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added GPT: World Class Prompt Engineer
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import itertools
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class TreeOfThought:
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"""
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A class to implement the Tree of Thought approach for complex problem-solving.
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"""
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def __init__(self, problem_input):
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"""
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Initialize with the specific problem input.
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"""
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self.problem_input = problem_input
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self.tree = {} # To store the thoughts as nodes in a tree
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def generate_thoughts(self, current_state):
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"""
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Generate multiple potential thoughts based on the current state.
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Placeholder for thought generation logic.
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"""
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# TODO: Implement thought generation based on the problem type
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pass
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def evaluate_thoughts(self, thoughts):
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"""
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Evaluate the promise or viability of each thought.
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Placeholder for thought evaluation logic.
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"""
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# TODO: Implement thought evaluation based on specific criteria
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pass
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def search_algorithm(self, root):
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"""
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Implement the search algorithm (e.g., BFS, DFS).
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Placeholder for search algorithm logic.
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"""
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# TODO: Choose and implement the appropriate search algorithm
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pass
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def solve_problem(self):
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"""
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Main method to solve the problem using the Tree of Thought approach.
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"""
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initial_thoughts = self.generate_thoughts(self.problem_input)
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evaluated_thoughts = self.evaluate_thoughts(initial_thoughts)
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solution_path = self.search_algorithm(evaluated_thoughts)
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return solution_path
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# Example usage
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problem_input = "Define your problem input here"
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tree_of_thought = TreeOfThought(problem_input)
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solution = tree_of_thought.solve_problem()
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print("Solution Path:", solution)
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