vamseeachanta

dspy-dspy-philosophy

'Sub-skill of dspy: DSPy Philosophy.'

vamseeachanta 18 7 Actualitzat fa 5 mesos
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SKILL.md

DSPy Philosophy

DSPy Philosophy

DSPy treats prompts as programs rather than strings:

  1. Signatures define input/output specifications
  2. Modules implement reasoning patterns
  3. Optimizers automatically improve prompts
  4. Metrics evaluate performance
Traditional: "Write prompt" -> "Test" -> "Manually adjust" -> "Repeat"
DSPy:        "Define signature" -> "Compile with optimizer" -> "Deploy optimized prompt"