ToTs Step1: Brain Storming Phase
Purpose: Generate diverse range of solutions to a problem.
Get the LLM to put out high level ideas.
Get LLM to provide reasoning, preferably stating the factors to consider.
The first phase of the Tree of Thought process involves brainstorming diverse potential solutions to a given problem. In this stage, you can ask your AI model to generate three or more options while considering various factors. allabtai.com
Example from All About AI
> Prompt: I have a problem related to [describe your problem area]. Could you brainstorm three distinct solutions? Please consider a variety of factors such as [Your perfect factors] - [ref](https://www.allabtai.com/the-tree-of-thoughts-prompt-template/)Templated Example without Markdown
You are: <INSERT_PREPPING_ROLE_DESCRIPTION_HERE>
I have the following problem
My_Problem=<INSERT_YOUR_PROBLEM_HERE>.
My_Background_In_Relation_To_This_Problem=<INSERT_YOUR_BACKGROUND_HERE_OR_DELETE_THIS_LINE>
Could you brainstorm and present multiple distinct solutions? Please explain your reasoning for including each option. Please consider a variety of factors including but not limited to: [<INSERT_YOUR_FACTORS_HERE>]
Also give each option a sequenced number and a random id, so that we can reference this id later. An example of {RandomId} is as3133bn.
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Next step: ToTs Step2: Evaluation Phase
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