sure/app/models/assistant/builtin.rb

class Assistant::Builtin < Assistant::Base
  include Assistant::Provided
  include Assistant::Configurable

  attr_reader :instructions

  class << self
    def for_chat(chat)
      config = config_for(chat)
      new(chat, instructions: config[:instructions], functions: config[:functions])
    end
  end

  def initialize(chat, instructions: nil, functions: [])
    super(chat)
    @instructions = instructions
    @functions = functions
  end

  def respond_to(message)
    assistant_message = AssistantMessage.new(
      chat: chat,
      content: "",
      ai_model: message.ai_model
    )

    llm_provider = get_model_provider(message.ai_model)
    unless llm_provider
      raise StandardError, build_no_provider_error_message(message.ai_model)
    end

    responder = Assistant::Responder.new(
      message: message,
      instructions: instructions,
      function_tool_caller: function_tool_caller,
      llm: llm_provider
    )

    latest_response_id = chat.latest_assistant_response_id

    responder.on(:output_text) do |text|
      if assistant_message.content.blank?
        stop_thinking
        Chat.transaction do
          assistant_message.append_text!(text)
          chat.update_latest_response!(latest_response_id)
        end
      else
        assistant_message.append_text!(text)
      end
    end

    responder.on(:response) do |data|
      update_thinking("Analyzing your data...")
      if data[:function_tool_calls].present?
        assistant_message.tool_calls = data[:function_tool_calls]
        latest_response_id = data[:id]
      else
        chat.update_latest_response!(data[:id])
      end
    end

    responder.respond(previous_response_id: latest_response_id)
  rescue => e
    stop_thinking
    # If we streamed any partial content before the error, the message was
    # persisted with the default `complete` status. Demote it to `failed` so
    # `Assistant::Responder#conversation_history` won't feed a broken turn
    # back into future prompts.
    if assistant_message&.persisted?
      assistant_message.update_columns(status: "failed")
    end
    chat.add_error(e)
  end

  private

    attr_reader :functions

    def function_tool_caller
      @function_tool_caller ||= Assistant::FunctionToolCaller.new(
        functions.map { |fn| fn.new(chat.user) }
      )
    end

    def build_no_provider_error_message(requested_model)
      available_providers = registry.providers
      if available_providers.empty?
        "No LLM provider configured that supports model '#{requested_model}'. " \
          "Please configure an LLM provider (e.g., OpenAI) in settings."
      else
        provider_details = available_providers.map do |provider|
          "  - #{provider.provider_name}: #{provider.supported_models_description}"
        end.join("\n")
        "No LLM provider configured that supports model '#{requested_model}'.\n\n" \
          "Available providers:\n#{provider_details}\n\n" \
          "Please either:\n" \
          "  1. Use a supported model from the list above, or\n" \
          "  2. Configure a provider that supports '#{requested_model}' in settings."
      end
    end
end