No Priors: Artificial Intelligence | Technology | Startups cover image

The evolution and promise of RAG architecture with Tengyu Ma from Voyage AI

No Priors: Artificial Intelligence | Technology | Startups

NOTE

Debate on RAG Architecture and Alternative Views

The debate revolves around the necessity of a RAG architecture for working on proprietary data. Alternative views include an agent chaining architecture and feeding data into LLMs with long contexts, eliminating the need for vectorization. There was a past debate on RAG versus fine-tuning, indicating RAG as easier. Long context transformer, though not currently practical due to high costs, is seen as a future option. The practical approach currently favors RAG due to cost-effectiveness.

00:00
Transcript
Play full episode

Remember Everything You Learn from Podcasts

Save insights instantly, chat with episodes, and build lasting knowledge - all powered by AI.
App store bannerPlay store banner