discourse-ai/lib/modules/embeddings/vector_representations/multilingual_e5_large.rb

# frozen_string_literal: true

module DiscourseAi
  module Embeddings
    module VectorRepresentations
      class MultilingualE5Large < Base
        def vector_from(text)
          DiscourseAi::Inference::DiscourseClassifier.perform!(
            "#{SiteSetting.ai_embeddings_discourse_service_api_endpoint}/api/v1/classify",
            name,
            "query: #{text}",
            SiteSetting.ai_embeddings_discourse_service_api_key,
          )
        end

        def id
          3
        end

        def version
          1
        end

        def name
          "multilingual-e5-large"
        end

        def dimensions
          1024
        end

        def max_sequence_length
          512
        end

        def pg_function
          "<=>"
        end

        def pg_index_type
          "vector_cosine_ops"
        end

        def tokenizer
          DiscourseAi::Tokenizer::MultilingualE5LargeTokenizer
        end
      end
    end
  end
end