# frozen_string_literal: true class SeedOssModels < ActiveRecord::Migration[7.0] def up models = [] enabled_models = fetch_setting("ai_bot_enabled_chat_bots")&.split("|").to_a enabled = enabled_models.include?("mixtral-8x7B-Instruct-V0.1") hf_key = fetch_setting("ai_hugging_face_api_key") hf_url = fetch_setting("ai_hugging_face_api_url") user_id = has_companion_user?(-114) ? -114 : "NULL" if hf_url.present? && hf_key.present? hf_token_limit = fetch_setting("ai_hugging_face_token_limit") hf_display_name = fetch_setting("ai_hugging_face_model_display_name") name = hf_display_name || "mistralai/Mixtral" token_limit = hf_token_limit || 32_000 models << "('#{name}', '#{name}', 'hugging_face', 'DiscourseAi::Tokenizer::MixtralTokenizer', #{token_limit}, '#{hf_url}', '#{hf_key}', #{user_id}, #{enabled}, NOW(), NOW())" end vllm_key = fetch_setting("ai_vllm_api_key") vllm_url = fetch_setting("ai_vllm_endpoint") if vllm_key.present? && vllm_url.present? url = "#{vllm_url}/v1/chat/completions" name = "mistralai/Mixtral" models << "('#{name}', '#{name}', 'vllm', 'DiscourseAi::Tokenizer::MixtralTokenizer', 32000, '#{url}', '#{vllm_key}', #{user_id}, #{enabled}, NOW(), NOW())" end vllm_srv = fetch_setting("ai_vllm_endpoint_srv") srv_reserved_url = "https://vllm.shadowed-by-srv.invalid" srv_record = DB.query_single( "SELECT id FROM llm_models WHERE url = :reserved", reserved: srv_reserved_url, ).first if vllm_srv.present? && srv_record.nil? url = "https://vllm.shadowed-by-srv.invalid" name = "mistralai/Mixtral" models << "('vLLM SRV LLM', '#{name}', 'vllm', 'DiscourseAi::Tokenizer::MixtralTokenizer', 32000, '#{url}', '#{vllm_key}', #{user_id}, #{enabled}, NOW(), NOW())" end if models.present? rows = models.compact.join(", ") DB.exec(<<~SQL, rows: rows) if rows.present? INSERT INTO llm_models(display_name, name, provider, tokenizer, max_prompt_tokens, url, api_key, user_id, enabled_chat_bot, created_at, updated_at) VALUES #{rows}; SQL end end def has_companion_user?(user_id) DB.query_single("SELECT id FROM users WHERE id = :user_id", user_id: user_id).first.present? end def fetch_setting(name) DB.query_single( "SELECT value FROM site_settings WHERE name = :setting_name", setting_name: name, ).first end def down raise ActiveRecord::IrreversibleMigration end end