reverse changes

integration/api_test.go

@@ -381,3 +381,30 @@ func TestAPIShowModel(t *testing.T) {
 		t.Errorf("%s missing modified_at: %#v", modelName, resp)
 	}
 }
+
+func TestAPIEmbeddings(t *testing.T) {
+	ctx, cancel := context.WithTimeout(context.Background(), 1*time.Minute)
+	defer cancel()
+	client, _, cleanup := InitServerConnection(ctx, t)
+	defer cleanup()
+	req := api.EmbeddingRequest{
+		Model:  libraryEmbedModels[0],
+		Prompt: "why is the sky blue?",
+		Options: map[string]interface{}{
+			"temperature": 0,
+			"seed":        123,
+		},
+	}
+
+	if err := PullIfMissing(ctx, client, req.Model); err != nil {
+		t.Fatalf("pull failed %s", err)
+	}
+
+	resp, err := client.Embeddings(ctx, &req)
+	if err != nil {
+		t.Fatalf("embeddings call failed %s", err)
+	}
+	if len(resp.Embedding) == 0 {
+		t.Errorf("zero length embedding response")
+	}
+}

integration/qwen3vl_test.go

@@ -12,18 +12,22 @@ import (
 	"github.com/ollama/ollama/api"
 )
 
-// TestQwen3VLStreaming tests Qwen3-VL with streaming enabled
+// getTestConfig returns model and streaming mode based on environment variables or defaults
-func TestQwen3VLStreaming(t *testing.T) {
+func getTestConfig() (model string, stream bool) {
-	runQwen3VLTests(t, true)
+	model = os.Getenv("QWEN3VL_MODEL")
+	if model == "" {
+		model = "qwen3-vl:235b-cloud" // default
+	}
+
+	streamStr := os.Getenv("QWEN3VL_STREAM")
+	stream = streamStr != "false" // default to true
+
+	return model, stream
 }
 
-// TestQwen3VLNonStreaming tests Qwen3-VL with streaming disabled
+func TestQwen3VL(t *testing.T) {
-func TestQwen3VLNonStreaming(t *testing.T) {
+	model, stream := getTestConfig()
-	runQwen3VLTests(t, false)
-}
 
-func runQwen3VLTests(t *testing.T, stream bool) {
-	models := []string{"qwen3-vl:235b-cloud", "qwen3-vl:235b-instruct-cloud"}
 	tests := []struct {
 		name     string
 		messages []api.Message
@@ -46,10 +50,10 @@ func runQwen3VLTests(t *testing.T, stream bool) {
 				},
 				{
 					Role:    "user",
-					Content: "What is the answer to this question?",
+					Content: "What is in this image?",
 				},
 			},
-			images: []string{"testdata/question.png"},
+			images: []string{"testdata/menu.png"},
 		},
 		{
 			name: "Multiple Images Scenario",
@@ -63,7 +67,7 @@ func runQwen3VLTests(t *testing.T, stream bool) {
 					Content: "Use both images to answer the question.",
 				},
 			},
-			images: []string{"testdata/question.png", "testdata/menu.png"},
+			images: []string{"testdata/satmath1.png", "testdata/satmath2.png"},
 		},
 		{
 			name: "Tools Scenario",
@@ -158,102 +162,90 @@ func runQwen3VLTests(t *testing.T, stream bool) {
 		},
 	}
 
-	for _, model := range models {
 	for _, tt := range tests {
 		t.Run(tt.name, func(t *testing.T) {
-				// Load and attach images if specified
+			// Load and attach images to last user message
+			messages := tt.messages
 			if len(tt.images) > 0 {
 				var imgs []api.ImageData
 				for _, path := range tt.images {
 					imgs = append(imgs, loadImageData(t, path))
 				}
-					if len(tt.messages) > 0 {
+				// Find last user message and attach images
-						lastMessage := &tt.messages[len(tt.messages)-1]
+				for i := len(messages) - 1; i >= 0; i-- {
-						if lastMessage.Role == "user" {
+					if messages[i].Role == "user" {
-							lastMessage.Images = imgs
+						messages[i].Images = imgs
+						break
 					}
 				}
 			}
 
-				// Build chat request
-				req := api.ChatRequest{
-					Model:    model,
-					Messages: tt.messages,
-					Tools:    tt.tools,
-					Stream:   &stream,
-					Options: map[string]any{
-						"seed":        42,
-						"temperature": 0.0,
-					},
-				}
-
-				isRemote := os.Getenv("OLLAMA_TEST_EXISTING") != ""
-
-				// Use integration helpers
 			ctx, cancel := context.WithTimeout(context.Background(), 5*time.Minute)
 			defer cancel()
 			client, _, cleanup := InitServerConnection(ctx, t)
 			defer cleanup()
 
-				// Skip pulling/preloading when using an existing (cloud) server
+			// Pull/preload model if not using remote server
-				if !isRemote {
+			if os.Getenv("OLLAMA_TEST_EXISTING") == "" {
-					if err := PullIfMissing(ctx, client, req.Model); err != nil {
+				if err := PullIfMissing(ctx, client, model); err != nil {
 					t.Fatal(err)
 				}
-					// Preload model once to reduce startup latency
+				// Preload to reduce startup latency
-					_ = client.Generate(ctx, &api.GenerateRequest{Model: req.Model}, func(r api.GenerateResponse) error { return nil })
+				_ = client.Generate(ctx, &api.GenerateRequest{Model: model}, func(api.GenerateResponse) error { return nil })
+			}
+
+			// Build and execute chat request
+			req := &api.ChatRequest{
+				Model:    model,
+				Messages: messages,
+				Tools:    tt.tools,
+				Stream:   &stream,
+				Options:  map[string]any{"seed": 42, "temperature": 0.0},
 			}
 
 			var contentBuf, thinkingBuf strings.Builder
-				var gotCalls []api.ToolCall
+			var toolCalls []api.ToolCall
 
-				err := client.Chat(ctx, &req, func(r api.ChatResponse) error {
+			err := client.Chat(ctx, req, func(r api.ChatResponse) error {
 				contentBuf.WriteString(r.Message.Content)
 				thinkingBuf.WriteString(r.Message.Thinking)
-					if len(r.Message.ToolCalls) > 0 {
+				toolCalls = append(toolCalls, r.Message.ToolCalls...)
-						gotCalls = append(gotCalls, r.Message.ToolCalls...)
-					}
 				return nil
 			})
 			if err != nil {
 				t.Fatalf("chat error: %v", err)
 			}
 
-				// Log responses (truncated)
+			// Log truncated responses
-				content := contentBuf.String()
+			logTruncated := func(label, text string) {
-				thinking := thinkingBuf.String()
+				if text != "" {
-				const maxLog = 800
+					if len(text) > 800 {
-				if len(thinking) > 0 {
+						text = text[:800] + "... [truncated]"
-					if len(thinking) > maxLog {
-						thinking = thinking[:maxLog] + "... [truncated]"
 					}
-					t.Logf("Thinking: %s", thinking)
+					t.Logf("%s: %s", label, text)
 				}
-				if len(content) > 0 {
-					if len(content) > maxLog {
-						content = content[:maxLog] + "... [truncated]"
 			}
-					t.Logf("Content: %s", content)
+			logTruncated("Thinking", thinkingBuf.String())
-				}
+			logTruncated("Content", contentBuf.String())
-				if len(gotCalls) > 0 {
+
-					t.Logf("Tool calls: %d", len(gotCalls))
+			if len(toolCalls) > 0 {
-					for i, call := range gotCalls {
+				t.Logf("Tool calls: %d", len(toolCalls))
+				for i, call := range toolCalls {
 					t.Logf("  [%d] %s(%+v)", i, call.Function.Name, call.Function.Arguments)
 				}
 			}
 
-				// If this is a tools scenario, validate tool_calls
+			// Validate tool calls if tools were provided
 			if len(tt.tools) > 0 {
-					if len(gotCalls) == 0 {
+				if len(toolCalls) == 0 {
-						t.Fatalf("expected at least one tool call, got none")
+					t.Fatal("expected at least one tool call, got none")
 				}
-					if gotCalls[0].Function.Name == "" {
+				if toolCalls[0].Function.Name == "" {
-						t.Fatalf("tool call missing function name: %#v", gotCalls[0])
+					t.Fatalf("tool call missing function name: %#v", toolCalls[0])
 				}
 			}
 		})
 	}
-	}
 }
 
 // loadImageData loads image data from a file path