Vectara

Categories

Blog - page 8

All posts

Why building your own RAG stack can be a costly mistake

Why building your own RAG stack can be a costly mistake

Think building your own Retrieval-Augmented Generation (RAG) system will give you a competitive edge? Think again. Companies are sinking months and hundreds of thousands of dollars into in-house AI projects, only to end up with sluggish, unsecure, and overpriced systems that can't hold a candle to existing solutions.

Ofer Mendelevitch
Ofer Mendelevitch
Is Semantic Chunking worth the computational cost?
Research

Is Semantic Chunking worth the computational cost?

Discover why fixed-size chunking often outperforms semantic chunking in real-world RAG systems. This study explores the trade-offs between simplicity, computational efficiency, and retrieval accuracy, challenging the assumption that semantic chunking is always the superior choice.

Renyi QuForrest Bao
Renyi Qu,Forrest Bao
Before you go...

Connect with
our Community!