📄 文章列表

18 篇文章
AlphaSignal

Google DeepMind's EmbeddingGemma 2 Searches Text, Video, and Audio in One 740M Model

✅ completed ⭐ ☆☆☆☆☆ 2026-11-05
TDS

Ten Is Not a Hundred

✅ completed ⭐ ☆☆☆☆☆ 2026-08-18
TDS

LLM Wikis Are Over-Engineered — I Replaced Mine With a Pure Python Compiler

✅ completed ⭐ ☆☆☆☆☆ 2026-07-03
TDS

Long Context vs. Short Context Model: When Does a Long Context Model Win?

✅ completed ⭐ ☆☆☆☆☆ 2026-07-03
TDS

Agentic AI 101: Starting Your Journey Building AI Agents

✅ completed ⭐ ★★★★★★ 2025-05-02
TDS

Demystifying Cosine Similarity

✅ completed ⭐ ★★★★★★ 2025-08-08
TDS

The Geometry of Laziness: What Angles Reveal About AI Hallucinations

✅ completed ⭐ ★★★★★★ 2025-12-22
TDS

Chunk Size as an Experimental Variable in RAG Systems

✅ completed ⭐ ★★★★★★ 2025-12-31
TDS

Topic Modeling Techniques for 2026: Seeded Modeling, LLM Integration, and Data Summaries

✅ completed ⭐ ★★★★★★ 2026-01-14
TDS

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

✅ completed ⭐ ★★★★★★ 2026-01-20
TDS

Optimizing Vector Search: Why You Should Flatten Structured Data

✅ completed ⭐ ★★★★★★ 2026-01-29
TDS

The Map of Meaning: How Embedding Models “Understand” Human Language

✅ completed ⭐ ★★★★★★ 2026-03-31
TDS

RAG Isn’t Enough — I Built the Missing Context Layer That Makes LLM Systems Work

✅ completed ⭐ ★★★★★★ 2026-04-14
TDS

Your RAG System Retrieves the Right Data — But Still Produces Wrong Answers. Here’s Why (and How to Fix It).

✅ completed ⭐ ★★★★★★ 2026-04-18
TDS

Hybrid Search and Re-Ranking in Production RAG

✅ completed ⭐ ★★★★★★ 2026-05-12
TDS

LLM Evals Are Based on Vibes — I Built the Missing Layer That Decides What Ships

✅ completed ⭐ ★★★★★★ 2026-05-17
TDS

RAG Is Burning Money — I Built a Cost Control Layer to Fix It

✅ completed ⭐ ★★★★★★ 2026-05-29
TDS

Embeddings Aren’t Magic: The Predictable Failure Modes of RAG Retrieval

✅ completed ⭐ ★★★★★★ 2026-05-30