📄 文章列表

15 篇文章
TDS

How to Make AI Work for End-to-End Business Processes

✅ completed ⭐ ☆☆☆☆☆ 2026-10-29
TDS

The Untaught Lessons of RAG Retrieval: Cosine Is Not the Foundation

✅ completed ⭐ ☆☆☆☆☆ 2026-07-03
TDS

Understanding Matrices | Part 3: Matrix Transpose

✅ completed ⭐ ★★★★★★ 2025-07-22
TDS

Demystifying Cosine Similarity

✅ completed ⭐ ★★★★★★ 2025-08-08
TDS

Positional Embeddings in Transformers: A Math Guide to RoPE & ALiBi

✅ completed ⭐ ★★★★★★ 2025-08-26
TDS

RAG Explained: Understanding Embeddings, Similarity, and Retrieval

✅ completed ⭐ ★★★★★★ 2025-09-17
TDS

We Didn’t Invent Attention — We Just Rediscovered It

✅ completed ⭐ ★★★★★★ 2025-11-05
TDS

How Relevance Models Foreshadowed Transformers for NLP

✅ completed ⭐ ★★★★★★ 2025-11-20
TDS

The Machine Learning “Advent Calendar” Day 24: Transformers for Text in Excel

✅ completed ⭐ ★★★★★★ 2025-12-24
TDS

How LLMs Handle Infinite Context With Finite Memory

✅ completed ⭐ ★★★★★★ 2026-01-09
TDS

You Probably Don’t Need a Vector Database for Your RAG — Yet

✅ completed ⭐ ★★★★★★ 2026-01-20
TDS

Linear Regression Is Actually a Projection Problem, Part 1: The Geometric Intuition

✅ completed ⭐ ★★★★★★ 2026-03-19
TDS

The Geometry Behind the Dot Product: Unit Vectors, Projections, and Intuition

✅ completed ⭐ ★★★★★★ 2026-04-06
TDS

Qdrant TurboQuant Explained: Is TurboQuant the Silver Bullet?

✅ completed ⭐ ★★★★★★ 2026-05-30
TDS

GPU-Resident Top-K for Agentic RAG: I Built a CUDA Kernel So My Retrieval Step Would Stop Bouncing Off the GPU

✅ completed ⭐ ★★★★★★ 2026-06-19