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| 1 | +# frozen_string_literal: true |
| 2 | + |
| 3 | +RSpec.describe "Managing Embeddings configurations", type: :system, js: true do |
| 4 | + fab!(:admin) |
| 5 | + let(:page_header) { PageObjects::Components::DPageHeader.new } |
| 6 | + |
| 7 | + before { sign_in(admin) } |
| 8 | + |
| 9 | + it "correctly sets defaults" do |
| 10 | + preset = "text-embedding-3-small" |
| 11 | + api_key = "abcd" |
| 12 | + |
| 13 | + visit "/admin/plugins/discourse-ai/ai-embeddings" |
| 14 | + |
| 15 | + find(".ai-embeddings-list-editor__new-button").click() |
| 16 | + select_kit = PageObjects::Components::SelectKit.new(".ai-embedding-editor__presets") |
| 17 | + select_kit.expand |
| 18 | + select_kit.select_row_by_value(preset) |
| 19 | + find(".ai-embedding-editor__next").click |
| 20 | + find("input.ai-embedding-editor__api-key").fill_in(with: api_key) |
| 21 | + find(".ai-embedding-editor__save").click() |
| 22 | + |
| 23 | + expect(page).to have_current_path("/admin/plugins/discourse-ai/ai-embeddings") |
| 24 | + |
| 25 | + embedding_def = EmbeddingDefinition.order(:id).last |
| 26 | + expect(embedding_def.api_key).to eq(api_key) |
| 27 | + |
| 28 | + preset = EmbeddingDefinition.presets.find { |p| p[:preset_id] == preset } |
| 29 | + |
| 30 | + expect(embedding_def.display_name).to eq(preset[:display_name]) |
| 31 | + expect(embedding_def.url).to eq(preset[:url]) |
| 32 | + expect(embedding_def.tokenizer_class).to eq(preset[:tokenizer_class]) |
| 33 | + expect(embedding_def.dimensions).to eq(preset[:dimensions]) |
| 34 | + expect(embedding_def.max_sequence_length).to eq(preset[:max_sequence_length]) |
| 35 | + expect(embedding_def.pg_function).to eq(preset[:pg_function]) |
| 36 | + expect(embedding_def.provider).to eq(preset[:provider]) |
| 37 | + expect(embedding_def.provider_params.symbolize_keys).to eq(preset[:provider_params]) |
| 38 | + end |
| 39 | + |
| 40 | + it "supports manual config" do |
| 41 | + api_key = "abcd" |
| 42 | + |
| 43 | + visit "/admin/plugins/discourse-ai/ai-embeddings" |
| 44 | + |
| 45 | + find(".ai-embeddings-list-editor__new-button").click() |
| 46 | + select_kit = PageObjects::Components::SelectKit.new(".ai-embedding-editor__presets") |
| 47 | + select_kit.expand |
| 48 | + select_kit.select_row_by_value("manual") |
| 49 | + find(".ai-embedding-editor__next").click |
| 50 | + |
| 51 | + find("input.ai-embedding-editor__display-name").fill_in(with: "OpenAI's text-embedding-3-small") |
| 52 | + |
| 53 | + select_kit = PageObjects::Components::SelectKit.new(".ai-embedding-editor__provider") |
| 54 | + select_kit.expand |
| 55 | + select_kit.select_row_by_value(EmbeddingDefinition::OPEN_AI) |
| 56 | + |
| 57 | + find("input.ai-embedding-editor__url").fill_in(with: "https://api.openai.com/v1/embeddings") |
| 58 | + find("input.ai-embedding-editor__api-key").fill_in(with: api_key) |
| 59 | + |
| 60 | + select_kit = PageObjects::Components::SelectKit.new(".ai-embedding-editor__tokenizer") |
| 61 | + select_kit.expand |
| 62 | + select_kit.select_row_by_value("DiscourseAi::Tokenizer::OpenAiTokenizer") |
| 63 | + |
| 64 | + find("input.ai-embedding-editor__dimensions").fill_in(with: 1536) |
| 65 | + find("input.ai-embedding-editor__max_sequence_length").fill_in(with: 8191) |
| 66 | + |
| 67 | + select_kit = PageObjects::Components::SelectKit.new(".ai-embedding-editor__distance_functions") |
| 68 | + select_kit.expand |
| 69 | + select_kit.select_row_by_value("<=>") |
| 70 | + find(".ai-embedding-editor__save").click() |
| 71 | + |
| 72 | + expect(page).to have_current_path("/admin/plugins/discourse-ai/ai-embeddings") |
| 73 | + |
| 74 | + embedding_def = EmbeddingDefinition.order(:id).last |
| 75 | + expect(embedding_def.api_key).to eq(api_key) |
| 76 | + |
| 77 | + preset = EmbeddingDefinition.presets.find { |p| p[:preset_id] == "text-embedding-3-small" } |
| 78 | + |
| 79 | + expect(embedding_def.display_name).to eq(preset[:display_name]) |
| 80 | + expect(embedding_def.url).to eq(preset[:url]) |
| 81 | + expect(embedding_def.tokenizer_class).to eq(preset[:tokenizer_class]) |
| 82 | + expect(embedding_def.dimensions).to eq(preset[:dimensions]) |
| 83 | + expect(embedding_def.max_sequence_length).to eq(preset[:max_sequence_length]) |
| 84 | + expect(embedding_def.pg_function).to eq(preset[:pg_function]) |
| 85 | + expect(embedding_def.provider).to eq(preset[:provider]) |
| 86 | + end |
| 87 | +end |
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