# frozen_string_literal: true describe DiscourseAi::Embeddings::EntryPoint do fab!(:user) describe "SemanticTopicQuery extension" do describe "#list_semantic_related_topics" do subject(:topic_query) { DiscourseAi::Embeddings::SemanticTopicQuery.new(user) } fab!(:target) { Fabricate(:topic) } # The Distance gap to target increases for each element of topics. def seed_embeddings(topics) schema = DiscourseAi::Embeddings::Schema.for(Topic) base_value = 1 schema.store(target, [base_value] * 1024, "disgest") topics.each do |t| base_value -= 0.01 schema.store(t, [base_value] * 1024, "digest") end end after { DiscourseAi::Embeddings::SemanticRelated.clear_cache_for(target) } context "when the semantic search returns an unlisted topic" do fab!(:unlisted_topic) { Fabricate(:topic, visible: false) } before { seed_embeddings([unlisted_topic]) } it "filters it out" do expect(topic_query.list_semantic_related_topics(target).topics).to be_empty end end context "when the semantic search returns a private topic" do fab!(:private_topic) { Fabricate(:private_message_topic) } before { seed_embeddings([private_topic]) } it "filters it out" do expect(topic_query.list_semantic_related_topics(target).topics).to be_empty end end context "when the semantic search returns a topic from a restricted category" do fab!(:group) fab!(:category) { Fabricate(:private_category, group: group) } fab!(:secured_category_topic) { Fabricate(:topic, category: category) } before { seed_embeddings([secured_category_topic]) } it "filters it out" do expect(topic_query.list_semantic_related_topics(target).topics).to be_empty end it "doesn't filter it out if the user has access to the category" do group.add(user) expect(topic_query.list_semantic_related_topics(target).topics).to contain_exactly( secured_category_topic, ) end end context "when the semantic search returns a closed topic and we explicitly exclude them" do fab!(:closed_topic) { Fabricate(:topic, closed: true) } before do SiteSetting.ai_embeddings_semantic_related_include_closed_topics = false seed_embeddings([closed_topic]) end it "filters it out" do expect(topic_query.list_semantic_related_topics(target).topics).to be_empty end end context "when the semantic search returns a muted topic" do it "filters it out" do category = Fabricate(:category_with_definition) topic = Fabricate(:topic, category: category) CategoryUser.create!( user_id: user.id, category_id: category.id, notification_level: CategoryUser.notification_levels[:muted], ) seed_embeddings([topic]) expect(topic_query.list_semantic_related_topics(target).topics).not_to include(topic) end end context "when the semantic search returns public topics" do fab!(:normal_topic_1) { Fabricate(:topic) } fab!(:normal_topic_2) { Fabricate(:topic) } fab!(:normal_topic_3) { Fabricate(:topic) } fab!(:closed_topic) { Fabricate(:topic, closed: true) } before { seed_embeddings([closed_topic, normal_topic_1, normal_topic_2, normal_topic_3]) } it "filters it out" do expect(topic_query.list_semantic_related_topics(target).topics).to eq( [closed_topic, normal_topic_1, normal_topic_2, normal_topic_3], ) end it "returns the plugin limit for the number of results" do SiteSetting.ai_embeddings_semantic_related_topics = 2 expect(topic_query.list_semantic_related_topics(target).topics).to contain_exactly( closed_topic, normal_topic_1, ) end end context "with semantic_related_topics_query modifier registered" do fab!(:included_topic) { Fabricate(:topic) } fab!(:excluded_topic) { Fabricate(:topic) } before { seed_embeddings([included_topic, excluded_topic]) } let(:modifier_block) { Proc.new { |query| query.where.not(id: excluded_topic.id) } } it "Allows modifications to default results (excluding a topic in this case)" do plugin_instance = Plugin::Instance.new plugin_instance.register_modifier(:semantic_related_topics_query, &modifier_block) expect(topic_query.list_semantic_related_topics(target).topics).to eq([included_topic]) ensure DiscoursePluginRegistry.unregister_modifier( plugin_instance, :semantic_related_topics_query, &modifier_block ) end end end end end