RAG

Vector Databases: pgvector vs Pinecone vs Qdrant

Verdict: Which Vector Database Should You Pick? Pick pgvector when Postgres already holds your data and your vector count stays under tens of millions. Pick Pinecone when you want zero operations and can accept a managed bill. Pick Qdrant when you self-host and need strict filtered search at low latency. Pick Weaviate when hybrid keyword-plus-vector […]

RAG vs Fine-Tuning: When to Use Which

If you ship AI products, you face this choice sooner or later: give the model a knowledge base it can search (RAG), or retrain the model on your own data (fine-tuning). Pick wrong and you burn months on training runs, or you ship a bot that invents policy answers with total confidence. The Verdict First […]