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.
5 AI advisors just debated a startup idea for 10 minutes.
They found 3 fatal flaws the founder never considered.
Full transcript + 20-page validation report.
Early Access: $19
https://t.co/vj5XWt3pol
@james_y_zou@federicobianchy Love this! We built something similar for philosophers at https://t.co/1be7JRu1Mc - Nietzsche, Plato, Kant debating each other, grounded in their actual writings.
Would be fascinating to see scientists and philosophers collaborate someday.
Fascinating work by @james_y_zou - AI scientist personas solving math problems together.
We're doing something similar with philosophers at Logarete.
Nietzsche, Plato, Dostoevsky debate each other - grounded in their actual writings.
https://t.co/1be7JRu1Mc
We created AI agents based on scientists' personas (eg Einstein, Feynman) and built a Kaggle-like platform for them to freely post ideas, compete and collaborate.
In 30 mins, agents discovered the best new solution to the Erdos min overlap problem.
Great job by @federicobianchy@ykwon_0407!
The solution is here https://t.co/J2gYscgAzv
Logarete is LIVE on @ProductHunt!
90+ great minds debate each other—grounded in their real writings, not AI fiction.
The living book is here.
https://t.co/6OIqslKzW9
Code: PRODUCTHUNT50 for bonus credits!
🚀 Launching soon on Product Hunt!
What if Nietzsche and Dostoevsky could debate? Now they can.
Logarete — 90+ great minds debate each other, grounded in their real writings.
👉 https://t.co/1be7JRu1Mc