📄 文章列表

11 篇文章

TDS

Data Enablement for AI: A Practitioner's Guide to 6 Advanced Architectural Patterns

✅ completed ⭐ ☆☆☆☆☆ 2026-10-25

TDS

How to Optimize Vector Search When RAM Gets Too Expensive: On-Disk vs. In-Memory ANN Indexes

✅ completed ⭐ ☆☆☆☆☆ 2026-07-25

TDS

How I Reproduced BM25, Dense Retrieval, and SPLADE on a 16GB MacBook

✅ completed ⭐ ☆☆☆☆☆ 2026-07-27

TDS

Scaling Recommender Transformers to a Billion Parameters

✅ completed ⭐ ★★★★★★ 2025-10-21

TDS

When (Not) to Use Vector DB

✅ completed ⭐ ★★★★★★ 2025-12-16

TDS

HNSW at Scale: Why Your RAG System Gets Worse as the Vector Database Grows

✅ completed ⭐ ★★★★★★ 2026-01-07

TDS

TDS Newsletter: Is It Time to Revisit RAG?

✅ completed ⭐ ★★★★★★ 2026-01-15

TDS

Scaling Vector Search: Comparing Quantization and Matryoshka Embeddings for 80% Cost Reduction

✅ completed ⭐ ★★★★★★ 2026-03-12

TDS

Bytes Speak All Languages: Cross-Script Name Retrieval via Contrastive Learning

✅ completed ⭐ ★★★★★★ 2026-04-26

TDS

Building an Evaluation Harness for Production AI Agents: A 12-Metric Framework From 100+ Deployments

✅ completed ⭐ ★★★★★★ 2026-05-13

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