Voyage AI's embedding and reranking models now run natively on Fireworks AI

Voyage AI by MongoDB's full lineup, including the Voyage 4 family, voyage-multimodal-3.5, and rerank-2.5, now runs natively on the Fireworks inference platform.

The partnership lets teams run embedding, retrieval, reranking, and generation on one platform and one API. Fireworks says Voyage 4 Large outperforms Voyage 4, Voyage 4 Lite, Gemini Embedding 001, Cohere Embed v4, and OpenAI v3 Large on average retrieval quality.