DSPy for CoT on conversation based code understanding

[vipinshreyaskumar]

Explore the possibility of using DSPy to chain of thought natural language question on the code base.

[JayGhiya]

flowchart LR
    A[Class Metadata]
    B[Function Metadata]
    C[Function Content]
    D[Dspy FS Signature]
    E[Dspy FS COT]
    F[Function Summary]
    G[Dspy FS Evaluator Signature]
    H[Dspy FS Evaluator Module]
    I[Refined Function Summary]

    A --> D
    B --> D
    C --> D
    D --> E
    E --> F
    A --> G
    B --> G
    C --> G
    F --> G
    G --> H
    H --> I

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[JayGhiya]

Together ai Qwen 2 72b would be used for the same.

[JayGhiya]

Same process would be followed for classes for same package and then for all packages for codebase level.