# frozen_string_literal: true RSpec.describe DiscourseAi::Admin::AiLlmsController do fab!(:admin) before do sign_in(admin) SiteSetting.ai_bot_enabled = true end describe "GET #index" do it "includes all available providers metadata" do get "/admin/plugins/discourse-ai/ai-llms.json" expect(response).to be_successful expect(response.parsed_body["meta"]["providers"]).to contain_exactly( *DiscourseAi::Completions::Llm.provider_names, ) end end describe "POST #create" do let(:valid_attrs) do { display_name: "My cool LLM", name: "gpt-3.5", provider: "open_ai", url: "https://test.test/v1/chat/completions", api_key: "test", tokenizer: "DiscourseAi::Tokenizer::OpenAiTokenizer", max_prompt_tokens: 16_000, } end context "with valid attributes" do it "creates a new LLM model" do post "/admin/plugins/discourse-ai/ai-llms.json", params: { ai_llm: valid_attrs } created_model = LlmModel.last expect(created_model.display_name).to eq(valid_attrs[:display_name]) expect(created_model.name).to eq(valid_attrs[:name]) expect(created_model.provider).to eq(valid_attrs[:provider]) expect(created_model.tokenizer).to eq(valid_attrs[:tokenizer]) expect(created_model.max_prompt_tokens).to eq(valid_attrs[:max_prompt_tokens]) end it "creates a companion user" do post "/admin/plugins/discourse-ai/ai-llms.json", params: { ai_llm: valid_attrs.merge(enabled_chat_bot: true), } created_model = LlmModel.last expect(created_model.user_id).to be_present end it "stores provider-specific config params" do provider_params = { organization: "Discourse" } post "/admin/plugins/discourse-ai/ai-llms.json", params: { ai_llm: valid_attrs.merge(provider_params: provider_params), } created_model = LlmModel.last expect(created_model.lookup_custom_param("organization")).to eq( provider_params[:organization], ) end it "ignores parameters not associated with that provider" do provider_params = { access_key_id: "random_key" } post "/admin/plugins/discourse-ai/ai-llms.json", params: { ai_llm: valid_attrs.merge(provider_params: provider_params), } created_model = LlmModel.last expect(created_model.lookup_custom_param("access_key_id")).to be_nil end end context "with invalid attributes" do it "doesn't create a model" do post "/admin/plugins/discourse-ai/ai-llms.json", params: { ai_llm: valid_attrs.except(:url), } created_model = LlmModel.last expect(created_model).to be_nil end end context "with provider-specific params" do it "doesn't create a model if a Bedrock param is missing" do post "/admin/plugins/discourse-ai/ai-llms.json", params: { ai_llm: valid_attrs.merge( provider: "aws_bedrock", provider_params: { region: "us-east-1", }, ), } created_model = LlmModel.last expect(response.status).to eq(422) expect(created_model).to be_nil end it "creates the model if all required provider params are present" do post "/admin/plugins/discourse-ai/ai-llms.json", params: { ai_llm: valid_attrs.merge( provider: "aws_bedrock", provider_params: { region: "us-east-1", access_key_id: "test", }, ), } created_model = LlmModel.last expect(response.status).to eq(201) expect(created_model.lookup_custom_param("region")).to eq("us-east-1") expect(created_model.lookup_custom_param("access_key_id")).to eq("test") end it "supports boolean values" do post "/admin/plugins/discourse-ai/ai-llms.json", params: { ai_llm: valid_attrs.merge( provider: "vllm", provider_params: { disable_system_prompt: true, }, ), } created_model = LlmModel.last expect(response.status).to eq(201) expect(created_model.lookup_custom_param("disable_system_prompt")).to eq(true) end end end describe "PUT #update" do fab!(:llm_model) context "with valid update params" do let(:update_attrs) { { provider: "anthropic" } } it "updates the model" do put "/admin/plugins/discourse-ai/ai-llms/#{llm_model.id}.json", params: { ai_llm: update_attrs, } expect(response.status).to eq(200) expect(llm_model.reload.provider).to eq(update_attrs[:provider]) end it "returns a 404 if there is no model with the given Id" do put "/admin/plugins/discourse-ai/ai-llms/9999999.json" expect(response.status).to eq(404) end it "creates a companion user" do put "/admin/plugins/discourse-ai/ai-llms/#{llm_model.id}.json", params: { ai_llm: update_attrs.merge(enabled_chat_bot: true), } expect(llm_model.reload.user_id).to be_present end it "removes the companion user when desabling the chat bot option" do llm_model.update!(enabled_chat_bot: true) llm_model.toggle_companion_user put "/admin/plugins/discourse-ai/ai-llms/#{llm_model.id}.json", params: { ai_llm: update_attrs.merge(enabled_chat_bot: false), } expect(llm_model.reload.user_id).to be_nil end end context "with invalid update params" do it "doesn't update the model" do put "/admin/plugins/discourse-ai/ai-llms/#{llm_model.id}.json", params: { ai_llm: { url: "", }, } expect(response.status).to eq(422) end end context "with provider-specific params" do it "updates provider-specific config params" do provider_params = { organization: "Discourse" } put "/admin/plugins/discourse-ai/ai-llms/#{llm_model.id}.json", params: { ai_llm: { provider_params: provider_params, }, } expect(llm_model.reload.lookup_custom_param("organization")).to eq( provider_params[:organization], ) end it "ignores parameters not associated with that provider" do provider_params = { access_key_id: "random_key" } put "/admin/plugins/discourse-ai/ai-llms/#{llm_model.id}.json", params: { ai_llm: { provider_params: provider_params, }, } expect(llm_model.reload.lookup_custom_param("access_key_id")).to be_nil end end end describe "GET #test" do let(:test_attrs) do { name: "llama3", provider: "hugging_face", url: "https://test.test/v1/chat/completions", api_key: "test", tokenizer: "DiscourseAi::Tokenizer::Llama3Tokenizer", max_prompt_tokens: 2_000, } end context "when we can contact the model" do it "returns a success true flag" do DiscourseAi::Completions::Llm.with_prepared_responses(["a response"]) do get "/admin/plugins/discourse-ai/ai-llms/test.json", params: { ai_llm: test_attrs } expect(response).to be_successful expect(response.parsed_body["success"]).to eq(true) end end end context "when we cannot contact the model" do it "returns a success false flag and the error message" do error_message = { error: "Input validation error: `inputs` tokens + `max_new_tokens` must be <= 1512. Given: 30 `inputs` tokens and 3984 `max_new_tokens`", error_type: "validation", } WebMock.stub_request(:post, test_attrs[:url]).to_return( status: 422, body: error_message.to_json, ) get "/admin/plugins/discourse-ai/ai-llms/test.json", params: { ai_llm: test_attrs } expect(response).to be_successful expect(response.parsed_body["success"]).to eq(false) expect(response.parsed_body["error"]).to eq(error_message.to_json) end end end describe "DELETE #destroy" do fab!(:llm_model) it "destroys the requested ai_persona" do expect { delete "/admin/plugins/discourse-ai/ai-llms/#{llm_model.id}.json" expect(response).to have_http_status(:no_content) }.to change(LlmModel, :count).by(-1) end it "validates the model is not in use" do fake_llm = assign_fake_provider_to(:ai_helper_model) delete "/admin/plugins/discourse-ai/ai-llms/#{fake_llm.id}.json" expect(response.status).to eq(409) expect(fake_llm.reload).to eq(fake_llm) end it "cleans up companion users before deleting the model" do llm_model.update!(enabled_chat_bot: true) llm_model.toggle_companion_user companion_user = llm_model.user delete "/admin/plugins/discourse-ai/ai-llms/#{llm_model.id}.json" expect { companion_user.reload }.to raise_error(ActiveRecord::RecordNotFound) end end end