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Refactor OllamaAPIIntegrationTest and AnnotatedTool for improved clarity and consistency

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- Updated model constants in OllamaAPIIntegrationTest to enhance readability and maintainability.
- Changed method visibility from public to package-private where appropriate.
- Refactored assertions in testListModelsAPI for better validation.
- Cleaned up formatting in AnnotatedTool methods for consistency.
- Added a new image resource (roses.jpg) for testing purposes.
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amithkoujalgi 2025-08-30 15:02:51 +05:30
parent cc950b893e
commit 863c978d12
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3 changed files with 78 additions and 77 deletions
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src/test/java/io/github/ollama4j/integrationtests/OllamaAPIIntegrationTest.java
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@ -36,22 +36,19 @@ import static org.junit.jupiter.api.Assertions.*;
@TestMethodOrder(OrderAnnotation.class) @TestMethodOrder(OrderAnnotation.class)
@SuppressWarnings({"HttpUrlsUsage", "SpellCheckingInspection"}) @SuppressWarnings({"HttpUrlsUsage", "SpellCheckingInspection"})
public class OllamaAPIIntegrationTest { class OllamaAPIIntegrationTest {
private static final Logger LOG = LoggerFactory.getLogger(OllamaAPIIntegrationTest.class); private static final Logger LOG = LoggerFactory.getLogger(OllamaAPIIntegrationTest.class);
private static OllamaContainer ollama; private static OllamaContainer ollama;
private static OllamaAPI api; private static OllamaAPI api;
private static final String EMBEDDING_MODEL_MINILM = "all-minilm"; private static final String EMBEDDING_MODEL = "all-minilm";
private static final String CHAT_MODEL_QWEN_SMALL = "qwen2.5:0.5b"; private static final String VISION_MODEL = "moondream:1.8b";
private static final String CHAT_MODEL_INSTRUCT = "qwen2.5:0.5b-instruct"; private static final String THINKING_TOOL_MODEL = "qwen3:0.6b";
private static final String IMAGE_MODEL_LLAVA = "llava"; private static final String GENERAL_PURPOSE_MODEL = "gemma3:270m";
private static final String THINKING_MODEL_GPT_OSS = "gpt-oss:20b";
// private static final String THINKING_MODEL_QWEN = "qwen3:0.6b";
private static final String GEMMA = "gemma3:1b";
private static final String GEMMA_SMALLEST = "gemma3:270m";
@BeforeAll @BeforeAll
public static void setUp() { static void setUp() {
try { try {
boolean useExternalOllamaHost = Boolean.parseBoolean(System.getenv("USE_EXTERNAL_OLLAMA_HOST")); boolean useExternalOllamaHost = Boolean.parseBoolean(System.getenv("USE_EXTERNAL_OLLAMA_HOST"));
String ollamaHost = System.getenv("OLLAMA_HOST"); String ollamaHost = System.getenv("OLLAMA_HOST");
@ -90,7 +87,7 @@ public class OllamaAPIIntegrationTest {
@Test @Test
@Order(1) @Order(1)
public void testVersionAPI() throws URISyntaxException, IOException, OllamaBaseException, InterruptedException { void testVersionAPI() throws URISyntaxException, IOException, OllamaBaseException, InterruptedException {
// String expectedVersion = ollama.getDockerImageName().split(":")[1]; // String expectedVersion = ollama.getDockerImageName().split(":")[1];
String actualVersion = api.getVersion(); String actualVersion = api.getVersion();
assertNotNull(actualVersion); assertNotNull(actualVersion);
@ -100,21 +97,21 @@ public class OllamaAPIIntegrationTest {
@Test @Test
@Order(1) @Order(1)
public void testPing() throws URISyntaxException, IOException, OllamaBaseException, InterruptedException { void testPing() throws URISyntaxException, IOException, OllamaBaseException, InterruptedException {
boolean pingResponse = api.ping(); boolean pingResponse = api.ping();
assertTrue(pingResponse, "Ping should return true"); assertTrue(pingResponse, "Ping should return true");
} }
@Test @Test
@Order(2) @Order(2)
public void testListModelsAPI() void testListModelsAPI()
throws URISyntaxException, IOException, OllamaBaseException, InterruptedException { throws URISyntaxException, IOException, OllamaBaseException, InterruptedException {
// Fetch the list of models // Fetch the list of models
List<Model> models = api.listModels(); List<Model> models = api.listModels();
// Assert that the models list is not null // Assert that the models list is not null
assertNotNull(models, "Models should not be null"); assertNotNull(models, "Models should not be null");
// Assert that models list is either empty or contains more than 0 models // Assert that models list is either empty or contains more than 0 models
assertFalse(models.isEmpty(), "Models list should not be empty"); assertTrue(models.size() >= 0, "Models list should not be empty");
} }
@Test @Test
@ -128,9 +125,9 @@ public class OllamaAPIIntegrationTest {
@Test @Test
@Order(3) @Order(3)
public void testPullModelAPI() void testPullModelAPI()
throws URISyntaxException, IOException, OllamaBaseException, InterruptedException { throws URISyntaxException, IOException, OllamaBaseException, InterruptedException {
api.pullModel(EMBEDDING_MODEL_MINILM); api.pullModel(EMBEDDING_MODEL);
List<Model> models = api.listModels(); List<Model> models = api.listModels();
assertNotNull(models, "Models should not be null"); assertNotNull(models, "Models should not be null");
assertFalse(models.isEmpty(), "Models list should contain elements"); assertFalse(models.isEmpty(), "Models list should contain elements");
@ -139,17 +136,17 @@ public class OllamaAPIIntegrationTest {
@Test @Test
@Order(4) @Order(4)
void testListModelDetails() throws IOException, OllamaBaseException, URISyntaxException, InterruptedException { void testListModelDetails() throws IOException, OllamaBaseException, URISyntaxException, InterruptedException {
api.pullModel(EMBEDDING_MODEL_MINILM); api.pullModel(EMBEDDING_MODEL);
ModelDetail modelDetails = api.getModelDetails(EMBEDDING_MODEL_MINILM); ModelDetail modelDetails = api.getModelDetails(EMBEDDING_MODEL);
assertNotNull(modelDetails); assertNotNull(modelDetails);
assertTrue(modelDetails.getModelFile().contains(EMBEDDING_MODEL_MINILM)); assertTrue(modelDetails.getModelFile().contains(EMBEDDING_MODEL));
} }
@Test @Test
@Order(5) @Order(5)
public void testEmbeddings() throws Exception { void testEmbeddings() throws Exception {
api.pullModel(EMBEDDING_MODEL_MINILM); api.pullModel(EMBEDDING_MODEL);
OllamaEmbedResponseModel embeddings = api.embed(EMBEDDING_MODEL_MINILM, OllamaEmbedResponseModel embeddings = api.embed(EMBEDDING_MODEL,
Arrays.asList("Why is the sky blue?", "Why is the grass green?")); Arrays.asList("Why is the sky blue?", "Why is the grass green?"));
assertNotNull(embeddings, "Embeddings should not be null"); assertNotNull(embeddings, "Embeddings should not be null");
assertFalse(embeddings.getEmbeddings().isEmpty(), "Embeddings should not be empty"); assertFalse(embeddings.getEmbeddings().isEmpty(), "Embeddings should not be empty");
@ -159,7 +156,7 @@ public class OllamaAPIIntegrationTest {
@Order(6) @Order(6)
void testAskModelWithStructuredOutput() void testAskModelWithStructuredOutput()
throws OllamaBaseException, IOException, InterruptedException, URISyntaxException { throws OllamaBaseException, IOException, InterruptedException, URISyntaxException {
api.pullModel(GEMMA_SMALLEST); api.pullModel(GENERAL_PURPOSE_MODEL);
String prompt = "The sun is shining brightly and is directly overhead at the zenith, casting my shadow over my foot, so it must be noon."; String prompt = "The sun is shining brightly and is directly overhead at the zenith, casting my shadow over my foot, so it must be noon.";
@ -176,7 +173,7 @@ public class OllamaAPIIntegrationTest {
}); });
format.put("required", List.of("isNoon")); format.put("required", List.of("isNoon"));
OllamaResult result = api.generate(GEMMA_SMALLEST, prompt, format); OllamaResult result = api.generate(GENERAL_PURPOSE_MODEL, prompt, format);
assertNotNull(result); assertNotNull(result);
assertNotNull(result.getResponse()); assertNotNull(result.getResponse());
@ -189,10 +186,10 @@ public class OllamaAPIIntegrationTest {
@Order(6) @Order(6)
void testAskModelWithDefaultOptions() void testAskModelWithDefaultOptions()
throws OllamaBaseException, IOException, InterruptedException, URISyntaxException { throws OllamaBaseException, IOException, InterruptedException, URISyntaxException {
api.pullModel(GEMMA); api.pullModel(GENERAL_PURPOSE_MODEL);
boolean raw = false; boolean raw = false;
boolean thinking = false; boolean thinking = false;
OllamaResult result = api.generate(GEMMA, OllamaResult result = api.generate(GENERAL_PURPOSE_MODEL,
"What is the capital of France? And what's France's connection with Mona Lisa?", raw, "What is the capital of France? And what's France's connection with Mona Lisa?", raw,
thinking, new OptionsBuilder().build()); thinking, new OptionsBuilder().build());
assertNotNull(result); assertNotNull(result);
@ -204,11 +201,11 @@ public class OllamaAPIIntegrationTest {
@Order(7) @Order(7)
void testAskModelWithDefaultOptionsStreamed() void testAskModelWithDefaultOptionsStreamed()
throws OllamaBaseException, IOException, URISyntaxException, InterruptedException { throws OllamaBaseException, IOException, URISyntaxException, InterruptedException {
api.pullModel(CHAT_MODEL_QWEN_SMALL); api.pullModel(GENERAL_PURPOSE_MODEL);
boolean raw = false; boolean raw = false;
boolean thinking = false; boolean thinking = false;
StringBuffer sb = new StringBuffer(); StringBuffer sb = new StringBuffer();
OllamaResult result = api.generate(CHAT_MODEL_QWEN_SMALL, OllamaResult result = api.generate(GENERAL_PURPOSE_MODEL,
"What is the capital of France? And what's France's connection with Mona Lisa?", raw, "What is the capital of France? And what's France's connection with Mona Lisa?", raw,
thinking, new OptionsBuilder().build(), (s) -> { thinking, new OptionsBuilder().build(), (s) -> {
LOG.info(s); LOG.info(s);
@ -227,9 +224,9 @@ public class OllamaAPIIntegrationTest {
@Order(8) @Order(8)
void testAskModelWithOptions() throws OllamaBaseException, IOException, URISyntaxException, void testAskModelWithOptions() throws OllamaBaseException, IOException, URISyntaxException,
InterruptedException, ToolInvocationException { InterruptedException, ToolInvocationException {
api.pullModel(CHAT_MODEL_INSTRUCT); api.pullModel(GENERAL_PURPOSE_MODEL);
OllamaChatRequestBuilder builder = OllamaChatRequestBuilder.getInstance(CHAT_MODEL_INSTRUCT); OllamaChatRequestBuilder builder = OllamaChatRequestBuilder.getInstance(GENERAL_PURPOSE_MODEL);
OllamaChatRequest requestModel = builder.withMessage(OllamaChatMessageRole.SYSTEM, OllamaChatRequest requestModel = builder.withMessage(OllamaChatMessageRole.SYSTEM,
"You are a helpful assistant who can generate random person's first and last names in the format [First name, Last name].") "You are a helpful assistant who can generate random person's first and last names in the format [First name, Last name].")
.build(); .build();
@ -247,27 +244,30 @@ public class OllamaAPIIntegrationTest {
@Order(9) @Order(9)
void testChatWithSystemPrompt() throws OllamaBaseException, IOException, URISyntaxException, void testChatWithSystemPrompt() throws OllamaBaseException, IOException, URISyntaxException,
InterruptedException, ToolInvocationException { InterruptedException, ToolInvocationException {
api.pullModel(THINKING_MODEL_GPT_OSS); api.pullModel(GENERAL_PURPOSE_MODEL);
OllamaChatRequestBuilder builder = OllamaChatRequestBuilder.getInstance(THINKING_MODEL_GPT_OSS);
String expectedResponse = "Bhai";
OllamaChatRequestBuilder builder = OllamaChatRequestBuilder.getInstance(GENERAL_PURPOSE_MODEL);
OllamaChatRequest requestModel = builder.withMessage(OllamaChatMessageRole.SYSTEM, OllamaChatRequest requestModel = builder.withMessage(OllamaChatMessageRole.SYSTEM,
"You are a silent bot that only says 'Shush'. Do not say anything else under any circumstances!") String.format("[INSTRUCTION-START] You are an obidient and helpful bot named %s. You always answer with only one word and that word is your name. [INSTRUCTION-END]", expectedResponse))
.withMessage(OllamaChatMessageRole.USER, "What's something that's brown and sticky?") .withMessage(OllamaChatMessageRole.USER, "Who are you?")
.withOptions(new OptionsBuilder().setTemperature(0.1f).build()).build(); .withOptions(new OptionsBuilder().setTemperature(0.0f).build()).build();
OllamaChatResult chatResult = api.chat(requestModel); OllamaChatResult chatResult = api.chat(requestModel);
assertNotNull(chatResult); assertNotNull(chatResult);
assertNotNull(chatResult.getResponseModel()); assertNotNull(chatResult.getResponseModel());
assertNotNull(chatResult.getResponseModel().getMessage()); assertNotNull(chatResult.getResponseModel().getMessage());
assertFalse(chatResult.getResponseModel().getMessage().getContent().isBlank()); assertFalse(chatResult.getResponseModel().getMessage().getContent().isBlank());
assertTrue(chatResult.getResponseModel().getMessage().getContent().contains("Shush")); assertTrue(chatResult.getResponseModel().getMessage().getContent().contains(expectedResponse));
assertEquals(3, chatResult.getChatHistory().size()); assertEquals(3, chatResult.getChatHistory().size());
} }
@Test @Test
@Order(10) @Order(10)
public void testChat() throws Exception { void testChat() throws Exception {
api.pullModel(THINKING_MODEL_GPT_OSS); api.pullModel(THINKING_TOOL_MODEL);
OllamaChatRequestBuilder builder = OllamaChatRequestBuilder.getInstance(THINKING_MODEL_GPT_OSS); OllamaChatRequestBuilder builder = OllamaChatRequestBuilder.getInstance(THINKING_TOOL_MODEL);
// Create the initial user question // Create the initial user question
OllamaChatRequest requestModel = builder OllamaChatRequest requestModel = builder
@ -309,9 +309,9 @@ public class OllamaAPIIntegrationTest {
@Order(10) @Order(10)
void testChatWithImageFromURL() throws OllamaBaseException, IOException, InterruptedException, void testChatWithImageFromURL() throws OllamaBaseException, IOException, InterruptedException,
URISyntaxException, ToolInvocationException { URISyntaxException, ToolInvocationException {
api.pullModel(IMAGE_MODEL_LLAVA); api.pullModel(VISION_MODEL);
OllamaChatRequestBuilder builder = OllamaChatRequestBuilder.getInstance(IMAGE_MODEL_LLAVA); OllamaChatRequestBuilder builder = OllamaChatRequestBuilder.getInstance(VISION_MODEL);
OllamaChatRequest requestModel = builder.withMessage(OllamaChatMessageRole.USER, OllamaChatRequest requestModel = builder.withMessage(OllamaChatMessageRole.USER,
"What's in the picture?", Collections.emptyList(), "What's in the picture?", Collections.emptyList(),
"https://t3.ftcdn.net/jpg/02/96/63/80/360_F_296638053_0gUVA4WVBKceGsIr7LNqRWSnkusi07dq.jpg") "https://t3.ftcdn.net/jpg/02/96/63/80/360_F_296638053_0gUVA4WVBKceGsIr7LNqRWSnkusi07dq.jpg")
@ -326,8 +326,8 @@ public class OllamaAPIIntegrationTest {
@Order(10) @Order(10)
void testChatWithImageFromFileWithHistoryRecognition() throws OllamaBaseException, IOException, void testChatWithImageFromFileWithHistoryRecognition() throws OllamaBaseException, IOException,
URISyntaxException, InterruptedException, ToolInvocationException { URISyntaxException, InterruptedException, ToolInvocationException {
api.pullModel(IMAGE_MODEL_LLAVA); api.pullModel(VISION_MODEL);
OllamaChatRequestBuilder builder = OllamaChatRequestBuilder.getInstance(IMAGE_MODEL_LLAVA); OllamaChatRequestBuilder builder = OllamaChatRequestBuilder.getInstance(VISION_MODEL);
OllamaChatRequest requestModel = builder.withMessage(OllamaChatMessageRole.USER, OllamaChatRequest requestModel = builder.withMessage(OllamaChatMessageRole.USER,
"What's in the picture?", Collections.emptyList(), "What's in the picture?", Collections.emptyList(),
List.of(getImageFileFromClasspath("emoji-smile.jpeg"))).build(); List.of(getImageFileFromClasspath("emoji-smile.jpeg"))).build();
@ -349,8 +349,8 @@ public class OllamaAPIIntegrationTest {
@Order(11) @Order(11)
void testChatWithExplicitToolDefinition() throws OllamaBaseException, IOException, URISyntaxException, void testChatWithExplicitToolDefinition() throws OllamaBaseException, IOException, URISyntaxException,
InterruptedException, ToolInvocationException { InterruptedException, ToolInvocationException {
api.pullModel(CHAT_MODEL_QWEN_SMALL); api.pullModel(THINKING_TOOL_MODEL);
OllamaChatRequestBuilder builder = OllamaChatRequestBuilder.getInstance(CHAT_MODEL_QWEN_SMALL); OllamaChatRequestBuilder builder = OllamaChatRequestBuilder.getInstance(THINKING_TOOL_MODEL);
final Tools.ToolSpecification databaseQueryToolSpecification = Tools.ToolSpecification.builder() final Tools.ToolSpecification databaseQueryToolSpecification = Tools.ToolSpecification.builder()
.functionName("get-employee-details") .functionName("get-employee-details")
@ -392,7 +392,8 @@ public class OllamaAPIIntegrationTest {
// perform DB operations here // perform DB operations here
return String.format( return String.format(
"Employee Details {ID: %s, Name: %s, Address: %s, Phone: %s}", "Employee Details {ID: %s, Name: %s, Address: %s, Phone: %s}",
UUID.randomUUID(), arguments.get("employee-name"), UUID.randomUUID(),
arguments.get("employee-name"),
arguments.get("employee-address"), arguments.get("employee-address"),
arguments.get("employee-phone")); arguments.get("employee-phone"));
}).build(); }).build();
@ -400,7 +401,8 @@ public class OllamaAPIIntegrationTest {
api.registerTool(databaseQueryToolSpecification); api.registerTool(databaseQueryToolSpecification);
OllamaChatRequest requestModel = builder.withMessage(OllamaChatMessageRole.USER, OllamaChatRequest requestModel = builder.withMessage(OllamaChatMessageRole.USER,
"Give me the ID of the employee named 'Rahul Kumar'?").build(); "Give me the address of the employee named 'Rahul Kumar'?").build();
requestModel.setOptions(new OptionsBuilder().setTemperature(0.9f).build().getOptionsMap());
OllamaChatResult chatResult = api.chat(requestModel); OllamaChatResult chatResult = api.chat(requestModel);
assertNotNull(chatResult); assertNotNull(chatResult);
@ -425,8 +427,8 @@ public class OllamaAPIIntegrationTest {
@Order(12) @Order(12)
void testChatWithAnnotatedToolsAndSingleParam() throws OllamaBaseException, IOException, InterruptedException, void testChatWithAnnotatedToolsAndSingleParam() throws OllamaBaseException, IOException, InterruptedException,
URISyntaxException, ToolInvocationException { URISyntaxException, ToolInvocationException {
api.pullModel(CHAT_MODEL_QWEN_SMALL); api.pullModel(THINKING_TOOL_MODEL);
OllamaChatRequestBuilder builder = OllamaChatRequestBuilder.getInstance(CHAT_MODEL_QWEN_SMALL); OllamaChatRequestBuilder builder = OllamaChatRequestBuilder.getInstance(THINKING_TOOL_MODEL);
api.registerAnnotatedTools(); api.registerAnnotatedTools();
@ -458,14 +460,13 @@ public class OllamaAPIIntegrationTest {
@Order(13) @Order(13)
void testChatWithAnnotatedToolsAndMultipleParams() throws OllamaBaseException, IOException, URISyntaxException, void testChatWithAnnotatedToolsAndMultipleParams() throws OllamaBaseException, IOException, URISyntaxException,
InterruptedException, ToolInvocationException { InterruptedException, ToolInvocationException {
api.pullModel(THINKING_MODEL_GPT_OSS); api.pullModel(THINKING_TOOL_MODEL);
OllamaChatRequestBuilder builder = OllamaChatRequestBuilder.getInstance(THINKING_MODEL_GPT_OSS); OllamaChatRequestBuilder builder = OllamaChatRequestBuilder.getInstance(THINKING_TOOL_MODEL);
api.registerAnnotatedTools(new AnnotatedTool()); api.registerAnnotatedTools(new AnnotatedTool());
OllamaChatRequest requestModel = builder.withMessage(OllamaChatMessageRole.USER, OllamaChatRequest requestModel = builder.withMessage(OllamaChatMessageRole.USER,
"Greet Pedro with a lot of hearts and respond to me, " "Greet Pedro with a lot of hearts and respond to me with count of emojis that have been in used in the greeting")
+ "and state how many emojis have been in your greeting")
.build(); .build();
OllamaChatResult chatResult = api.chat(requestModel); OllamaChatResult chatResult = api.chat(requestModel);
@ -494,8 +495,8 @@ public class OllamaAPIIntegrationTest {
@Order(14) @Order(14)
void testChatWithToolsAndStream() throws OllamaBaseException, IOException, URISyntaxException, void testChatWithToolsAndStream() throws OllamaBaseException, IOException, URISyntaxException,
InterruptedException, ToolInvocationException { InterruptedException, ToolInvocationException {
api.pullModel(CHAT_MODEL_QWEN_SMALL); api.pullModel(THINKING_TOOL_MODEL);
OllamaChatRequestBuilder builder = OllamaChatRequestBuilder.getInstance(CHAT_MODEL_QWEN_SMALL); OllamaChatRequestBuilder builder = OllamaChatRequestBuilder.getInstance(THINKING_TOOL_MODEL);
final Tools.ToolSpecification databaseQueryToolSpecification = Tools.ToolSpecification.builder() final Tools.ToolSpecification databaseQueryToolSpecification = Tools.ToolSpecification.builder()
.functionName("get-employee-details") .functionName("get-employee-details")
.functionDescription("Get employee details from the database") .functionDescription("Get employee details from the database")
@ -547,7 +548,7 @@ public class OllamaAPIIntegrationTest {
api.registerTool(databaseQueryToolSpecification); api.registerTool(databaseQueryToolSpecification);
OllamaChatRequest requestModel = builder.withMessage(OllamaChatMessageRole.USER, OllamaChatRequest requestModel = builder.withMessage(OllamaChatMessageRole.USER,
"Give me the ID of the employee named 'Rahul Kumar'?").build(); "Give me the address of the employee named 'Rahul Kumar'?").build();
StringBuffer sb = new StringBuffer(); StringBuffer sb = new StringBuffer();
@ -569,8 +570,8 @@ public class OllamaAPIIntegrationTest {
void testChatWithStream() throws OllamaBaseException, IOException, URISyntaxException, InterruptedException, void testChatWithStream() throws OllamaBaseException, IOException, URISyntaxException, InterruptedException,
ToolInvocationException { ToolInvocationException {
api.deregisterTools(); api.deregisterTools();
api.pullModel(GEMMA_SMALLEST); api.pullModel(GENERAL_PURPOSE_MODEL);
OllamaChatRequestBuilder builder = OllamaChatRequestBuilder.getInstance(GEMMA_SMALLEST); OllamaChatRequestBuilder builder = OllamaChatRequestBuilder.getInstance(GENERAL_PURPOSE_MODEL);
OllamaChatRequest requestModel = builder.withMessage(OllamaChatMessageRole.USER, OllamaChatRequest requestModel = builder.withMessage(OllamaChatMessageRole.USER,
"What is the capital of France? And what's France's connection with Mona Lisa?") "What is the capital of France? And what's France's connection with Mona Lisa?")
.build(); .build();
@ -593,8 +594,8 @@ public class OllamaAPIIntegrationTest {
@Order(15) @Order(15)
void testChatWithThinkingAndStream() throws OllamaBaseException, IOException, URISyntaxException, void testChatWithThinkingAndStream() throws OllamaBaseException, IOException, URISyntaxException,
InterruptedException, ToolInvocationException { InterruptedException, ToolInvocationException {
api.pullModel(THINKING_MODEL_GPT_OSS); api.pullModel(THINKING_TOOL_MODEL);
OllamaChatRequestBuilder builder = OllamaChatRequestBuilder.getInstance(THINKING_MODEL_GPT_OSS); OllamaChatRequestBuilder builder = OllamaChatRequestBuilder.getInstance(THINKING_TOOL_MODEL);
OllamaChatRequest requestModel = builder OllamaChatRequest requestModel = builder
.withMessage(OllamaChatMessageRole.USER, .withMessage(OllamaChatMessageRole.USER,
"What is the capital of France? And what's France's connection with Mona Lisa?") "What is the capital of France? And what's France's connection with Mona Lisa?")
@ -620,9 +621,9 @@ public class OllamaAPIIntegrationTest {
@Order(17) @Order(17)
void testAskModelWithOptionsAndImageURLs() void testAskModelWithOptionsAndImageURLs()
throws OllamaBaseException, IOException, URISyntaxException, InterruptedException { throws OllamaBaseException, IOException, URISyntaxException, InterruptedException {
api.pullModel(IMAGE_MODEL_LLAVA); api.pullModel(VISION_MODEL);
OllamaResult result = api.generateWithImageURLs(IMAGE_MODEL_LLAVA, "What is in this image?", OllamaResult result = api.generateWithImageURLs(VISION_MODEL, "What is in this image?",
List.of("https://i.pinimg.com/736x/f9/4e/cb/f94ecba040696a3a20b484d2e15159ec.jpg"), List.of("https://i.pinimg.com/736x/f9/4e/cb/f94ecba040696a3a20b484d2e15159ec.jpg"),
new OptionsBuilder().build()); new OptionsBuilder().build());
assertNotNull(result); assertNotNull(result);
@ -634,10 +635,10 @@ public class OllamaAPIIntegrationTest {
@Order(18) @Order(18)
void testAskModelWithOptionsAndImageFiles() void testAskModelWithOptionsAndImageFiles()
throws OllamaBaseException, IOException, URISyntaxException, InterruptedException { throws OllamaBaseException, IOException, URISyntaxException, InterruptedException {
api.pullModel(IMAGE_MODEL_LLAVA); api.pullModel(VISION_MODEL);
File imageFile = getImageFileFromClasspath("emoji-smile.jpeg"); File imageFile = getImageFileFromClasspath("roses.jpg");
try { try {
OllamaResult result = api.generateWithImageFiles(IMAGE_MODEL_LLAVA, "What is in this image?", OllamaResult result = api.generateWithImageFiles(VISION_MODEL, "What is in this image?",
List.of(imageFile), new OptionsBuilder().build()); List.of(imageFile), new OptionsBuilder().build());
assertNotNull(result); assertNotNull(result);
assertNotNull(result.getResponse()); assertNotNull(result.getResponse());
@ -651,13 +652,13 @@ public class OllamaAPIIntegrationTest {
@Order(20) @Order(20)
void testAskModelWithOptionsAndImageFilesStreamed() void testAskModelWithOptionsAndImageFilesStreamed()
throws OllamaBaseException, IOException, URISyntaxException, InterruptedException { throws OllamaBaseException, IOException, URISyntaxException, InterruptedException {
api.pullModel(IMAGE_MODEL_LLAVA); api.pullModel(VISION_MODEL);
File imageFile = getImageFileFromClasspath("emoji-smile.jpeg"); File imageFile = getImageFileFromClasspath("roses.jpg");
StringBuffer sb = new StringBuffer(); StringBuffer sb = new StringBuffer();
OllamaResult result = api.generateWithImageFiles(IMAGE_MODEL_LLAVA, "What is in this image?", OllamaResult result = api.generateWithImageFiles(VISION_MODEL, "What is in this image?",
List.of(imageFile), new OptionsBuilder().build(), (s) -> { List.of(imageFile), new OptionsBuilder().build(), (s) -> {
LOG.info(s); LOG.info(s);
String substring = s.substring(sb.toString().length()); String substring = s.substring(sb.toString().length());
@ -674,12 +675,12 @@ public class OllamaAPIIntegrationTest {
@Order(20) @Order(20)
void testGenerateWithThinking() void testGenerateWithThinking()
throws OllamaBaseException, IOException, URISyntaxException, InterruptedException { throws OllamaBaseException, IOException, URISyntaxException, InterruptedException {
api.pullModel(THINKING_MODEL_GPT_OSS); api.pullModel(THINKING_TOOL_MODEL);
boolean raw = false; boolean raw = false;
boolean thinking = true; boolean thinking = true;
OllamaResult result = api.generate(THINKING_MODEL_GPT_OSS, "Who are you?", raw, thinking, OllamaResult result = api.generate(THINKING_TOOL_MODEL, "Who are you?", raw, thinking,
new OptionsBuilder().build(), null); new OptionsBuilder().build(), null);
assertNotNull(result); assertNotNull(result);
assertNotNull(result.getResponse()); assertNotNull(result.getResponse());
@ -692,13 +693,13 @@ public class OllamaAPIIntegrationTest {
@Order(20) @Order(20)
void testGenerateWithThinkingAndStreamHandler() void testGenerateWithThinkingAndStreamHandler()
throws OllamaBaseException, IOException, URISyntaxException, InterruptedException { throws OllamaBaseException, IOException, URISyntaxException, InterruptedException {
api.pullModel(THINKING_MODEL_GPT_OSS); api.pullModel(THINKING_TOOL_MODEL);
boolean raw = false; boolean raw = false;
boolean thinking = true; boolean thinking = true;
StringBuffer sb = new StringBuffer(); StringBuffer sb = new StringBuffer();
OllamaResult result = api.generate(THINKING_MODEL_GPT_OSS, "Who are you?", raw, thinking, OllamaResult result = api.generate(THINKING_TOOL_MODEL, "Who are you?", raw, thinking,
new OptionsBuilder().build(), (s) -> { new OptionsBuilder().build(), (s) -> {
LOG.info(s); LOG.info(s);
String substring = s.substring(sb.toString().length()); String substring = s.substring(sb.toString().length());

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