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A transpiler from stateful imperative workflows to declarative DSPy programs

2 starsPython

Dspyer – self-correcting, optimizable LLM steps for DSPy and LangGraph

by ramkm·Jun 24, 2026·2 points·0 comments

AI Analysis

●●SolidBig BrainNiche Gem

Write normal Python functions, get DSPy optimization without learning DSPy's signature syntax.

Strengths
  • Transpiles standard Python to dspy.Module, avoiding vendor lock-in completely
  • Failed Pydantic validation auto-generates feedback and re-queries the model
  • Successful self-corrections logged as input/output pairs for dataset flywheel
Weaknesses
  • DSPy itself is niche, limiting the potential audience for this wrapper
  • Only 2 stars and 0 forks suggests minimal community adoption so far
Category
Target Audience

Python developers building LLM agents with DSPy or LangGraph

Similar To

DSPy · LangGraph · guidance

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