# frozen_string_literal: true class AiPersona < ActiveRecord::Base # places a hard limit, so per site we cache a maximum of 500 classes MAX_PERSONAS_PER_SITE = 500 validates :name, presence: true, uniqueness: true, length: { maximum: 100 } validates :description, presence: true, length: { maximum: 2000 } validates :system_prompt, presence: true, length: { maximum: 10_000_000 } validate :system_persona_unchangeable, on: :update, if: :system validates :max_context_posts, numericality: { greater_than: 0 }, allow_nil: true belongs_to :created_by, class_name: "User" belongs_to :user before_destroy :ensure_not_system class MultisiteHash def initialize(id) @hash = Hash.new { |h, k| h[k] = {} } @id = id MessageBus.subscribe(channel_name) { |message| @hash[message.data] = {} } end def channel_name "/multisite-hash-#{@id}" end def current_db RailsMultisite::ConnectionManagement.current_db end def [](key) @hash.dig(current_db, key) end def []=(key, val) @hash[current_db][key] = val end def flush! @hash[current_db] = {} MessageBus.publish(channel_name, current_db) end end def self.persona_cache @persona_cache ||= MultisiteHash.new("persona_cache") end scope :ordered, -> { order("priority DESC, lower(name) ASC") } def self.all_personas persona_cache[:value] ||= AiPersona .ordered .where(enabled: true) .all .limit(MAX_PERSONAS_PER_SITE) .map(&:class_instance) end def self.mentionables(user: nil) all_mentionables = persona_cache[:mentionable_usernames] ||= AiPersona .where(mentionable: true) .where(enabled: true) .joins(:user) .pluck("ai_personas.id, users.id, users.username_lower, allowed_group_ids, default_llm") .map do |id, user_id, username, allowed_group_ids, default_llm| { id: id, user_id: user_id, username: username, allowed_group_ids: allowed_group_ids, default_llm: default_llm, } end if user all_mentionables.select { |mentionable| user.in_any_groups?(mentionable[:allowed_group_ids]) } else all_mentionables end end after_commit :bump_cache def bump_cache self.class.persona_cache.flush! end def class_instance allowed_group_ids = self.allowed_group_ids id = self.id system = self.system user_id = self.user_id mentionable = self.mentionable default_llm = self.default_llm max_context_posts = self.max_context_posts persona_class = DiscourseAi::AiBot::Personas::Persona.system_personas_by_id[self.id] if persona_class persona_class.define_singleton_method :allowed_group_ids do allowed_group_ids end persona_class.define_singleton_method :id do id end persona_class.define_singleton_method :system do system end persona_class.define_singleton_method :user_id do user_id end persona_class.define_singleton_method :mentionable do mentionable end persona_class.define_singleton_method :default_llm do default_llm end persona_class.define_singleton_method :max_context_posts do max_context_posts end return persona_class end name = self.name description = self.description ai_persona_id = self.id options = {} tools = self.respond_to?(:commands) ? self.commands : self.tools tools = tools.filter_map do |element| inner_name = element current_options = nil if element.is_a?(Array) inner_name = element[0] current_options = element[1] end # Won't migrate data yet. Let's rewrite to the tool name. inner_name = inner_name.gsub("Command", "") inner_name = "List#{inner_name}" if %w[Categories Tags].include?(inner_name) begin klass = ("DiscourseAi::AiBot::Tools::#{inner_name}").constantize options[klass] = current_options if current_options klass rescue StandardError nil end end Class.new(DiscourseAi::AiBot::Personas::Persona) do define_singleton_method :id do id end define_singleton_method :name do name end define_singleton_method :user_id do user_id end define_singleton_method :description do description end define_singleton_method :system do system end define_singleton_method :allowed_group_ids do allowed_group_ids end define_singleton_method :user_id do user_id end define_singleton_method :mentionable do mentionable end define_singleton_method :default_llm do default_llm end define_singleton_method :max_context_posts do max_context_posts end define_singleton_method :to_s do "#" end define_singleton_method :inspect do "#" end define_method :initialize do |*args, **kwargs| @ai_persona = AiPersona.find_by(id: ai_persona_id) super(*args, **kwargs) end define_method :tools do tools end define_method :options do options end define_method :temperature do @ai_persona&.temperature end define_method :top_p do @ai_persona&.top_p end define_method :system_prompt do @ai_persona&.system_prompt || "You are a helpful bot." end end end FIRST_PERSONA_USER_ID = -1200 def create_user! raise "User already exists" if user_id && User.exists?(user_id) # find the first id smaller than FIRST_USER_ID that is not taken id = nil id = DB.query_single(<<~SQL, FIRST_PERSONA_USER_ID, FIRST_PERSONA_USER_ID - 200).first WITH seq AS ( SELECT generate_series(?, ?, -1) AS id ) SELECT seq.id FROM seq LEFT JOIN users ON users.id = seq.id WHERE users.id IS NULL ORDER BY seq.id DESC SQL id = DB.query_single(<<~SQL).first if id.nil? SELECT min(id) - 1 FROM users SQL # note .invalid is a reserved TLD which will route nowhere user = User.new( email: "#{SecureRandom.hex}@does-not-exist.invalid", name: name.titleize, username: UserNameSuggester.suggest(name + "_bot"), active: true, approved: true, trust_level: TrustLevel[4], id: id, ) user.save!(validate: false) update!(user_id: user.id) user end private def system_persona_unchangeable if top_p_changed? || temperature_changed? || system_prompt_changed? || commands_changed? || name_changed? || description_changed? errors.add(:base, I18n.t("discourse_ai.ai_bot.personas.cannot_edit_system_persona")) end end def ensure_not_system if system errors.add(:base, I18n.t("discourse_ai.ai_bot.personas.cannot_delete_system_persona")) throw :abort end end end # == Schema Information # # Table name: ai_personas # # id :bigint not null, primary key # name :string(100) not null # description :string(2000) not null # commands :json not null # system_prompt :string(10000000) not null # allowed_group_ids :integer default([]), not null, is an Array # created_by_id :integer # enabled :boolean default(TRUE), not null # created_at :datetime not null # updated_at :datetime not null # system :boolean default(FALSE), not null # priority :boolean default(FALSE), not null # temperature :float # top_p :float # user_id :integer # mentionable :boolean default(FALSE), not null # default_llm :text # max_context_posts :integer # max_post_context_tokens :integer # max_context_tokens :integer # # Indexes # # index_ai_personas_on_name (name) UNIQUE #