RAG in 2025: State of the Art and the Road Forward — Tengyu Ma, MongoDB (acq. Voyage AI)

Описание: The talk will have three parts
1.Roadmap debate: RAG vs. finetuning vs. long-context
2.RAG today: benefits, challenges, and current solutions
3.RAG tomorrow: AI models do more work

About Tengyu Ma
Tengyu Ma is the Chief AI Scientist @ MongoDB and an Assistant Professor @ Stanford. He was the co-founder and CEO of Voyage AI before the acquisition by MongoDB.

Recorded at the AI Engineer World's Fair in San Francisco. Stay up to date on our upcoming events and content by joining our newsletter here: https://www.ai.engineer/newsletter