Choosing Embedding Models and Dimensions: Why 1536 Isn't Always Better Than 384

You're building a RAG system and need to pick an embedding model. The options are overwhelming: OpenAI, Voyage, Google, Cohere, or self-hosted open-source. Prices range from free to $0.13 per million tokens. Dimensions range from 256 to 3072. How do ...