discourse-ai/db/post_migrate/20240603143158_seed_oss_mod...

75 lines
2.5 KiB
Ruby
Raw Normal View History

# 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