📄 文章列表

23 篇文章
TDS

MCP Explained: How Modern AI Agents Connect to the Real World

✅ completed ⭐ ☆☆☆☆☆ 2026-07-28
TDS

Pydantic + OpenAI: The Cleanest Way to Get Structured Outputs from LLMs

✅ completed ⭐ ☆☆☆☆☆ 2026-07-14
TDS

RAG vs Fine-Tuning Explained: What They Actually Do and When to Use Each

✅ completed ⭐ ☆☆☆☆☆ 2026-07-12
TDS

AI Agents Explained: What Is a ReAct Loop and How Does It Work?

✅ completed ⭐ ☆☆☆☆☆ 2026-07-03
TDS

Water Cooler Small Talk, Ep. 11: Overfitting in RAG evaluation

✅ completed ⭐ ★★★☆☆ 2026-06-26
TDS

Hitchhiker’s Guide to RAG with ChatGPT API and LangChain

✅ completed ⭐ ★★★★★★ 2025-06-26
TDS

Hitchhiker’s Guide to RAG: From Tiny Files to Tolstoy with OpenAI’s API and LangChain

✅ completed ⭐ ★★★★★★ 2025-07-11
TDS

Water Cooler Small Talk, Ep 8: Should ChatGPT Be Blocked at Work?

✅ completed ⭐ ★★★★★★ 2025-08-19
TDS

RAG Explained: Understanding Embeddings, Similarity, and Retrieval

✅ completed ⭐ ★★★★★★ 2025-09-17
TDS

RAG Explained: Reranking for Better Answers

✅ completed ⭐ ★★★★★★ 2025-09-24
TDS

How to Evaluate Retrieval Quality in RAG Pipelines: Precision@k, Recall@k, and F1@k

✅ completed ⭐ ★★★★★★ 2025-10-16
TDS

Water Cooler Small Talk, Ep. 9: What “Thinking” and “Reasoning” Really Mean in AI and LLMs

✅ completed ⭐ ★★★★★★ 2025-10-28
TDS

How to Evaluate Retrieval Quality in RAG Pipelines (part 2): Mean Reciprocal Rank (MRR) and Average Precision (AP)

✅ completed ⭐ ★★★★★★ 2025-11-05
TDS

How to Evaluate Retrieval Quality in RAG Pipelines (Part 3): DCG@k and NDCG@k

✅ completed ⭐ ★★★★★★ 2025-11-12
TDS

Water Cooler Small Talk, Ep. 10: So, What About the AI Bubble?

✅ completed ⭐ ★★★★★★ 2025-11-27
TDS

RAG with Hybrid Search: How Does Keyword Search Work?

✅ completed ⭐ ★★★★★★ 2026-03-04
TDS

Understanding Context and Contextual Retrieval in RAG

✅ completed ⭐ ★★★★★★ 2026-03-07
TDS

Why Care About Prompt Caching in LLMs?

✅ completed ⭐ ★★★★★★ 2026-03-13
TDS

Beyond Prompt Caching: 5 More Things You Should Cache in RAG Pipelines

✅ completed ⭐ ★★★★★★ 2026-03-19
TDS

Prompt Caching with the OpenAI API: A Full Hands-On Python tutorial

✅ completed ⭐ ★★★★★★ 2026-03-22