
PageIndex: The Vectorless RAG Beating Vector DBs
PageIndex skips embeddings and chunking entirely. Here's how it works, why it hit 98.7% on FinanceBench, and how to try it in 10 lines of Python.

PageIndex skips embeddings and chunking entirely. Here's how it works, why it hit 98.7% on FinanceBench, and how to try it in 10 lines of Python.

Vectorless RAG replaces embeddings with LLM reasoning and hit 98.7% on FinanceBench.