# frozen_string_literal: true module DiscourseAi module Admin class AiLlmsController < ::Admin::AdminController requires_plugin ::DiscourseAi::PLUGIN_NAME def index llms = LlmModel.all.includes(:llm_quotas).order(:display_name) render json: { ai_llms: ActiveModel::ArraySerializer.new( llms, each_serializer: LlmModelSerializer, root: false, scope: { llm_usage: DiscourseAi::Configuration::LlmEnumerator.global_usage, }, ).as_json, meta: { provider_params: LlmModel.provider_params, presets: DiscourseAi::Completions::Llm.presets, providers: DiscourseAi::Completions::Llm.provider_names, tokenizers: DiscourseAi::Completions::Llm.tokenizer_names.map { |tn| { id: tn, name: tn.split("::").last } }, }, } end def new end def edit llm_model = LlmModel.find(params[:id]) render json: LlmModelSerializer.new(llm_model) end def create llm_model = LlmModel.new(ai_llm_params) # we could do nested attributes but the mechanics are not ideal leading # to lots of complex debugging, this is simpler quota_params.each { |quota| llm_model.llm_quotas.build(quota) } if quota_params if llm_model.save llm_model.toggle_companion_user render json: LlmModelSerializer.new(llm_model), status: :created else render_json_error llm_model end end def update llm_model = LlmModel.find(params[:id]) if params[:ai_llm].key?(:llm_quotas) if quota_params existing_quota_group_ids = llm_model.llm_quotas.pluck(:group_id) new_quota_group_ids = quota_params.map { |q| q[:group_id] } llm_model .llm_quotas .where(group_id: existing_quota_group_ids - new_quota_group_ids) .destroy_all quota_params.each do |quota_param| quota = llm_model.llm_quotas.find_or_initialize_by(group_id: quota_param[:group_id]) quota.update!(quota_param) end else llm_model.llm_quotas.destroy_all end end if llm_model.seeded? return render_json_error(I18n.t("discourse_ai.llm.cannot_edit_builtin"), status: 403) end if llm_model.update(ai_llm_params(updating: llm_model)) llm_model.toggle_companion_user render json: LlmModelSerializer.new(llm_model) else render_json_error llm_model end end def destroy llm_model = LlmModel.find(params[:id]) if llm_model.seeded? return render_json_error(I18n.t("discourse_ai.llm.cannot_delete_builtin"), status: 403) end in_use_by = DiscourseAi::Configuration::LlmValidator.new.modules_using(llm_model) if !in_use_by.empty? return( render_json_error( I18n.t( "discourse_ai.llm.delete_failed", settings: in_use_by.join(", "), count: in_use_by.length, ), status: 409, ) ) end # Clean up companion users llm_model.enabled_chat_bot = false llm_model.toggle_companion_user if llm_model.destroy head :no_content else render_json_error llm_model end end def test RateLimiter.new(current_user, "llm_test_#{current_user.id}", 3, 1.minute).performed! llm_model = LlmModel.new(ai_llm_params) DiscourseAi::Configuration::LlmValidator.new.run_test(llm_model) render json: { success: true } rescue DiscourseAi::Completions::Endpoints::Base::CompletionFailed => e render json: { success: false, error: e.message } end private def quota_params if params[:ai_llm][:llm_quotas].present? params[:ai_llm][:llm_quotas].map do |quota| mapped = {} mapped[:group_id] = quota[:group_id].to_i mapped[:max_tokens] = quota[:max_tokens].to_i if quota[:max_tokens].present? mapped[:max_usages] = quota[:max_usages].to_i if quota[:max_usages].present? mapped[:duration_seconds] = quota[:duration_seconds].to_i mapped end end end def ai_llm_params(updating: nil) return {} if params[:ai_llm].blank? permitted = params.require(:ai_llm).permit( :display_name, :name, :provider, :tokenizer, :max_prompt_tokens, :max_output_tokens, :api_key, :enabled_chat_bot, :vision_enabled, :input_cost, :cached_input_cost, :output_cost, ) provider = updating ? updating.provider : permitted[:provider] permit_url = provider != LlmModel::BEDROCK_PROVIDER_NAME new_url = params.dig(:ai_llm, :url) permitted[:url] = new_url if permit_url && new_url extra_field_names = LlmModel.provider_params.dig(provider&.to_sym) if extra_field_names.present? received_prov_params = params.dig(:ai_llm, :provider_params)&.slice(*extra_field_names.keys) if received_prov_params.present? received_prov_params.each do |pname, value| if extra_field_names[pname.to_sym] == :checkbox received_prov_params[pname] = ActiveModel::Type::Boolean.new.cast(value) end end permitted[:provider_params] = received_prov_params.permit! end end permitted end end end end