@callback generate(prompt :: String.t(), opts :: keyword()) ::
  {:ok, map()} | {:error, term()}

Generate a response from the AI provider.

Parameters

• prompt: The input prompt string
• opts: Keyword list of options (model, token_budget, etc.)

Returns

• {:ok, response_map} on success
• {:error, reason} on failure