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Cyclium is a framework for building and orchestrating long-running, stateful processes ("actors") in Elixir.

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cyclium lib cyclium synthesizer.ex
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lib/cyclium/synthesizer.ex 

defmodule Cyclium.Synthesizer do

  @moduledoc """

  Behaviour for LLM synthesis integration.

  The consuming app provides the implementation.

  """



  @callback synthesize(prompt_ctx :: map(), episode_ctx :: map()) ::

              {:ok, result :: map()}

              | {:error, error_class :: atom(), detail :: term()}



  @callback estimate_tokens(prompt_ctx :: map()) :: non_neg_integer()

end