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A Coding Guide to Build Modular and Self-Correcting QA Systems with DSPy
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A Coding Guide to Build Modular and Self-Correcting QA Systems with DSPy
In this tutorial, we explore how to build an intelligent and self-correcting question-answering system using the DSPy framework, integrated with Google’s Gemini 1.5 Flash model. We begin by defining structured Signatures that clearly outline input-output behavior, which DSPy uses as its foundation for building reliable pipelines. With DSPy’s declarative programming approach, we construct composable modules, such as AdvancedQA and SimpleRAG, to a…
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