# frozen_string_literal: true describe DiscourseAi::TopicSummarization do fab!(:user) { Fabricate(:admin) } fab!(:topic) { Fabricate(:topic, highest_post_number: 2) } fab!(:post_1) { Fabricate(:post, topic: topic, post_number: 1) } fab!(:post_2) { Fabricate(:post, topic: topic, post_number: 2) } before do assign_fake_provider_to(:ai_summarization_model) SiteSetting.ai_summarization_enabled = true end let(:strategy) { DiscourseAi::Summarization.default_strategy } shared_examples "includes only public-visible topics" do subject { DiscourseAi::TopicSummarization.new(strategy, topic, user) } it "only includes visible posts" do topic.first_post.update!(hidden: true) posts = subject.summary_targets expect(posts.none?(&:hidden?)).to eq(true) end it "doesn't include posts without users" do topic.first_post.user.destroy! posts = subject.summary_targets expect(posts.detect { |p| p.id == topic.first_post.id }).to be_nil end it "doesn't include deleted posts" do topic.first_post.update!(user_id: nil) posts = subject.summary_targets expect(posts.detect { |p| p.id == topic.first_post.id }).to be_nil end end describe "#summary_targets" do context "when the topic has a best replies summary" do before { topic.has_summary = true } it_behaves_like "includes only public-visible topics" end context "when the topic doesn't have a best replies summary" do before { topic.has_summary = false } it_behaves_like "includes only public-visible topics" end end describe "#summarize" do subject(:summarization) { described_class.new(strategy, topic, user) } def assert_summary_is_cached(topic, summary_response) cached_summary = AiSummary.find_by(target: topic) expect(cached_summary.content_range).to cover(*topic.posts.map(&:post_number)) expect(cached_summary.summarized_text).to eq(summary) expect(cached_summary.original_content_sha).to be_present expect(cached_summary.algorithm).to eq("fake") end context "when the content was summarized in a single chunk" do let(:summary) { "This is the final summary" } it "caches the summary" do DiscourseAi::Completions::Llm.with_prepared_responses([summary]) do section = summarization.summarize expect(section.summarized_text).to eq(summary) assert_summary_is_cached(topic, summary) end end it "returns the cached version in subsequent calls" do summarization.summarize cached_summary_text = "This is a cached summary" AiSummary.find_by(target: topic).update!( summarized_text: cached_summary_text, updated_at: 24.hours.ago, ) summarization = described_class.new(strategy, topic, user) section = summarization.summarize expect(section.summarized_text).to eq(cached_summary_text) end context "when the topic has embed content cached" do it "embed content is used instead of the raw text" do topic_embed = Fabricate( :topic_embed, topic: topic, embed_content_cache: "

hello world new post :D

", ) DiscourseAi::Completions::Llm.with_prepared_responses(["A summary"]) do |spy| summarization.summarize prompt_raw = spy .prompt_messages .reduce(+"") do |memo, m| memo << m[:content] << "\n" memo end expect(prompt_raw).to include(topic_embed.embed_content_cache) end end end end describe "invalidating cached summaries" do let(:cached_text) { "This is a cached summary" } let(:updated_summary) { "This is the final summary" } def cached_summary AiSummary.find_by(target: topic) end before do # a bit tricky, but fold_content now caches an instance of LLM # once it is cached with_prepared_responses will not work as expected # since it is glued to the old llm instance # so we create the cached summary totally independantly DiscourseAi::Completions::Llm.with_prepared_responses([cached_text]) do strategy = DiscourseAi::Summarization.default_strategy described_class.new(strategy, topic, user).summarize end cached_summary.update!(summarized_text: cached_text, created_at: 24.hours.ago) end context "when the user can requests new summaries" do context "when there are no new posts" do it "returns the cached summary" do section = summarization.summarize expect(section.summarized_text).to eq(cached_text) end end context "when there are new posts" do before { cached_summary.update!(original_content_sha: "outdated_sha") } it "returns a new summary" do DiscourseAi::Completions::Llm.with_prepared_responses([updated_summary]) do section = summarization.summarize expect(section.summarized_text).to eq(updated_summary) end end context "when the cached summary is less than one hour old" do before { cached_summary.update!(created_at: 30.minutes.ago) } it "returns the cached summary" do cached_summary.update!(created_at: 30.minutes.ago) section = summarization.summarize expect(section.summarized_text).to eq(cached_text) expect(section.outdated).to eq(true) end it "returns a new summary if the skip_age_check flag is passed" do DiscourseAi::Completions::Llm.with_prepared_responses([updated_summary]) do section = summarization.summarize(skip_age_check: true) expect(section.summarized_text).to eq(updated_summary) end end end end end end describe "stream partial updates" do let(:summary) { "This is the final summary" } it "receives a blk that is passed to the underlying strategy and called with partial summaries" do partial_result = +"" DiscourseAi::Completions::Llm.with_prepared_responses([summary]) do summarization.summarize { |partial_summary| partial_result << partial_summary } end expect(partial_result).to eq(summary) end end end end