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Complex Pipeline: Routing & Classifying Arbitrary Files
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Classroom Contents
DSPy - The End of Prompt Engineering
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- 1 Introduction & The Enterprise AI Challenge
- 2 The 6 Core Concepts of DSPy Signatures, Modules, Adapters
- 3 Deep Dive: Class-based vs. Shorthand Signatures
- 4 Adapters: Controlling the Prompt Format JSON vs. BAML
- 5 Optimizers: The "Killer Feature" for Transferability
- 6 Code Walkthrough: Setup & Model Mixing
- 7 Handling Documents: "Poor Man's RAG" with Attachments
- 8 Adapter Comparison: Improving Token Efficiency with BAML
- 9 Optimizers in Practice: Creating Datasets & Metrics
- 10 Complex Pipeline: Routing & Classifying Arbitrary Files
- 11 Advanced Use Case: PDF Boundary Detection via Visuals
- 12 Analyzing Optimization Results & The "DSPy Hub" Concept
- 13 Q&A: Handling Delayed Feedback & Online Learning
- 14 Conclusion
