DSPy Bootstrap Few-Shot Optimizer

Goal

Automatically generate and select optimal few-shot demonstrations for your DSPy program using a teacher model.

When to Use

• You have 10-50 labeled examples
• Manual example selection is tedious or suboptimal
• You want demonstrations with reasoning traces
• Quick optimization without extensive compute

Related Skills

• For more data (200+ examples): dspy-miprov2-optimizer
• For agentic systems: dspy-gepa-reflective
• Measure improvements: dspy-evaluation-suite