RAG

2 articles tagged with “RAG”

AI-generated

RAG vs Fine-Tuning: I've Done Both Wrong. Here's How to Choose Right.

After helping dozens of teams pick between RAG and fine-tuning (and watching some burn $100K on the wrong choice), here's the honest framework I actually use. Spoiler: start with RAG. Almost always.

1/12/2025

11 min read

RAG Fine-Tuning LLM+2 more

I've Used Pinecone, Weaviate, and Qdrant in Production. Here's What I'd Pick.

A biased but honest comparison of the three vector databases I've deployed for real clients — with actual benchmark numbers, cost surprises, and the trade-offs nobody mentions in the docs.

12/25/2024

12 min read

Vector Database RAG

Infrastructure

+3 more