Robust code generation combining grammars and LLMs

https://raku-advent.blog/2025/12/06/day-6-robust-code-generation-combining-grammars-and-llms/

by antononcube • 8 months ago

3 1 8 months ago

librasteve• 8 months ago

TL;DR

  - Combining grammars and LLMs produces robust translators.
  - Three translators with different faithfulness and coverage are demonstrated and used.
  - Two of the simplest, yet effective, combinations are implemented and  - demonstrated.
  - Parallel race and grammar-to-LLM fallback.
  - Asynchronous implementations with LLM-graphs are a very good fit!
  - Just look at the LLM-graph plots (and be done reading.)

Robust code generation combining grammars and LLMs

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