#frozen_string_literal: true RSpec.describe DiscourseAi::AiBot::Tools::Search do before { SearchIndexer.enable } after { SearchIndexer.disable } before { SiteSetting.ai_openai_api_key = "asd" } let(:bot_user) { User.find(DiscourseAi::AiBot::EntryPoint::GPT3_5_TURBO_ID) } let(:llm) { DiscourseAi::Completions::Llm.proxy("open_ai:gpt-3.5-turbo") } let(:progress_blk) { Proc.new {} } fab!(:admin) fab!(:parent_category) { Fabricate(:category, name: "animals") } fab!(:category) { Fabricate(:category, parent_category: parent_category, name: "amazing-cat") } fab!(:tag_funny) { Fabricate(:tag, name: "funny") } fab!(:tag_sad) { Fabricate(:tag, name: "sad") } fab!(:tag_hidden) { Fabricate(:tag, name: "hidden") } fab!(:staff_tag_group) do tag_group = Fabricate.build(:tag_group, name: "Staff only", tag_names: ["hidden"]) tag_group.permissions = [ [Group::AUTO_GROUPS[:staff], TagGroupPermission.permission_types[:full]], ] tag_group.save! tag_group end fab!(:topic_with_tags) do Fabricate(:topic, category: category, tags: [tag_funny, tag_sad, tag_hidden]) end before { SiteSetting.ai_bot_enabled = true } describe "#invoke" do it "can retrieve options from persona correctly" do persona_options = { "base_query" => "#funny" } search_post = Fabricate(:post, topic: topic_with_tags) _bot_post = Fabricate(:post) search = described_class.new({ order: "latest" }, persona_options: persona_options) results = search.invoke(bot_user, llm, &progress_blk) expect(results[:rows].length).to eq(1) search_post.topic.tags = [] search_post.topic.save! # no longer has the tag funny results = search.invoke(bot_user, llm, &progress_blk) expect(results[:rows].length).to eq(0) end it "can handle no results" do _post1 = Fabricate(:post, topic: topic_with_tags) search = described_class.new({ search_query: "ABDDCDCEDGDG", order: "fake" }) results = search.invoke(bot_user, llm, &progress_blk) expect(results[:args]).to eq({ search_query: "ABDDCDCEDGDG", order: "fake" }) expect(results[:rows]).to eq([]) end describe "semantic search" do let(:query) { "this is an expanded search" } after { DiscourseAi::Embeddings::SemanticSearch.clear_cache_for(query) } it "supports semantic search when enabled" do SiteSetting.ai_embeddings_semantic_search_hyde_model = "fake:fake" SiteSetting.ai_embeddings_semantic_search_enabled = true SiteSetting.ai_embeddings_discourse_service_api_endpoint = "http://test.com" hyde_embedding = [0.049382, 0.9999] EmbeddingsGenerationStubs.discourse_service( SiteSetting.ai_embeddings_model, query, hyde_embedding, ) post1 = Fabricate(:post, topic: topic_with_tags) search = described_class.new({ search_query: "hello world, sam", status: "public" }) DiscourseAi::Embeddings::VectorRepresentations::BgeLargeEn .any_instance .expects(:asymmetric_topics_similarity_search) .returns([post1.topic_id]) results = DiscourseAi::Completions::Llm.with_prepared_responses(["#{query}"]) do search.invoke(bot_user, llm, &progress_blk) end expect(results[:args]).to eq({ search_query: "hello world, sam", status: "public" }) expect(results[:rows].length).to eq(1) end end it "supports subfolder properly" do Discourse.stubs(:base_path).returns("/subfolder") post1 = Fabricate(:post, topic: topic_with_tags) search = described_class.new({ limit: 1, user: post1.user.username }) results = search.invoke(bot_user, llm, &progress_blk) expect(results[:rows].to_s).to include("/subfolder" + post1.url) end it "passes on all search params" do params = described_class.signature[:parameters] .map do |param| if param[:type] == "integer" [param[:name], 1] else [param[:name], "test"] end end .to_h .symbolize_keys search = described_class.new(params) results = search.invoke(bot_user, llm, &progress_blk) expect(results[:args]).to eq(params) end it "returns rich topic information" do post1 = Fabricate(:post, like_count: 1, topic: topic_with_tags) search = described_class.new({ user: post1.user.username }) post1.topic.update!(views: 100, posts_count: 2, like_count: 10) results = search.invoke(bot_user, llm, &progress_blk) row = results[:rows].first category = row[results[:column_names].index("category")] expect(category).to eq("animals > amazing-cat") tags = row[results[:column_names].index("tags")] expect(tags).to eq("funny, sad") likes = row[results[:column_names].index("likes")] expect(likes).to eq(1) username = row[results[:column_names].index("username")] expect(username).to eq(post1.user.username) likes = row[results[:column_names].index("topic_likes")] expect(likes).to eq(10) views = row[results[:column_names].index("topic_views")] expect(views).to eq(100) replies = row[results[:column_names].index("topic_replies")] expect(replies).to eq(1) end end end