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Imp ports DSPy-style language-model programs to the BEAM

github.com 5 min read Editor score 7/10

Imp brings typed signatures, optimizers, agent loops and retrieval to Elixir, with agents running as supervised OTP processes. It gives engineers a framework for combining measured LLM steps with BEAM concurrency and fault handling.

What: - Imp ports DSPy-style, declarative language-model programs to Elixir on the BEAM.
How: - Signatures define typed inputs and outputs; optimizers use labeled examples to score and improve programs, while OTP agents run as supervised processes.
Why it matters: - Engineers can measure and improve language-model steps and agents within applications built for OTP reliability and concurrency.

GEPA uses training and validation examples to improve a language-model program. Sketched from the article's own text.

Read on github.com → Hacker News · 7 comments

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