The entire RAG industry is about to get cooked.
Researchers have built a new RAG approach that:
- does not need a vector DB.
- does not embed data.
- involves no chunking.
- performs no similarity search.
It's called PageIndex. Instead of chunking your docs and stuffing them into pinecone, it builds a tree index and lets the LLM reason through it like a human reading a book.
hit 98.7% on financebench. beats every vector RAG on the leaderboard.
no embeddings. no chunking. no vector DB.
100% open source.
Mayhem mode is actually bullish af for traders
IQ of an average trencher is low but if go through the docs
it says "early action attracts more buyers, helping coins reach higher market caps and stronger floors. For traders, it means more potential winners to find and trade"
Any experimental feature takes time to get right, but hopefully this makes a big impact in the long run