# frozen_string_literal: true class LlmModel < ActiveRecord::Base FIRST_BOT_USER_ID = -1200 BEDROCK_PROVIDER_NAME = "aws_bedrock" belongs_to :user validates :display_name, presence: true, length: { maximum: 100 } validates :tokenizer, presence: true, inclusion: DiscourseAi::Completions::Llm.tokenizer_names validates :provider, presence: true, inclusion: DiscourseAi::Completions::Llm.provider_names validates :url, presence: true, unless: -> { provider == BEDROCK_PROVIDER_NAME } validates_presence_of :name, :api_key validates :max_prompt_tokens, numericality: { greater_than: 0 } validate :required_provider_params def self.provider_params { aws_bedrock: { access_key_id: :text, region: :text, }, open_ai: { organization: :text, }, hugging_face: { disable_system_prompt: :checkbox, }, vllm: { disable_system_prompt: :checkbox, }, ollama: { disable_system_prompt: :checkbox, }, } end def to_llm DiscourseAi::Completions::Llm.proxy("custom:#{id}") end def toggle_companion_user return if name == "fake" && Rails.env.production? enable_check = SiteSetting.ai_bot_enabled && enabled_chat_bot if enable_check if !user next_id = DB.query_single(<<~SQL).first SELECT min(id) - 1 FROM users SQL new_user = User.new( id: [FIRST_BOT_USER_ID, next_id].min, email: "no_email_#{SecureRandom.hex}", name: name.titleize, username: UserNameSuggester.suggest(name), active: true, approved: true, admin: true, moderator: true, trust_level: TrustLevel[4], ) new_user.save!(validate: false) self.update!(user: new_user) else user.active = true user.save!(validate: false) end elsif user # will include deleted has_posts = DB.query_single("SELECT 1 FROM posts WHERE user_id = #{user.id} LIMIT 1").present? if has_posts user.update!(active: false) if user.active else user.destroy! self.update!(user: nil) end end end def tokenizer_class tokenizer.constantize end def lookup_custom_param(key) provider_params&.dig(key) end def seeded? id < 0 end private def required_provider_params return if provider != BEDROCK_PROVIDER_NAME %w[access_key_id region].each do |field| if lookup_custom_param(field).blank? errors.add(:base, I18n.t("discourse_ai.llm_models.missing_provider_param", param: field)) end end end end # == Schema Information # # Table name: llm_models # # id :bigint not null, primary key # display_name :string # name :string not null # provider :string not null # tokenizer :string not null # max_prompt_tokens :integer not null # created_at :datetime not null # updated_at :datetime not null # url :string # api_key :string # user_id :integer # enabled_chat_bot :boolean default(FALSE), not null # provider_params :jsonb # vision_enabled :boolean default(FALSE), not null #