# frozen_string_literal: true RSpec.describe DiscourseAi::Summarization::Models::Discourse do let(:model) { "bart-large-cnn-samsum" } let(:max_tokens) { 20 } subject { described_class.new(model, max_tokens: max_tokens) } let(:content) do { resource_path: "/t/1/POST_NUMBER", content_title: "This is a title", contents: [{ poster: "asd", id: 1, text: "This is a text" }], } end before { SiteSetting.ai_summarization_discourse_service_api_endpoint = "https://test.com" } def stub_request(prompt, response) WebMock .stub_request( :post, "#{SiteSetting.ai_summarization_discourse_service_api_endpoint}/api/v1/classify", ) .with(body: JSON.dump(model: model, content: prompt)) .to_return(status: 200, body: JSON.dump(summary_text: response)) end def expected_messages(contents, opts) contents.reduce("") do |memo, item| memo += "(#{item[:id]} #{item[:poster]} said: #{item[:text]} " end end describe "#summarize_in_chunks" do context "when the content fits in a single chunk" do it "performs a request to summarize" do opts = content.except(:contents) stub_request(expected_messages(content[:contents], opts), "This is summary 1") summarized_chunks = subject.summarize_in_chunks(content[:contents], opts).map { |c| c[:summary] } expect(summarized_chunks).to contain_exactly("This is summary 1") end end context "when the content fits in multiple chunks" do it "performs a request for each one to summarize" do content[:contents] << { poster: "asd2", id: 2, text: "This is a different text to summarize", } opts = content.except(:contents) content[:contents].each_with_index do |item, idx| stub_request(expected_messages([item], opts), "This is summary #{idx + 1}") end summarized_chunks = subject.summarize_in_chunks(content[:contents], opts).map { |c| c[:summary] } expect(summarized_chunks).to contain_exactly("This is summary 1", "This is summary 2") end end end describe "#concatenate_summaries" do it "combines all the different summaries into a single one" do messages = ["summary 1", "summary 2"].join("\n") stub_request(messages, "concatenated summary") expect(subject.concatenate_summaries(["summary 1", "summary 2"])).to eq( "concatenated summary", ) end end describe "#summarize_with_truncation" do let(:max_tokens) { 9 } it "truncates the context to meet the token limit" do opts = content.except(:contents) stub_request("( 1 asd said : this is", "truncated summary") expect(subject.summarize_with_truncation(content[:contents], opts)).to eq("truncated summary") end end end