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Knowledge Cards / Advanced RAG Techniques / Tree of Thoughts (ToT)

Advanced RAG Techniques

Tree of Thoughts (ToT)

Tree of Thoughts prompting builds on CoT by instructing the model to evaluate its responses at each step in the problem-solving process or even generate several different solutions to a problem and choose the best result. This is useful in RAG when there are many potential pieces of evidence, and the model needs to weigh different possible answers based on multiple retrieved documents.