modules

Complete guide to DSPy's built-in modules for language model programming.

Skills
AI research
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Install (Claude Code)

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Content

# DSPy Modules

Complete guide to DSPy's built-in modules for language model programming.

## Module Basics

DSPy modules are composable building blocks inspired by PyTorch's NN modules:
- Have learnable parameters (prompts, few-shot examples)
- Can be composed using Python control flow
- Generalized to handle any signature
- Optimizable with DSPy optimizers

### Base Module Pattern

```python
import dspy

class CustomModule(dspy.Module):
    def __init__(self):
        super().__init__()
        # Initialize sub-modules
        self.predictor = dspy.Predict("input -> output")

    def forward

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