# Generated by SnakeBridge v0.12.0 - DO NOT EDIT MANUALLY
# Regenerate with: mix compile
# Library: dspy 3.1.2
# Python module: dspy.predict
# Python class: RLM

defmodule Dspy.Predict.RLMClass do
  def __snakebridge_python_name__, do: "dspy.predict"
  def __snakebridge_python_class__, do: "RLM"
  def __snakebridge_library__, do: "dspy"
  @opaque t :: SnakeBridge.Ref.t()

  @spec new(term(), term(), term(), term(), term(), term(), term(), term(), keyword()) ::
          {:ok, SnakeBridge.Ref.t()} | {:error, Snakepit.Error.t()}
  def new(
        signature,
        max_iterations,
        max_llm_calls,
        max_output_chars,
        verbose,
        tools,
        sub_lm,
        interpreter,
        opts \\ []
      ) do
    SnakeBridge.Runtime.call_class(
      __MODULE__,
      :__init__,
      [
        signature,
        max_iterations,
        max_llm_calls,
        max_output_chars,
        verbose,
        tools,
        sub_lm,
        interpreter
      ],
      opts
    )
  end

  @spec load(SnakeBridge.Ref.t(), term(), list(term()), keyword()) ::
          {:ok, term()} | {:error, Snakepit.Error.t()}
  def load(ref, path, args, opts \\ []) do
    {args, opts} = SnakeBridge.Runtime.normalize_args_opts(args, opts)
    SnakeBridge.Runtime.call_method(ref, :load, [path] ++ List.wrap(args), opts)
  end

  @spec deepcopy(SnakeBridge.Ref.t(), keyword()) :: {:ok, term()} | {:error, Snakepit.Error.t()}
  def deepcopy(ref, opts \\ []) do
    SnakeBridge.Runtime.call_method(ref, :deepcopy, [], opts)
  end

  @spec _set_lm_usage(SnakeBridge.Ref.t(), %{optional(String.t()) => term()}, term(), keyword()) ::
          {:ok, term()} | {:error, Snakepit.Error.t()}
  def _set_lm_usage(ref, tokens, output, opts \\ []) do
    SnakeBridge.Runtime.call_method(ref, :_set_lm_usage, [tokens, output], opts)
  end

  @spec _build_variables(SnakeBridge.Ref.t(), keyword()) ::
          {:ok, list(Dspy.Primitives.ReplTypes.REPLVariable.t())} | {:error, Snakepit.Error.t()}
  def _build_variables(ref, opts \\ []) do
    SnakeBridge.Runtime.call_method(ref, :_build_variables, [], opts)
  end

  @spec save(SnakeBridge.Ref.t(), term(), list(term()), keyword()) ::
          {:ok, term()} | {:error, Snakepit.Error.t()}
  def save(ref, path, args, opts \\ []) do
    {args, opts} = SnakeBridge.Runtime.normalize_args_opts(args, opts)
    SnakeBridge.Runtime.call_method(ref, :save, [path] ++ List.wrap(args), opts)
  end

  @spec batch(SnakeBridge.Ref.t(), list(Dspy.Primitives.Example.t()), list(term()), keyword()) ::
          {:ok, term()} | {:error, Snakepit.Error.t()}
  def batch(ref, examples, args, opts \\ []) do
    {args, opts} = SnakeBridge.Runtime.normalize_args_opts(args, opts)
    SnakeBridge.Runtime.call_method(ref, :batch, [examples] ++ List.wrap(args), opts)
  end

  @spec aforward(SnakeBridge.Ref.t(), keyword()) ::
          {:ok, Dspy.Primitives.Prediction.t()} | {:error, Snakepit.Error.t()}
  def aforward(ref, opts \\ []) do
    SnakeBridge.Runtime.call_method(ref, :aforward, [], opts)
  end

  @spec _get_output_fields_info(SnakeBridge.Ref.t(), keyword()) ::
          {:ok, list(%{optional(term()) => term()})} | {:error, Snakepit.Error.t()}
  def _get_output_fields_info(ref, opts \\ []) do
    SnakeBridge.Runtime.call_method(ref, :_get_output_fields_info, [], opts)
  end

  @spec _validate_tools(SnakeBridge.Ref.t(), %{optional(String.t()) => term()}, keyword()) ::
          {:ok, nil} | {:error, Snakepit.Error.t()}
  def _validate_tools(ref, tools, opts \\ []) do
    SnakeBridge.Runtime.call_method(ref, :_validate_tools, [tools], opts)
  end

  @spec get_lm(SnakeBridge.Ref.t(), keyword()) :: {:ok, term()} | {:error, Snakepit.Error.t()}
  def get_lm(ref, opts \\ []) do
    SnakeBridge.Runtime.call_method(ref, :get_lm, [], opts)
  end

  @spec _process_execution_result(
          SnakeBridge.Ref.t(),
          term(),
          term(),
          Dspy.Primitives.ReplTypes.REPLHistory.t(),
          list(String.t()),
          keyword()
        ) :: {:ok, term()} | {:error, Snakepit.Error.t()}
  def _process_execution_result(ref, pred, result, history, output_field_names, opts \\ []) do
    SnakeBridge.Runtime.call_method(
      ref,
      :_process_execution_result,
      [pred, result, history, output_field_names],
      opts
    )
  end

  @spec dump_state(SnakeBridge.Ref.t(), list(term()), keyword()) ::
          {:ok, term()} | {:error, Snakepit.Error.t()}
  def dump_state(ref, args, opts \\ []) do
    {args, opts} = SnakeBridge.Runtime.normalize_args_opts(args, opts)
    SnakeBridge.Runtime.call_method(ref, :dump_state, [] ++ List.wrap(args), opts)
  end

  @spec _prepare_execution_tools(SnakeBridge.Ref.t(), keyword()) ::
          {:ok, %{optional(String.t()) => term()}} | {:error, Snakepit.Error.t()}
  def _prepare_execution_tools(ref, opts \\ []) do
    SnakeBridge.Runtime.call_method(ref, :_prepare_execution_tools, [], opts)
  end

  @spec _format_tool_docs(SnakeBridge.Ref.t(), %{optional(String.t()) => term()}, keyword()) ::
          {:ok, String.t()} | {:error, Snakepit.Error.t()}
  def _format_tool_docs(ref, tools, opts \\ []) do
    SnakeBridge.Runtime.call_method(ref, :_format_tool_docs, [tools], opts)
  end

  @spec load_state(SnakeBridge.Ref.t(), term(), keyword()) ::
          {:ok, term()} | {:error, Snakepit.Error.t()}
  def load_state(ref, state, opts \\ []) do
    SnakeBridge.Runtime.call_method(ref, :load_state, [state], opts)
  end

  @spec predictors(SnakeBridge.Ref.t(), keyword()) :: {:ok, term()} | {:error, Snakepit.Error.t()}
  def predictors(ref, opts \\ []) do
    SnakeBridge.Runtime.call_method(ref, :predictors, [], opts)
  end

  @spec _validate_inputs(SnakeBridge.Ref.t(), %{optional(String.t()) => term()}, keyword()) ::
          {:ok, nil} | {:error, Snakepit.Error.t()}
  def _validate_inputs(ref, input_args, opts \\ []) do
    SnakeBridge.Runtime.call_method(ref, :_validate_inputs, [input_args], opts)
  end

  @spec _aexecute_iteration(
          SnakeBridge.Ref.t(),
          Dspy.Primitives.CodeInterpreter.t(),
          list(Dspy.Primitives.ReplTypes.REPLVariable.t()),
          Dspy.Primitives.ReplTypes.REPLHistory.t(),
          integer(),
          %{optional(String.t()) => term()},
          list(String.t()),
          keyword()
        ) :: {:ok, term()} | {:error, Snakepit.Error.t()}
  def _aexecute_iteration(
        ref,
        repl,
        variables,
        history,
        iteration,
        input_args,
        output_field_names,
        opts \\ []
      ) do
    SnakeBridge.Runtime.call_method(
      ref,
      :_aexecute_iteration,
      [repl, variables, history, iteration, input_args, output_field_names],
      opts
    )
  end

  @spec _inject_execution_context(
          SnakeBridge.Ref.t(),
          Dspy.Primitives.CodeInterpreter.t(),
          %{optional(String.t()) => term()},
          keyword()
        ) :: {:ok, nil} | {:error, Snakepit.Error.t()}
  def _inject_execution_context(ref, interpreter, execution_tools, opts \\ []) do
    SnakeBridge.Runtime.call_method(
      ref,
      :_inject_execution_context,
      [interpreter, execution_tools],
      opts
    )
  end

  @spec _make_llm_tools(SnakeBridge.Ref.t(), list(term()), keyword()) ::
          {:ok, %{optional(String.t()) => term()}} | {:error, Snakepit.Error.t()}
  def _make_llm_tools(ref, args, opts \\ []) do
    {args, opts} = SnakeBridge.Runtime.normalize_args_opts(args, opts)
    SnakeBridge.Runtime.call_method(ref, :_make_llm_tools, [] ++ List.wrap(args), opts)
  end

  @spec _interpreter_context(SnakeBridge.Ref.t(), %{optional(String.t()) => term()}, keyword()) ::
          {:ok, term()} | {:error, Snakepit.Error.t()}
  def _interpreter_context(ref, execution_tools, opts \\ []) do
    SnakeBridge.Runtime.call_method(ref, :_interpreter_context, [execution_tools], opts)
  end

  @spec set_lm(SnakeBridge.Ref.t(), term(), keyword()) ::
          {:ok, term()} | {:error, Snakepit.Error.t()}
  def set_lm(ref, lm, opts \\ []) do
    SnakeBridge.Runtime.call_method(ref, :set_lm, [lm], opts)
  end

  @spec inspect_history(SnakeBridge.Ref.t(), list(term()), keyword()) ::
          {:ok, term()} | {:error, Snakepit.Error.t()}
  def inspect_history(ref, args, opts \\ []) do
    {args, opts} = SnakeBridge.Runtime.normalize_args_opts(args, opts)
    SnakeBridge.Runtime.call_method(ref, :inspect_history, [] ++ List.wrap(args), opts)
  end

  @spec _format_output(SnakeBridge.Ref.t(), String.t(), keyword()) ::
          {:ok, String.t()} | {:error, Snakepit.Error.t()}
  def _format_output(ref, output, opts \\ []) do
    SnakeBridge.Runtime.call_method(ref, :_format_output, [output], opts)
  end

  @spec named_parameters(SnakeBridge.Ref.t(), keyword()) ::
          {:ok, term()} | {:error, Snakepit.Error.t()}
  def named_parameters(ref, opts \\ []) do
    SnakeBridge.Runtime.call_method(ref, :named_parameters, [], opts)
  end

  @spec reset_copy(SnakeBridge.Ref.t(), keyword()) :: {:ok, term()} | {:error, Snakepit.Error.t()}
  def reset_copy(ref, opts \\ []) do
    SnakeBridge.Runtime.call_method(ref, :reset_copy, [], opts)
  end

  @spec _base_init(SnakeBridge.Ref.t(), keyword()) :: {:ok, term()} | {:error, Snakepit.Error.t()}
  def _base_init(ref, opts \\ []) do
    SnakeBridge.Runtime.call_method(ref, :_base_init, [], opts)
  end

  @spec named_sub_modules(SnakeBridge.Ref.t(), list(term()), keyword()) ::
          {:ok, term()} | {:error, Snakepit.Error.t()}
  def named_sub_modules(ref, args, opts \\ []) do
    {args, opts} = SnakeBridge.Runtime.normalize_args_opts(args, opts)
    SnakeBridge.Runtime.call_method(ref, :named_sub_modules, [] ++ List.wrap(args), opts)
  end

  @spec _extract_fallback(
          SnakeBridge.Ref.t(),
          list(Dspy.Primitives.ReplTypes.REPLVariable.t()),
          Dspy.Primitives.ReplTypes.REPLHistory.t(),
          list(String.t()),
          keyword()
        ) :: {:ok, Dspy.Primitives.Prediction.t()} | {:error, Snakepit.Error.t()}
  def _extract_fallback(ref, variables, history, output_field_names, opts \\ []) do
    SnakeBridge.Runtime.call_method(
      ref,
      :_extract_fallback,
      [variables, history, output_field_names],
      opts
    )
  end

  @spec _build_signatures(SnakeBridge.Ref.t(), keyword()) ::
          {:ok, term()} | {:error, Snakepit.Error.t()}
  def _build_signatures(ref, opts \\ []) do
    SnakeBridge.Runtime.call_method(ref, :_build_signatures, [], opts)
  end

  @spec _execute_iteration(
          SnakeBridge.Ref.t(),
          Dspy.Primitives.CodeInterpreter.t(),
          list(Dspy.Primitives.ReplTypes.REPLVariable.t()),
          Dspy.Primitives.ReplTypes.REPLHistory.t(),
          integer(),
          %{optional(String.t()) => term()},
          list(String.t()),
          keyword()
        ) :: {:ok, term()} | {:error, Snakepit.Error.t()}
  def _execute_iteration(
        ref,
        repl,
        variables,
        history,
        iteration,
        input_args,
        output_field_names,
        opts \\ []
      ) do
    SnakeBridge.Runtime.call_method(
      ref,
      :_execute_iteration,
      [repl, variables, history, iteration, input_args, output_field_names],
      opts
    )
  end

  @spec forward(SnakeBridge.Ref.t(), keyword()) ::
          {:ok, Dspy.Primitives.Prediction.t()} | {:error, Snakepit.Error.t()}
  def forward(ref, opts \\ []) do
    SnakeBridge.Runtime.call_method(ref, :forward, [], opts)
  end

  @spec _aextract_fallback(
          SnakeBridge.Ref.t(),
          list(Dspy.Primitives.ReplTypes.REPLVariable.t()),
          Dspy.Primitives.ReplTypes.REPLHistory.t(),
          list(String.t()),
          keyword()
        ) :: {:ok, Dspy.Primitives.Prediction.t()} | {:error, Snakepit.Error.t()}
  def _aextract_fallback(ref, variables, history, output_field_names, opts \\ []) do
    SnakeBridge.Runtime.call_method(
      ref,
      :_aextract_fallback,
      [variables, history, output_field_names],
      opts
    )
  end

  @spec acall(SnakeBridge.Ref.t(), list(term()), keyword()) ::
          {:ok, Dspy.Primitives.Prediction.t()} | {:error, Snakepit.Error.t()}
  def acall(ref, args, opts \\ []) do
    {args, opts} = SnakeBridge.Runtime.normalize_args_opts(args, opts)
    SnakeBridge.Runtime.call_method(ref, :acall, [] ++ List.wrap(args), opts)
  end

  @spec named_predictors(SnakeBridge.Ref.t(), keyword()) ::
          {:ok, term()} | {:error, Snakepit.Error.t()}
  def named_predictors(ref, opts \\ []) do
    SnakeBridge.Runtime.call_method(ref, :named_predictors, [], opts)
  end

  @spec _process_final_output(
          SnakeBridge.Ref.t(),
          Dspy.Primitives.CodeInterpreter.FinalOutput.t(),
          list(String.t()),
          keyword()
        ) :: {:ok, {term(), term()}} | {:error, Snakepit.Error.t()}
  def _process_final_output(ref, result, output_field_names, opts \\ []) do
    SnakeBridge.Runtime.call_method(
      ref,
      :_process_final_output,
      [result, output_field_names],
      opts
    )
  end

  @spec parameters(SnakeBridge.Ref.t(), keyword()) :: {:ok, term()} | {:error, Snakepit.Error.t()}
  def parameters(ref, opts \\ []) do
    SnakeBridge.Runtime.call_method(ref, :parameters, [], opts)
  end

  @spec map_named_predictors(SnakeBridge.Ref.t(), term(), keyword()) ::
          {:ok, term()} | {:error, Snakepit.Error.t()}
  def map_named_predictors(ref, func, opts \\ []) do
    SnakeBridge.Runtime.call_method(ref, :map_named_predictors, [func], opts)
  end

  @spec _reserved_tool_names(SnakeBridge.Ref.t()) :: {:ok, term()} | {:error, Snakepit.Error.t()}
  def _reserved_tool_names(ref) do
    SnakeBridge.Runtime.get_attr(ref, :_RESERVED_TOOL_NAMES)
  end

  @spec tools(SnakeBridge.Ref.t()) :: {:ok, term()} | {:error, Snakepit.Error.t()}
  def tools(ref) do
    SnakeBridge.Runtime.get_attr(ref, :tools)
  end
end