Best Embedding Models for RAG Agents (2026)
Ranked evaluation of the best embedding models for RAG agents in 2026 — text-embedding-v4, OpenAI text-embedding-3-large, Cohere embed-v3, Voyage-3. Dimensions, chunking strategies, cost per million tokens, and which model for which use case.