DSPy Advanced Module Composition

Goal

Compose complex DSPy programs using the Ensemble optimizer, MultiChainComparison for reasoning synthesis, and sequential module patterns.

When to Use

• Need consensus from multiple approaches
• Comparing different reasoning strategies
• Building robust pipelines with fallbacks
• Complex multi-step workflows with branching
• Ensemble methods for improved accuracy

Related Skills

• Design modules: dspy-custom-module-design
• Define signatures: dspy-signature-designer
• Evaluate performance: dspy-evaluation-suite