# frozen_string_literal: true require "enum_site_setting" module DiscourseAi module Configuration class LlmEnumerator < ::EnumSiteSetting def self.global_usage rval = Hash.new { |h, k| h[k] = [] } if SiteSetting.ai_bot_enabled LlmModel .where("enabled_chat_bot = ?", true) .pluck(:id) .each { |llm_id| rval[llm_id] << { type: :ai_bot } } end # this is unconditional, so it is clear that we always signal configuration AiPersona .where("default_llm_id IS NOT NULL") .pluck(:default_llm_id, :name, :id) .each { |llm_id, name, id| rval[llm_id] << { type: :ai_persona, name: name, id: id } } if SiteSetting.ai_helper_enabled model_id = SiteSetting.ai_helper_model.split(":").last.to_i rval[model_id] << { type: :ai_helper } if model_id != 0 end if SiteSetting.ai_helper_image_caption_model model_id = SiteSetting.ai_helper_image_caption_model.split(":").last.to_i rval[model_id] << { type: :ai_helper_image_caption } if model_id != 0 end if SiteSetting.ai_summarization_enabled summarization_persona = AiPersona.find_by(id: SiteSetting.ai_summarization_persona) model_id = summarization_persona.default_llm_id || LlmModel.last&.id rval[model_id] << { type: :ai_summarization } end if SiteSetting.ai_embeddings_semantic_search_enabled model_id = SiteSetting.ai_embeddings_semantic_search_hyde_model.split(":").last.to_i rval[model_id] << { type: :ai_embeddings_semantic_search } end if SiteSetting.ai_spam_detection_enabled && AiModerationSetting.spam.present? model_id = AiModerationSetting.spam[:llm_model_id] rval[model_id] << { type: :ai_spam } end if defined?(DiscourseAutomation::Automation) DiscourseAutomation::Automation .joins(:fields) .where(script: %w[llm_report llm_triage]) .where("discourse_automation_fields.name = ?", "model") .pluck( "metadata ->> 'value', discourse_automation_automations.name, discourse_automation_automations.id", ) .each do |model_text, name, id| next if model_text.blank? model_id = model_text.split("custom:").last.to_i if model_id.present? if model_text =~ /custom:(\d+)/ rval[model_id] << { type: :automation, name: name, id: id } end end end end rval end def self.valid_value?(val) true end # returns an array of hashes (id: , name:, vision_enabled:) def self.values_for_serialization(allowed_seeded_llm_ids: nil) builder = DB.build(<<~SQL) SELECT id, display_name AS name, vision_enabled FROM llm_models /*where*/ SQL if allowed_seeded_llm_ids.is_a?(Array) && !allowed_seeded_llm_ids.empty? builder.where( "id > 0 OR id IN (:allowed_seeded_llm_ids)", allowed_seeded_llm_ids: allowed_seeded_llm_ids, ) else builder.where("id > 0") end builder.query_hash.map(&:symbolize_keys) end def self.values(allowed_seeded_llms: nil) values = DB.query_hash(<<~SQL).map(&:symbolize_keys) SELECT display_name AS name, id AS value FROM llm_models SQL if allowed_seeded_llms.is_a?(Array) values = values.filter do |value_h| value_h[:value] > 0 || allowed_seeded_llms.include?("#{value_h[:value]}") end end values.each { |value_h| value_h[:value] = "custom:#{value_h[:value]}" } values end end end end