discourse-ai/lib/configuration/embeddings_module_validator.rb

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# frozen_string_literal: true
module DiscourseAi
module Configuration
class EmbeddingsModuleValidator
def initialize(opts = {})
@opts = opts
end
def valid_value?(val)
return true if val == "f"
return true if Rails.env.test?
chosen_model = SiteSetting.ai_embeddings_model
return false if !chosen_model
representation =
DiscourseAi::Embeddings::VectorRepresentations::Base.find_representation(chosen_model)
return false if representation.nil?
if !representation.correctly_configured?
@representation = representation
return false
end
if !can_generate_embeddings?(chosen_model)
@unreachable = true
return false
end
true
end
def error_message
return(I18n.t("discourse_ai.embeddings.configuration.model_unreachable")) if @unreachable
@representation&.configuration_hint
end
def can_generate_embeddings?(val)
DiscourseAi::Embeddings::VectorRepresentations::Base
.find_representation(val)
.new(DiscourseAi::Embeddings::Strategies::Truncation.new)
.vector_from("this is a test")
.present?
end
end
end
end