RAPTOR: New Retrieval Method for RAG | Chat with your Data using GPT

RAPTOR introduces a novel approach to retrieval-augmented language models( connect your data to language models) by constructing a recursive tree structure from documents. This allows for more efficient and context-aware information retrieval across large texts, addressing common limitations in traditional language models namely answering holistic type of questions.
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[@enriquecazap3780]

You are increidble , I can learn and the same time I can enjoy and be happy with your excellent explanation many many thanks

[@schance1666]

Hey MG - your vids are the best (and the most fun!) on this topic. I have tried as best I can, but no one (including on Stack Exchange) has been able to help with my problem. I'm trying to chat with my db (which works fine) but when I need it to follow 'rules' it just ignores them. Is there a way to force the system to follow your 'rules'? (Like if you are matching people according to a long list of criteria). Do you have any vids on this?

[@trashchenkov]

Thanks for the video! What should we do if we want to add new texts to our existing vector DB? Should we reprocess all the steps from the very begining?

[@miladnasiri9920]

💪perfect

[@IdPreferNot1]

Any way for token estimation for larger embeddings?