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implement socrates COT
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17 changes: 17 additions & 0 deletions
17
EdgeChain/src/main/java/com/application/project/CoT/ProblemDecomposer.java
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public class ProblemDecomposer { | ||
public List<Subproblem> decomposeProblem(Problem problem) { | ||
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List<Subproblem> subproblems = new ArrayList<>(); | ||
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// Logic to decompose the problem into subproblems | ||
// Assume the problem has a list of elements, and we want to decompose it into individual subproblems for each element | ||
List<Element> elements = problem.getElements(); | ||
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for (Element element : elements) { | ||
Subproblem subproblem = new Subproblem(element); | ||
subproblems.add(subproblem); | ||
} | ||
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return subproblems; | ||
} | ||
} |
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EdgeChain/src/main/java/com/application/project/CoT/SocraticCoT.java
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public class SocraticCoT { | ||
private ProblemDecomposer problemDecomposer; | ||
private SubproblemSolver subproblemSolver; | ||
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public SocraticCoT() { | ||
problemDecomposer = new ProblemDecomposer(); | ||
subproblemSolver = new SubproblemSolver(); | ||
} | ||
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public Solution solveProblem(Problem problem) { | ||
List<Subproblem> subproblems = problemDecomposer.decomposeProblem(problem); | ||
Solution finalSolution = new Solution(); | ||
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for (Subproblem subproblem : subproblems) { | ||
Solution subproblemSolution = subproblemSolver.solveSubproblem(subproblem); | ||
// Logic to integrate subproblem solutions into the final solution | ||
finalSolution.merge(subproblemSolution); | ||
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} | ||
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return finalSolution; | ||
} | ||
} |
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EdgeChain/src/main/java/com/application/project/CoT/SubproblemSolver.java
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public class SubproblemSolver { | ||
public Solution solveSubproblem(Subproblem subproblem) { | ||
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Solution subproblemSolution = new Solution(); | ||
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// Logic to solve the subproblem and update the subproblem solution | ||
// Assume the subproblem contains a single element, and we want to perform some operation on it | ||
Element element = subproblem.getElement(); | ||
OperationResult result = performOperation(element); | ||
subproblemSolution.addResult(result); | ||
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return subproblemSolution; | ||
} | ||
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private OperationResult performOperation(Element element) { | ||
// Logic to perform the operation on the element and return the result | ||
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OperationResult result = new OperationResult(); | ||
// Perform the operation and update the result | ||
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return result; | ||
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} | ||
} |
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