dspex

# Generated by SnakeBridge v0.13.0 - DO NOT EDIT MANUALLY
# Regenerate with: mix compile
# Library: dspy 3.1.2
# Python module: dspy.clients.lm

defmodule Dspy.Clients.Lm do
  @moduledoc """
  Submodule bindings for `dspy.clients.lm`.

  ## Version

  - Requested: 3.1.2
  - Observed at generation: 3.1.2

  ## Runtime Options

  All functions accept a `__runtime__` option for controlling execution behavior:

      Dspy.Clients.Lm.some_function(args, __runtime__: [timeout: 120_000])

  ### Supported runtime options

  - `:timeout` - Call timeout in milliseconds (default: 120,000ms / 2 minutes)
  - `:timeout_profile` - Use a named profile (`:default`, `:ml_inference`, `:batch_job`, `:streaming`)
  - `:stream_timeout` - Timeout for streaming operations (default: 1,800,000ms / 30 minutes)
  - `:session_id` - Override the session ID for this call
  - `:pool_name` - Target a specific Snakepit pool (multi-pool setups)
  - `:affinity` - Override session affinity (`:hint`, `:strict_queue`, `:strict_fail_fast`)

  ### Timeout Profiles

  - `:default` - 2 minute timeout for regular calls
  - `:ml_inference` - 10 minute timeout for ML/LLM workloads
  - `:batch_job` - Unlimited timeout for long-running jobs
  - `:streaming` - 2 minute timeout, 30 minute stream_timeout

  ### Example with timeout override

      # For a long-running ML inference call
      Dspy.Clients.Lm.predict(data, __runtime__: [timeout_profile: :ml_inference])

      # Or explicit timeout
      Dspy.Clients.Lm.predict(data, __runtime__: [timeout: 600_000])

      # Route to a pool and enforce strict affinity
      Dspy.Clients.Lm.predict(data, __runtime__: [pool_name: :strict_pool, affinity: :strict_queue])

  See `SnakeBridge.Defaults` for global timeout configuration.

  """

  @doc false
  def __snakebridge_python_name__, do: "dspy.clients.lm"
  @doc false
  def __snakebridge_library__, do: "dspy"

  @doc """
  Python binding for `dspy.clients.lm.alitellm_completion`.

  ## Parameters

  - `request` (%{optional(String.t()) => term()})
  - `num_retries` (integer())
  - `cache` (term() default: None)

  ## Returns

  - `term()`
  """
  @spec alitellm_completion(%{optional(String.t()) => term()}, integer()) ::
          {:ok, term()} | {:error, Snakepit.Error.t()}
  @spec alitellm_completion(%{optional(String.t()) => term()}, integer(), keyword()) ::
          {:ok, term()} | {:error, Snakepit.Error.t()}
  @spec alitellm_completion(%{optional(String.t()) => term()}, integer(), term()) ::
          {:ok, term()} | {:error, Snakepit.Error.t()}
  @spec alitellm_completion(%{optional(String.t()) => term()}, integer(), term(), keyword()) ::
          {:ok, term()} | {:error, Snakepit.Error.t()}
  def alitellm_completion(request, num_retries) do
    SnakeBridge.Runtime.call(__MODULE__, :alitellm_completion, [request, num_retries], [])
  end

  def alitellm_completion(request, num_retries, opts)
      when is_list(opts) and
             (opts == [] or
                (is_tuple(hd(opts)) and tuple_size(hd(opts)) == 2 and is_atom(elem(hd(opts), 0)))) do
    SnakeBridge.Runtime.call(__MODULE__, :alitellm_completion, [request, num_retries], opts)
  end

  def alitellm_completion(request, num_retries, cache) do
    SnakeBridge.Runtime.call(__MODULE__, :alitellm_completion, [request, num_retries, cache], [])
  end

  def alitellm_completion(request, num_retries, cache, opts)
      when is_list(opts) and
             (opts == [] or
                (is_tuple(hd(opts)) and tuple_size(hd(opts)) == 2 and is_atom(elem(hd(opts), 0)))) do
    SnakeBridge.Runtime.call(
      __MODULE__,
      :alitellm_completion,
      [request, num_retries, cache],
      opts
    )
  end

  @doc """
  Python binding for `dspy.clients.lm.alitellm_responses_completion`.

  ## Parameters

  - `request` (%{optional(String.t()) => term()})
  - `num_retries` (integer())
  - `cache` (term() default: None)

  ## Returns

  - `term()`
  """
  @spec alitellm_responses_completion(%{optional(String.t()) => term()}, integer()) ::
          {:ok, term()} | {:error, Snakepit.Error.t()}
  @spec alitellm_responses_completion(%{optional(String.t()) => term()}, integer(), keyword()) ::
          {:ok, term()} | {:error, Snakepit.Error.t()}
  @spec alitellm_responses_completion(%{optional(String.t()) => term()}, integer(), term()) ::
          {:ok, term()} | {:error, Snakepit.Error.t()}
  @spec alitellm_responses_completion(
          %{optional(String.t()) => term()},
          integer(),
          term(),
          keyword()
        ) :: {:ok, term()} | {:error, Snakepit.Error.t()}
  def alitellm_responses_completion(request, num_retries) do
    SnakeBridge.Runtime.call(
      __MODULE__,
      :alitellm_responses_completion,
      [request, num_retries],
      []
    )
  end

  def alitellm_responses_completion(request, num_retries, opts)
      when is_list(opts) and
             (opts == [] or
                (is_tuple(hd(opts)) and tuple_size(hd(opts)) == 2 and is_atom(elem(hd(opts), 0)))) do
    SnakeBridge.Runtime.call(
      __MODULE__,
      :alitellm_responses_completion,
      [request, num_retries],
      opts
    )
  end

  def alitellm_responses_completion(request, num_retries, cache) do
    SnakeBridge.Runtime.call(
      __MODULE__,
      :alitellm_responses_completion,
      [request, num_retries, cache],
      []
    )
  end

  def alitellm_responses_completion(request, num_retries, cache, opts)
      when is_list(opts) and
             (opts == [] or
                (is_tuple(hd(opts)) and tuple_size(hd(opts)) == 2 and is_atom(elem(hd(opts), 0)))) do
    SnakeBridge.Runtime.call(
      __MODULE__,
      :alitellm_responses_completion,
      [request, num_retries, cache],
      opts
    )
  end

  @doc """
  Python binding for `dspy.clients.lm.alitellm_text_completion`.

  ## Parameters

  - `request` (%{optional(String.t()) => term()})
  - `num_retries` (integer())
  - `cache` (term() default: None)

  ## Returns

  - `term()`
  """
  @spec alitellm_text_completion(%{optional(String.t()) => term()}, integer()) ::
          {:ok, term()} | {:error, Snakepit.Error.t()}
  @spec alitellm_text_completion(%{optional(String.t()) => term()}, integer(), keyword()) ::
          {:ok, term()} | {:error, Snakepit.Error.t()}
  @spec alitellm_text_completion(%{optional(String.t()) => term()}, integer(), term()) ::
          {:ok, term()} | {:error, Snakepit.Error.t()}
  @spec alitellm_text_completion(%{optional(String.t()) => term()}, integer(), term(), keyword()) ::
          {:ok, term()} | {:error, Snakepit.Error.t()}
  def alitellm_text_completion(request, num_retries) do
    SnakeBridge.Runtime.call(__MODULE__, :alitellm_text_completion, [request, num_retries], [])
  end

  def alitellm_text_completion(request, num_retries, opts)
      when is_list(opts) and
             (opts == [] or
                (is_tuple(hd(opts)) and tuple_size(hd(opts)) == 2 and is_atom(elem(hd(opts), 0)))) do
    SnakeBridge.Runtime.call(__MODULE__, :alitellm_text_completion, [request, num_retries], opts)
  end

  def alitellm_text_completion(request, num_retries, cache) do
    SnakeBridge.Runtime.call(
      __MODULE__,
      :alitellm_text_completion,
      [request, num_retries, cache],
      []
    )
  end

  def alitellm_text_completion(request, num_retries, cache, opts)
      when is_list(opts) and
             (opts == [] or
                (is_tuple(hd(opts)) and tuple_size(hd(opts)) == 2 and is_atom(elem(hd(opts), 0)))) do
    SnakeBridge.Runtime.call(
      __MODULE__,
      :alitellm_text_completion,
      [request, num_retries, cache],
      opts
    )
  end

  @doc """
  Python binding for `dspy.clients.lm.litellm_completion`.

  ## Parameters

  - `request` (%{optional(String.t()) => term()})
  - `num_retries` (integer())
  - `cache` (term() default: None)

  ## Returns

  - `term()`
  """
  @spec litellm_completion(%{optional(String.t()) => term()}, integer()) ::
          {:ok, term()} | {:error, Snakepit.Error.t()}
  @spec litellm_completion(%{optional(String.t()) => term()}, integer(), keyword()) ::
          {:ok, term()} | {:error, Snakepit.Error.t()}
  @spec litellm_completion(%{optional(String.t()) => term()}, integer(), term()) ::
          {:ok, term()} | {:error, Snakepit.Error.t()}
  @spec litellm_completion(%{optional(String.t()) => term()}, integer(), term(), keyword()) ::
          {:ok, term()} | {:error, Snakepit.Error.t()}
  def litellm_completion(request, num_retries) do
    SnakeBridge.Runtime.call(__MODULE__, :litellm_completion, [request, num_retries], [])
  end

  def litellm_completion(request, num_retries, opts)
      when is_list(opts) and
             (opts == [] or
                (is_tuple(hd(opts)) and tuple_size(hd(opts)) == 2 and is_atom(elem(hd(opts), 0)))) do
    SnakeBridge.Runtime.call(__MODULE__, :litellm_completion, [request, num_retries], opts)
  end

  def litellm_completion(request, num_retries, cache) do
    SnakeBridge.Runtime.call(__MODULE__, :litellm_completion, [request, num_retries, cache], [])
  end

  def litellm_completion(request, num_retries, cache, opts)
      when is_list(opts) and
             (opts == [] or
                (is_tuple(hd(opts)) and tuple_size(hd(opts)) == 2 and is_atom(elem(hd(opts), 0)))) do
    SnakeBridge.Runtime.call(__MODULE__, :litellm_completion, [request, num_retries, cache], opts)
  end

  @doc """
  Python binding for `dspy.clients.lm.litellm_responses_completion`.

  ## Parameters

  - `request` (%{optional(String.t()) => term()})
  - `num_retries` (integer())
  - `cache` (term() default: None)

  ## Returns

  - `term()`
  """
  @spec litellm_responses_completion(%{optional(String.t()) => term()}, integer()) ::
          {:ok, term()} | {:error, Snakepit.Error.t()}
  @spec litellm_responses_completion(%{optional(String.t()) => term()}, integer(), keyword()) ::
          {:ok, term()} | {:error, Snakepit.Error.t()}
  @spec litellm_responses_completion(%{optional(String.t()) => term()}, integer(), term()) ::
          {:ok, term()} | {:error, Snakepit.Error.t()}
  @spec litellm_responses_completion(
          %{optional(String.t()) => term()},
          integer(),
          term(),
          keyword()
        ) :: {:ok, term()} | {:error, Snakepit.Error.t()}
  def litellm_responses_completion(request, num_retries) do
    SnakeBridge.Runtime.call(
      __MODULE__,
      :litellm_responses_completion,
      [request, num_retries],
      []
    )
  end

  def litellm_responses_completion(request, num_retries, opts)
      when is_list(opts) and
             (opts == [] or
                (is_tuple(hd(opts)) and tuple_size(hd(opts)) == 2 and is_atom(elem(hd(opts), 0)))) do
    SnakeBridge.Runtime.call(
      __MODULE__,
      :litellm_responses_completion,
      [request, num_retries],
      opts
    )
  end

  def litellm_responses_completion(request, num_retries, cache) do
    SnakeBridge.Runtime.call(
      __MODULE__,
      :litellm_responses_completion,
      [request, num_retries, cache],
      []
    )
  end

  def litellm_responses_completion(request, num_retries, cache, opts)
      when is_list(opts) and
             (opts == [] or
                (is_tuple(hd(opts)) and tuple_size(hd(opts)) == 2 and is_atom(elem(hd(opts), 0)))) do
    SnakeBridge.Runtime.call(
      __MODULE__,
      :litellm_responses_completion,
      [request, num_retries, cache],
      opts
    )
  end

  @doc """
  Python binding for `dspy.clients.lm.litellm_text_completion`.

  ## Parameters

  - `request` (%{optional(String.t()) => term()})
  - `num_retries` (integer())
  - `cache` (term() default: None)

  ## Returns

  - `term()`
  """
  @spec litellm_text_completion(%{optional(String.t()) => term()}, integer()) ::
          {:ok, term()} | {:error, Snakepit.Error.t()}
  @spec litellm_text_completion(%{optional(String.t()) => term()}, integer(), keyword()) ::
          {:ok, term()} | {:error, Snakepit.Error.t()}
  @spec litellm_text_completion(%{optional(String.t()) => term()}, integer(), term()) ::
          {:ok, term()} | {:error, Snakepit.Error.t()}
  @spec litellm_text_completion(%{optional(String.t()) => term()}, integer(), term(), keyword()) ::
          {:ok, term()} | {:error, Snakepit.Error.t()}
  def litellm_text_completion(request, num_retries) do
    SnakeBridge.Runtime.call(__MODULE__, :litellm_text_completion, [request, num_retries], [])
  end

  def litellm_text_completion(request, num_retries, opts)
      when is_list(opts) and
             (opts == [] or
                (is_tuple(hd(opts)) and tuple_size(hd(opts)) == 2 and is_atom(elem(hd(opts), 0)))) do
    SnakeBridge.Runtime.call(__MODULE__, :litellm_text_completion, [request, num_retries], opts)
  end

  def litellm_text_completion(request, num_retries, cache) do
    SnakeBridge.Runtime.call(
      __MODULE__,
      :litellm_text_completion,
      [request, num_retries, cache],
      []
    )
  end

  def litellm_text_completion(request, num_retries, cache, opts)
      when is_list(opts) and
             (opts == [] or
                (is_tuple(hd(opts)) and tuple_size(hd(opts)) == 2 and is_atom(elem(hd(opts), 0)))) do
    SnakeBridge.Runtime.call(
      __MODULE__,
      :litellm_text_completion,
      [request, num_retries, cache],
      opts
    )
  end
end