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The Importance of Modular Pipelines in AI
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Classroom Contents
DSPy for Code Generation: Building and Optimizing Language Model Pipelines
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- 1 Meet Krista: PhD Candidate at Stanford
- 2 Overview of DSPy Framework for Code Generation
- 3 The Importance of Modular Pipelines in AI
- 4 Challenges in Manual Prompt Engineering
- 5 Building Language Model Programs with DSPy
- 6 Comparative Study: Optimizer Performance
- 7 Hands-On Tutorial: Using DSPy with HackerCup Dataset
- 8 Q&A and Final Thoughts
