DSPy Signature Implementation for Persona-Driven Responses

implementationChallengeNovember 23, 2025

Prompt Content

Implement a DSPy `Signature` for generating survey responses that strictly adhere to a given persona. Include `Input` fields for the current question, the agent's persona description, and past conversation history. The `Output` should be the generated answer and potentially a confidence score. Demonstrate how you would use DSPy's `Optimizers` to refine this signature for persona consistency and natural language.

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