AI 知识库 | 文章列表

TDS

The Hot Path Belongs to GBDTs, Agents Own the Cold Path: A Payment-Fraud Benchmark

✅ completed ⭐ ★★★☆☆ 2026-06-25

TDS

Amplify the Expert: A Philosophy for Building Enterprise RAG

✅ completed ⭐ ★★★☆☆ 2026-06-26

TDS

Why I Stopped Using One Agent and Built a Multi-Agent Pipeline Instead

✅ completed ⭐ ★★★☆☆ 2026-06-24

TDS

When RAG Users Ask Vague Questions: Clarify Once, Learn the Default

✅ completed ⭐ ★★★☆☆ 2026-06-22

TDS

Deb8flow: Orchestrating Autonomous AI Debates with LangGraph and GPT-4o

✅ completed ⭐ ★★★★★★ 2025-04-10

TDS

Building a Scalable and Accurate Audio Interview Transcription Pipeline with Google Gemini

✅ completed ⭐ ★★★★★★ 2025-04-29

TDS

Retrieval Augmented Classification: Improving Text Classification with External Knowledge

✅ completed ⭐ ★★★★★★ 2025-05-06

TDS

Build an AI Agent to Explore Your Data Catalog with Natural Language

✅ completed ⭐ ★★★★★★ 2025-06-16

TDS

LLM-as-a-Judge: A Practical Guide

✅ completed ⭐ ★★★★★★ 2025-06-19

TDS

Programming, Not Prompting: A Hands-On Guide to DSPy

✅ completed ⭐ ★★★★★★ 2025-06-23

TDS

Build Multi-Agent Apps with OpenAI’s Agent SDK

✅ completed ⭐ ★★★★★★ 2025-06-24

TDS

A Developer’s Guide to Building Scalable AI: Workflows vs Agents

✅ completed ⭐ ★★★★★★ 2025-06-27

TDS

Become a Better Data Scientist with These Prompt Engineering Tips and Tricks

✅ completed ⭐ ★★★★★★ 2025-06-30

TDS

From Pixels to Plots

✅ completed ⭐ ★★★★★★ 2025-06-30

TDS

Evaluation-Driven Development for LLM-Powered Products: Lessons from Building in Healthcare

✅ completed ⭐ ★★★★★★ 2025-07-10

TDS

How to Create an LLM Judge That Aligns with Human Labels

✅ completed ⭐ ★★★★★★ 2025-07-21

TDS

Hands‑On with Agents SDK: Your First API‑Calling Agent