AI/LLM Cheatsheet 04 — Embeddings

Cheatsheet: embedding APIs, dimensions, normalization, similarity, chunking.

May 26, 2026 · 3 min · 620 words · Manvendra Rajpoot

Embedding Models in 2026 — OpenAI, Voyage, Cohere, BGE, and How to Pick

A practical 2026 guide to picking an embedding model. OpenAI text-embedding-3 vs Voyage vs Cohere vs open BGE / Nomic. Quality on MTEB, cost, dimensions, multilingual, and how to evaluate on your own data.

April 30, 2026 · 4 min · 829 words · Manvendra Rajpoot