GEO MCTS by Quante Carlo

GEO MCTS

       

by Quante Carlo  

This demo uses Monte Carlo Tree Search to rewrite articles to optimize relevance.

 
Depth of rollout:   Number of initial trees:  

How it works

    Write:
  1. Writes stories based on your topic and then looks for a score
  2. Performs a roll out: sequentially rewrites the story.
  3. Scores eaach story based on Cohere's reranker
  4. Uses Bayesian Optimization based on the embeddings of the stories to estimate the best place for a new node.
  5. Performs rollouts in parallel
    Rewrite:
  6. Same as before but instead of writing from scratch, it starts by rewriting the story you provide.