diff --git a/.github/workflows/test.yml b/.github/workflows/test.yml
index 5b8385c8..5a0f502e 100644
--- a/.github/workflows/test.yml
+++ b/.github/workflows/test.yml
@@ -29,6 +29,7 @@ jobs:
           
           sudo apt-get install -y ca-certificates cmake curl patch
           sudo apt-get install -y libopencv-dev && sudo ln -s /usr/include/opencv4/opencv2 /usr/include/opencv2
+          sudo pip install -r extra/requirements.txt
 
           sudo mkdir /build && sudo chmod -R 777 /build && cd /build && \
           curl -L "https://github.com/gabime/spdlog/archive/refs/tags/v1.11.0.tar.gz" | \
@@ -45,7 +46,6 @@ jobs:
           sudo cp -rfv /build/lib/Linux-$(uname -m)/piper_phonemize/lib/. /lib64/ && \
           sudo cp -rfv /build/lib/Linux-$(uname -m)/piper_phonemize/lib/. /usr/lib/ && \
           sudo cp -rfv /build/lib/Linux-$(uname -m)/piper_phonemize/include/. /usr/include/
-    
       - name: Test
         run: |
           ESPEAK_DATA="/build/lib/Linux-$(uname -m)/piper_phonemize/lib/espeak-ng-data" GO_TAGS="tts stablediffusion" make test
diff --git a/.gitignore b/.gitignore
index 7b35ba9f..a1c1c06a 100644
--- a/.gitignore
+++ b/.gitignore
@@ -3,9 +3,10 @@ go-llama
 /gpt4all
 go-stable-diffusion
 go-piper
+/go-bert
 go-ggllm
 /piper
-
+__pycache__/
 *.a
 get-sources
 
diff --git a/api/api_test.go b/api/api_test.go
index 1e53fa70..2ffcb71e 100644
--- a/api/api_test.go
+++ b/api/api_test.go
@@ -124,8 +124,11 @@ var _ = Describe("API test", func() {
 	var c context.Context
 	var cancel context.CancelFunc
 	var tmpdir string
-	commonOpts := []options.AppOption{options.WithDebug(false),
-		options.WithDisableMessage(true)}
+
+	commonOpts := []options.AppOption{
+		options.WithDebug(true),
+		options.WithDisableMessage(true),
+	}
 
 	Context("API with ephemeral models", func() {
 		BeforeEach(func() {
@@ -145,7 +148,7 @@ var _ = Describe("API test", func() {
 					Name:            "bert2",
 					URL:             "https://raw.githubusercontent.com/go-skynet/model-gallery/main/bert-embeddings.yaml",
 					Overrides:       map[string]interface{}{"foo": "bar"},
-					AdditionalFiles: []gallery.File{gallery.File{Filename: "foo.yaml", URI: "https://raw.githubusercontent.com/go-skynet/model-gallery/main/bert-embeddings.yaml"}},
+					AdditionalFiles: []gallery.File{{Filename: "foo.yaml", URI: "https://raw.githubusercontent.com/go-skynet/model-gallery/main/bert-embeddings.yaml"}},
 				},
 			}
 			out, err := yaml.Marshal(g)
@@ -421,64 +424,32 @@ var _ = Describe("API test", func() {
 			os.RemoveAll(tmpdir)
 		})
 
-		Context("API query", func() {
-			BeforeEach(func() {
-				modelLoader = model.NewModelLoader(os.Getenv("MODELS_PATH"))
-				c, cancel = context.WithCancel(context.Background())
+		It("calculate embeddings with huggingface", func() {
+			if runtime.GOOS != "linux" {
+				Skip("test supported only on linux")
+			}
+			resp, err := client.CreateEmbeddings(
+				context.Background(),
+				openai.EmbeddingRequest{
+					Model: openai.AdaCodeSearchCode,
+					Input: []string{"sun", "cat"},
+				},
+			)
+			Expect(err).ToNot(HaveOccurred())
+			Expect(len(resp.Data[0].Embedding)).To(BeNumerically("==", 384))
+			Expect(len(resp.Data[1].Embedding)).To(BeNumerically("==", 384))
 
-				var err error
-				app, err = App(
-					append(commonOpts,
-						options.WithDebug(true),
-						options.WithContext(c), options.WithModelLoader(modelLoader))...)
-				Expect(err).ToNot(HaveOccurred())
-				go app.Listen("127.0.0.1:9090")
-
-				defaultConfig := openai.DefaultConfig("")
-				defaultConfig.BaseURL = "http://127.0.0.1:9090/v1"
-
-				client2 = openaigo.NewClient("")
-				client2.BaseURL = defaultConfig.BaseURL
-
-				// Wait for API to be ready
-				client = openai.NewClientWithConfig(defaultConfig)
-				Eventually(func() error {
-					_, err := client.ListModels(context.TODO())
-					return err
-				}, "2m").ShouldNot(HaveOccurred())
-			})
-			AfterEach(func() {
-				cancel()
-				app.Shutdown()
-			})
-
-			It("calculate embeddings with huggingface", func() {
-				if runtime.GOOS != "linux" {
-					Skip("test supported only on linux")
-				}
-				resp, err := client.CreateEmbeddings(
-					context.Background(),
-					openai.EmbeddingRequest{
-						Model: openai.AdaCodeSearchCode,
-						Input: []string{"sun", "cat"},
-					},
-				)
-				Expect(err).ToNot(HaveOccurred())
-				Expect(len(resp.Data[0].Embedding)).To(BeNumerically("==", 384))
-				Expect(len(resp.Data[1].Embedding)).To(BeNumerically("==", 384))
-
-				sunEmbedding := resp.Data[0].Embedding
-				resp2, err := client.CreateEmbeddings(
-					context.Background(),
-					openai.EmbeddingRequest{
-						Model: openai.AdaCodeSearchCode,
-						Input: []string{"sun"},
-					},
-				)
-				Expect(err).ToNot(HaveOccurred())
-				Expect(resp2.Data[0].Embedding).To(Equal(sunEmbedding))
-				Expect(resp2.Data[0].Embedding).ToNot(Equal(resp.Data[1].Embedding))
-			})
+			sunEmbedding := resp.Data[0].Embedding
+			resp2, err := client.CreateEmbeddings(
+				context.Background(),
+				openai.EmbeddingRequest{
+					Model: openai.AdaCodeSearchCode,
+					Input: []string{"sun"},
+				},
+			)
+			Expect(err).ToNot(HaveOccurred())
+			Expect(resp2.Data[0].Embedding).To(Equal(sunEmbedding))
+			Expect(resp2.Data[0].Embedding).ToNot(Equal(resp.Data[1].Embedding))
 		})
 	})