Fine-Tuning vs RAG vs Prompt Engineering: Which Should You Use?
Fine-tuning vs RAG vs prompt engineering compared: what each changes, costs, and fixes, plus a simple decision framework for choosing the right LLM approach.
WRITING / NOTES FROM THE FORGE
RAG
3 articles tagged RAG.
How to Choose a Vector Database for Your AI Application
How to choose a vector database: a practical comparison of dedicated vector DBs, pgvector, search engines, and libraries by scale, filtering, and cost.
RAG Explained: How to Build Retrieval-Augmented Generation That Works
RAG explained for developers: how retrieval-augmented generation works, how to chunk, embed, retrieve, and rerank, and how to evaluate a RAG pipeline.