discourse-ai/lib/configuration/llm_enumerator.rb

130 lines
3.7 KiB
Ruby

# 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 } }
AiPersona
.where("force_default_llm = ?", true)
.pluck(:default_llm_id, :name, :id)
.each { |llm_id, name, id| rval[llm_id] << { type: :ai_persona, name: name, id: id } }
end
if SiteSetting.ai_helper_enabled
model_id = SiteSetting.ai_helper_model.split(":").last.to_i
rval[model_id] << { type: :ai_helper }
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
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
# TODO(roman): Deprecated. Remove by Sept 2024
def self.old_summarization_options
%w[
gpt-4
gpt-4-32k
gpt-4-turbo
gpt-4o
gpt-3.5-turbo
gpt-3.5-turbo-16k
gemini-pro
gemini-1.5-pro
gemini-1.5-flash
claude-2
claude-instant-1
claude-3-haiku
claude-3-sonnet
claude-3-opus
mistralai/Mixtral-8x7B-Instruct-v0.1
mistralai/Mixtral-8x7B-Instruct-v0.1
]
end
# TODO(roman): Deprecated. Remove by Sept 2024
def self.available_ai_bots
%w[
gpt-3.5-turbo
gpt-4
gpt-4-turbo
gpt-4o
claude-2
gemini-1.5-pro
mixtral-8x7B-Instruct-V0.1
claude-3-opus
claude-3-sonnet
claude-3-haiku
cohere-command-r-plus
]
end
end
end
end