation
Nov 19, 2025

让大模型使用工具:Agent初体验

Agent
Nov 16, 2025

RAG:给大模型装上外接大脑

RAG
Nov 13, 2025

万物皆可Embedding

Embedding & Vector Database
Nov 10, 2025

Unlocking Reasoning: The Power of Chain of Thought (CoT)

Prompt EngineeringLLM Fundamentals
Nov 07, 2025

Prompt Engineering 也是一门玄学

Prompt Engineering
Nov 04, 2025

终于搞懂了一点 Self-Attention

LLM Fundamentals
Nov 01, 2025

The Mechanics of Tokenization: Byte-Pair Encoding and Beyond

LLM Fundamentals
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Categories

  • All (48)
  • AI Safety (1)
  • AI Search (3)
  • Agent (6)
  • Agentic RAG (1)
  • Alignment (6)
  • DNS (1)
  • Embedding & Vector Database (3)
  • Fine-Tuning (2)
  • GraphRAG (1)
  • Inference Optimization (4)
  • LLM Evaluation (3)
  • LLM Fundamentals (11)
  • LLM Inference (1)
  • Model Architecture (4)
  • Performance Optimization (3)
  • Personal Reflextion (1)
  • Post-Training (1)
  • Prompt Engineering (6)
  • RAG (4)
  • Scaling Laws (1)
  • Search (1)
  • Supervised Fine-tuning (5)
  • System Design (3)
  • Vibe Coding (1)
  • Web Deployment (1)