mirror of
https://github.com/amithkoujalgi/ollama4j.git
synced 2025-11-04 18:40:40 +01:00
Added support for tools/function calling - specifically for Mistral's latest model.
This commit is contained in:
Amith Koujalgi
@@ -1,7 +1,5 @@
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package io.github.amithkoujalgi.ollama4j.integrationtests;
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import static org.junit.jupiter.api.Assertions.*;
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import io.github.amithkoujalgi.ollama4j.core.OllamaAPI;
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import io.github.amithkoujalgi.ollama4j.core.exceptions.OllamaBaseException;
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import io.github.amithkoujalgi.ollama4j.core.models.ModelDetail;
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@@ -10,9 +8,16 @@ import io.github.amithkoujalgi.ollama4j.core.models.chat.OllamaChatMessageRole;
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import io.github.amithkoujalgi.ollama4j.core.models.chat.OllamaChatRequestBuilder;
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import io.github.amithkoujalgi.ollama4j.core.models.chat.OllamaChatRequestModel;
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import io.github.amithkoujalgi.ollama4j.core.models.chat.OllamaChatResult;
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import io.github.amithkoujalgi.ollama4j.core.models.embeddings.OllamaEmbeddingsRequestModel;
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import io.github.amithkoujalgi.ollama4j.core.models.embeddings.OllamaEmbeddingsRequestBuilder;
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import io.github.amithkoujalgi.ollama4j.core.models.embeddings.OllamaEmbeddingsRequestModel;
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import io.github.amithkoujalgi.ollama4j.core.utils.OptionsBuilder;
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import lombok.Data;
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import org.junit.jupiter.api.BeforeEach;
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import org.junit.jupiter.api.Order;
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import org.junit.jupiter.api.Test;
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import org.slf4j.Logger;
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import org.slf4j.LoggerFactory;
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import java.io.File;
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import java.io.IOException;
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import java.io.InputStream;
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@@ -22,372 +27,369 @@ import java.net.http.HttpConnectTimeoutException;
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import java.util.List;
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import java.util.Objects;
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import java.util.Properties;
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import lombok.Data;
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import org.junit.jupiter.api.BeforeEach;
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import org.junit.jupiter.api.Order;
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import org.junit.jupiter.api.Test;
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import org.slf4j.Logger;
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import org.slf4j.LoggerFactory;
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import static org.junit.jupiter.api.Assertions.*;
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class TestRealAPIs {
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private static final Logger LOG = LoggerFactory.getLogger(TestRealAPIs.class);
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private static final Logger LOG = LoggerFactory.getLogger(TestRealAPIs.class);
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OllamaAPI ollamaAPI;
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Config config;
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OllamaAPI ollamaAPI;
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Config config;
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private File getImageFileFromClasspath(String fileName) {
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ClassLoader classLoader = getClass().getClassLoader();
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return new File(Objects.requireNonNull(classLoader.getResource(fileName)).getFile());
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}
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@BeforeEach
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void setUp() {
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config = new Config();
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ollamaAPI = new OllamaAPI(config.getOllamaURL());
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ollamaAPI.setRequestTimeoutSeconds(config.getRequestTimeoutSeconds());
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}
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@Test
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@Order(1)
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void testWrongEndpoint() {
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OllamaAPI ollamaAPI = new OllamaAPI("http://wrong-host:11434");
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assertThrows(ConnectException.class, ollamaAPI::listModels);
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}
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@Test
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@Order(1)
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void testEndpointReachability() {
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try {
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assertNotNull(ollamaAPI.listModels());
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} catch (HttpConnectTimeoutException e) {
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fail(e.getMessage());
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} catch (Exception e) {
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fail(e);
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private File getImageFileFromClasspath(String fileName) {
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ClassLoader classLoader = getClass().getClassLoader();
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return new File(Objects.requireNonNull(classLoader.getResource(fileName)).getFile());
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}
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}
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@Test
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@Order(2)
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void testListModels() {
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testEndpointReachability();
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try {
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assertNotNull(ollamaAPI.listModels());
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ollamaAPI.listModels().forEach(System.out::println);
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} catch (IOException | OllamaBaseException | InterruptedException | URISyntaxException e) {
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fail(e);
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@BeforeEach
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void setUp() {
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config = new Config();
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ollamaAPI = new OllamaAPI(config.getOllamaURL());
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ollamaAPI.setRequestTimeoutSeconds(config.getRequestTimeoutSeconds());
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}
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}
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@Test
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@Order(2)
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void testPullModel() {
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testEndpointReachability();
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try {
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ollamaAPI.pullModel(config.getModel());
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boolean found =
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ollamaAPI.listModels().stream()
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.anyMatch(model -> model.getModel().equalsIgnoreCase(config.getModel()));
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assertTrue(found);
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} catch (IOException | OllamaBaseException | InterruptedException | URISyntaxException e) {
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fail(e);
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@Test
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@Order(1)
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void testWrongEndpoint() {
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OllamaAPI ollamaAPI = new OllamaAPI("http://wrong-host:11434");
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assertThrows(ConnectException.class, ollamaAPI::listModels);
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}
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}
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@Test
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@Order(3)
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void testListDtails() {
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testEndpointReachability();
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try {
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ModelDetail modelDetails = ollamaAPI.getModelDetails(config.getModel());
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assertNotNull(modelDetails);
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System.out.println(modelDetails);
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} catch (IOException | OllamaBaseException | InterruptedException | URISyntaxException e) {
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fail(e);
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@Test
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@Order(1)
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void testEndpointReachability() {
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try {
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assertNotNull(ollamaAPI.listModels());
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} catch (HttpConnectTimeoutException e) {
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fail(e.getMessage());
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} catch (Exception e) {
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fail(e);
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}
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}
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}
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@Test
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@Order(3)
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void testAskModelWithDefaultOptions() {
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testEndpointReachability();
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try {
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OllamaResult result =
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ollamaAPI.generate(
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config.getModel(),
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"What is the capital of France? And what's France's connection with Mona Lisa?",
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new OptionsBuilder().build());
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assertNotNull(result);
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assertNotNull(result.getResponse());
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assertFalse(result.getResponse().isEmpty());
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} catch (IOException | OllamaBaseException | InterruptedException e) {
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fail(e);
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@Test
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@Order(2)
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void testListModels() {
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testEndpointReachability();
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try {
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assertNotNull(ollamaAPI.listModels());
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ollamaAPI.listModels().forEach(System.out::println);
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} catch (IOException | OllamaBaseException | InterruptedException | URISyntaxException e) {
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fail(e);
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}
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}
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}
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@Test
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@Order(3)
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void testAskModelWithDefaultOptionsStreamed() {
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testEndpointReachability();
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try {
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StringBuffer sb = new StringBuffer("");
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OllamaResult result = ollamaAPI.generate(config.getModel(),
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"What is the capital of France? And what's France's connection with Mona Lisa?",
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new OptionsBuilder().build(), (s) -> {
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LOG.info(s);
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String substring = s.substring(sb.toString().length(), s.length());
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LOG.info(substring);
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sb.append(substring);
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});
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assertNotNull(result);
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assertNotNull(result.getResponse());
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assertFalse(result.getResponse().isEmpty());
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assertEquals(sb.toString().trim(), result.getResponse().trim());
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} catch (IOException | OllamaBaseException | InterruptedException e) {
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fail(e);
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@Test
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@Order(2)
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void testPullModel() {
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testEndpointReachability();
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try {
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ollamaAPI.pullModel(config.getModel());
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boolean found =
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ollamaAPI.listModels().stream()
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.anyMatch(model -> model.getModel().equalsIgnoreCase(config.getModel()));
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assertTrue(found);
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} catch (IOException | OllamaBaseException | InterruptedException | URISyntaxException e) {
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fail(e);
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}
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}
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}
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@Test
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@Order(3)
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void testAskModelWithOptions() {
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testEndpointReachability();
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try {
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OllamaResult result =
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ollamaAPI.generate(
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config.getModel(),
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"What is the capital of France? And what's France's connection with Mona Lisa?",
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new OptionsBuilder().setTemperature(0.9f).build());
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assertNotNull(result);
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assertNotNull(result.getResponse());
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assertFalse(result.getResponse().isEmpty());
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} catch (IOException | OllamaBaseException | InterruptedException e) {
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fail(e);
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@Test
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@Order(3)
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void testListDtails() {
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testEndpointReachability();
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try {
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ModelDetail modelDetails = ollamaAPI.getModelDetails(config.getModel());
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assertNotNull(modelDetails);
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System.out.println(modelDetails);
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} catch (IOException | OllamaBaseException | InterruptedException | URISyntaxException e) {
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fail(e);
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}
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}
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}
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@Test
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@Order(3)
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void testChat() {
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testEndpointReachability();
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try {
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OllamaChatRequestBuilder builder = OllamaChatRequestBuilder.getInstance(config.getModel());
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OllamaChatRequestModel requestModel = builder.withMessage(OllamaChatMessageRole.USER, "What is the capital of France?")
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.withMessage(OllamaChatMessageRole.ASSISTANT, "Should be Paris!")
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.withMessage(OllamaChatMessageRole.USER,"And what is the second larges city?")
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.build();
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OllamaChatResult chatResult = ollamaAPI.chat(requestModel);
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assertNotNull(chatResult);
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assertFalse(chatResult.getResponse().isBlank());
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assertEquals(4,chatResult.getChatHistory().size());
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} catch (IOException | OllamaBaseException | InterruptedException e) {
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fail(e);
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@Test
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@Order(3)
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void testAskModelWithDefaultOptions() {
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testEndpointReachability();
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try {
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OllamaResult result =
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ollamaAPI.generate(
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config.getModel(),
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"What is the capital of France? And what's France's connection with Mona Lisa?",
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false,
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new OptionsBuilder().build());
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assertNotNull(result);
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assertNotNull(result.getResponse());
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assertFalse(result.getResponse().isEmpty());
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} catch (IOException | OllamaBaseException | InterruptedException e) {
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fail(e);
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}
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}
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}
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@Test
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@Order(3)
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void testChatWithSystemPrompt() {
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testEndpointReachability();
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try {
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OllamaChatRequestBuilder builder = OllamaChatRequestBuilder.getInstance(config.getModel());
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OllamaChatRequestModel requestModel = builder.withMessage(OllamaChatMessageRole.SYSTEM,
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"You are a silent bot that only says 'NI'. Do not say anything else under any circumstances!")
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.withMessage(OllamaChatMessageRole.USER,
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"What is the capital of France? And what's France's connection with Mona Lisa?")
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.build();
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@Test
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@Order(3)
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void testAskModelWithDefaultOptionsStreamed() {
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testEndpointReachability();
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try {
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StringBuffer sb = new StringBuffer("");
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OllamaResult result = ollamaAPI.generate(config.getModel(),
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"What is the capital of France? And what's France's connection with Mona Lisa?",
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false,
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new OptionsBuilder().build(), (s) -> {
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LOG.info(s);
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String substring = s.substring(sb.toString().length(), s.length());
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LOG.info(substring);
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sb.append(substring);
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});
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OllamaChatResult chatResult = ollamaAPI.chat(requestModel);
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assertNotNull(chatResult);
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assertFalse(chatResult.getResponse().isBlank());
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assertTrue(chatResult.getResponse().startsWith("NI"));
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assertEquals(3, chatResult.getChatHistory().size());
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} catch (IOException | OllamaBaseException | InterruptedException e) {
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fail(e);
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assertNotNull(result);
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assertNotNull(result.getResponse());
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assertFalse(result.getResponse().isEmpty());
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assertEquals(sb.toString().trim(), result.getResponse().trim());
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} catch (IOException | OllamaBaseException | InterruptedException e) {
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fail(e);
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}
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}
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}
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@Test
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@Order(3)
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void testChatWithStream() {
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testEndpointReachability();
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try {
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OllamaChatRequestBuilder builder = OllamaChatRequestBuilder.getInstance(config.getModel());
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OllamaChatRequestModel requestModel = builder.withMessage(OllamaChatMessageRole.USER,
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"What is the capital of France? And what's France's connection with Mona Lisa?")
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.build();
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StringBuffer sb = new StringBuffer("");
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OllamaChatResult chatResult = ollamaAPI.chat(requestModel,(s) -> {
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LOG.info(s);
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String substring = s.substring(sb.toString().length(), s.length());
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LOG.info(substring);
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sb.append(substring);
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});
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assertNotNull(chatResult);
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assertEquals(sb.toString().trim(), chatResult.getResponse().trim());
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} catch (IOException | OllamaBaseException | InterruptedException e) {
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fail(e);
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@Test
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@Order(3)
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void testAskModelWithOptions() {
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testEndpointReachability();
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try {
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OllamaResult result =
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ollamaAPI.generate(
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config.getModel(),
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"What is the capital of France? And what's France's connection with Mona Lisa?",
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true,
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new OptionsBuilder().setTemperature(0.9f).build());
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assertNotNull(result);
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assertNotNull(result.getResponse());
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assertFalse(result.getResponse().isEmpty());
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} catch (IOException | OllamaBaseException | InterruptedException e) {
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fail(e);
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}
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}
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}
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@Test
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@Order(3)
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void testChatWithImageFromFileWithHistoryRecognition() {
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testEndpointReachability();
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try {
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OllamaChatRequestBuilder builder =
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OllamaChatRequestBuilder.getInstance(config.getImageModel());
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OllamaChatRequestModel requestModel =
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builder.withMessage(OllamaChatMessageRole.USER, "What's in the picture?",
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List.of(getImageFileFromClasspath("dog-on-a-boat.jpg"))).build();
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@Test
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@Order(3)
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void testChat() {
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testEndpointReachability();
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try {
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OllamaChatRequestBuilder builder = OllamaChatRequestBuilder.getInstance(config.getModel());
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OllamaChatRequestModel requestModel = builder.withMessage(OllamaChatMessageRole.USER, "What is the capital of France?")
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.withMessage(OllamaChatMessageRole.ASSISTANT, "Should be Paris!")
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.withMessage(OllamaChatMessageRole.USER, "And what is the second larges city?")
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.build();
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OllamaChatResult chatResult = ollamaAPI.chat(requestModel);
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assertNotNull(chatResult);
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assertNotNull(chatResult.getResponse());
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builder.reset();
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requestModel =
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builder.withMessages(chatResult.getChatHistory())
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.withMessage(OllamaChatMessageRole.USER, "What's the dogs breed?").build();
|
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chatResult = ollamaAPI.chat(requestModel);
|
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assertNotNull(chatResult);
|
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assertNotNull(chatResult.getResponse());
|
||||
|
||||
|
||||
} catch (IOException | OllamaBaseException | InterruptedException e) {
|
||||
fail(e);
|
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OllamaChatResult chatResult = ollamaAPI.chat(requestModel);
|
||||
assertNotNull(chatResult);
|
||||
assertFalse(chatResult.getResponse().isBlank());
|
||||
assertEquals(4, chatResult.getChatHistory().size());
|
||||
} catch (IOException | OllamaBaseException | InterruptedException e) {
|
||||
fail(e);
|
||||
}
|
||||
}
|
||||
}
|
||||
|
||||
@Test
|
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@Order(3)
|
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void testChatWithImageFromURL() {
|
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testEndpointReachability();
|
||||
try {
|
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OllamaChatRequestBuilder builder = OllamaChatRequestBuilder.getInstance(config.getImageModel());
|
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OllamaChatRequestModel requestModel = builder.withMessage(OllamaChatMessageRole.USER, "What's in the picture?",
|
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"https://t3.ftcdn.net/jpg/02/96/63/80/360_F_296638053_0gUVA4WVBKceGsIr7LNqRWSnkusi07dq.jpg")
|
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.build();
|
||||
@Test
|
||||
@Order(3)
|
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void testChatWithSystemPrompt() {
|
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testEndpointReachability();
|
||||
try {
|
||||
OllamaChatRequestBuilder builder = OllamaChatRequestBuilder.getInstance(config.getModel());
|
||||
OllamaChatRequestModel requestModel = builder.withMessage(OllamaChatMessageRole.SYSTEM,
|
||||
"You are a silent bot that only says 'NI'. Do not say anything else under any circumstances!")
|
||||
.withMessage(OllamaChatMessageRole.USER,
|
||||
"What is the capital of France? And what's France's connection with Mona Lisa?")
|
||||
.build();
|
||||
|
||||
OllamaChatResult chatResult = ollamaAPI.chat(requestModel);
|
||||
assertNotNull(chatResult);
|
||||
} catch (IOException | OllamaBaseException | InterruptedException e) {
|
||||
fail(e);
|
||||
OllamaChatResult chatResult = ollamaAPI.chat(requestModel);
|
||||
assertNotNull(chatResult);
|
||||
assertFalse(chatResult.getResponse().isBlank());
|
||||
assertTrue(chatResult.getResponse().startsWith("NI"));
|
||||
assertEquals(3, chatResult.getChatHistory().size());
|
||||
} catch (IOException | OllamaBaseException | InterruptedException e) {
|
||||
fail(e);
|
||||
}
|
||||
}
|
||||
}
|
||||
|
||||
@Test
|
||||
@Order(3)
|
||||
void testAskModelWithOptionsAndImageFiles() {
|
||||
testEndpointReachability();
|
||||
File imageFile = getImageFileFromClasspath("dog-on-a-boat.jpg");
|
||||
try {
|
||||
OllamaResult result =
|
||||
ollamaAPI.generateWithImageFiles(
|
||||
config.getImageModel(),
|
||||
"What is in this image?",
|
||||
List.of(imageFile),
|
||||
new OptionsBuilder().build());
|
||||
assertNotNull(result);
|
||||
assertNotNull(result.getResponse());
|
||||
assertFalse(result.getResponse().isEmpty());
|
||||
} catch (IOException | OllamaBaseException | InterruptedException e) {
|
||||
fail(e);
|
||||
@Test
|
||||
@Order(3)
|
||||
void testChatWithStream() {
|
||||
testEndpointReachability();
|
||||
try {
|
||||
OllamaChatRequestBuilder builder = OllamaChatRequestBuilder.getInstance(config.getModel());
|
||||
OllamaChatRequestModel requestModel = builder.withMessage(OllamaChatMessageRole.USER,
|
||||
"What is the capital of France? And what's France's connection with Mona Lisa?")
|
||||
.build();
|
||||
|
||||
StringBuffer sb = new StringBuffer("");
|
||||
|
||||
OllamaChatResult chatResult = ollamaAPI.chat(requestModel, (s) -> {
|
||||
LOG.info(s);
|
||||
String substring = s.substring(sb.toString().length(), s.length());
|
||||
LOG.info(substring);
|
||||
sb.append(substring);
|
||||
});
|
||||
assertNotNull(chatResult);
|
||||
assertEquals(sb.toString().trim(), chatResult.getResponse().trim());
|
||||
} catch (IOException | OllamaBaseException | InterruptedException e) {
|
||||
fail(e);
|
||||
}
|
||||
}
|
||||
}
|
||||
|
||||
@Test
|
||||
@Order(3)
|
||||
void testAskModelWithOptionsAndImageFilesStreamed() {
|
||||
testEndpointReachability();
|
||||
File imageFile = getImageFileFromClasspath("dog-on-a-boat.jpg");
|
||||
try {
|
||||
StringBuffer sb = new StringBuffer("");
|
||||
@Test
|
||||
@Order(3)
|
||||
void testChatWithImageFromFileWithHistoryRecognition() {
|
||||
testEndpointReachability();
|
||||
try {
|
||||
OllamaChatRequestBuilder builder =
|
||||
OllamaChatRequestBuilder.getInstance(config.getImageModel());
|
||||
OllamaChatRequestModel requestModel =
|
||||
builder.withMessage(OllamaChatMessageRole.USER, "What's in the picture?",
|
||||
List.of(getImageFileFromClasspath("dog-on-a-boat.jpg"))).build();
|
||||
|
||||
OllamaResult result = ollamaAPI.generateWithImageFiles(config.getImageModel(),
|
||||
"What is in this image?", List.of(imageFile), new OptionsBuilder().build(), (s) -> {
|
||||
LOG.info(s);
|
||||
String substring = s.substring(sb.toString().length(), s.length());
|
||||
LOG.info(substring);
|
||||
sb.append(substring);
|
||||
});
|
||||
assertNotNull(result);
|
||||
assertNotNull(result.getResponse());
|
||||
assertFalse(result.getResponse().isEmpty());
|
||||
assertEquals(sb.toString().trim(), result.getResponse().trim());
|
||||
} catch (IOException | OllamaBaseException | InterruptedException e) {
|
||||
fail(e);
|
||||
OllamaChatResult chatResult = ollamaAPI.chat(requestModel);
|
||||
assertNotNull(chatResult);
|
||||
assertNotNull(chatResult.getResponse());
|
||||
|
||||
builder.reset();
|
||||
|
||||
requestModel =
|
||||
builder.withMessages(chatResult.getChatHistory())
|
||||
.withMessage(OllamaChatMessageRole.USER, "What's the dogs breed?").build();
|
||||
|
||||
chatResult = ollamaAPI.chat(requestModel);
|
||||
assertNotNull(chatResult);
|
||||
assertNotNull(chatResult.getResponse());
|
||||
|
||||
|
||||
} catch (IOException | OllamaBaseException | InterruptedException e) {
|
||||
fail(e);
|
||||
}
|
||||
}
|
||||
}
|
||||
|
||||
@Test
|
||||
@Order(3)
|
||||
void testAskModelWithOptionsAndImageURLs() {
|
||||
testEndpointReachability();
|
||||
try {
|
||||
OllamaResult result =
|
||||
ollamaAPI.generateWithImageURLs(
|
||||
config.getImageModel(),
|
||||
"What is in this image?",
|
||||
List.of(
|
||||
"https://t3.ftcdn.net/jpg/02/96/63/80/360_F_296638053_0gUVA4WVBKceGsIr7LNqRWSnkusi07dq.jpg"),
|
||||
new OptionsBuilder().build());
|
||||
assertNotNull(result);
|
||||
assertNotNull(result.getResponse());
|
||||
assertFalse(result.getResponse().isEmpty());
|
||||
} catch (IOException | OllamaBaseException | InterruptedException | URISyntaxException e) {
|
||||
fail(e);
|
||||
@Test
|
||||
@Order(3)
|
||||
void testChatWithImageFromURL() {
|
||||
testEndpointReachability();
|
||||
try {
|
||||
OllamaChatRequestBuilder builder = OllamaChatRequestBuilder.getInstance(config.getImageModel());
|
||||
OllamaChatRequestModel requestModel = builder.withMessage(OllamaChatMessageRole.USER, "What's in the picture?",
|
||||
"https://t3.ftcdn.net/jpg/02/96/63/80/360_F_296638053_0gUVA4WVBKceGsIr7LNqRWSnkusi07dq.jpg")
|
||||
.build();
|
||||
|
||||
OllamaChatResult chatResult = ollamaAPI.chat(requestModel);
|
||||
assertNotNull(chatResult);
|
||||
} catch (IOException | OllamaBaseException | InterruptedException e) {
|
||||
fail(e);
|
||||
}
|
||||
}
|
||||
}
|
||||
|
||||
@Test
|
||||
@Order(3)
|
||||
public void testEmbedding() {
|
||||
testEndpointReachability();
|
||||
try {
|
||||
OllamaEmbeddingsRequestModel request = OllamaEmbeddingsRequestBuilder
|
||||
.getInstance(config.getModel(), "What is the capital of France?").build();
|
||||
|
||||
List<Double> embeddings = ollamaAPI.generateEmbeddings(request);
|
||||
|
||||
assertNotNull(embeddings);
|
||||
assertFalse(embeddings.isEmpty());
|
||||
} catch (IOException | OllamaBaseException | InterruptedException e) {
|
||||
fail(e);
|
||||
@Test
|
||||
@Order(3)
|
||||
void testAskModelWithOptionsAndImageFiles() {
|
||||
testEndpointReachability();
|
||||
File imageFile = getImageFileFromClasspath("dog-on-a-boat.jpg");
|
||||
try {
|
||||
OllamaResult result =
|
||||
ollamaAPI.generateWithImageFiles(
|
||||
config.getImageModel(),
|
||||
"What is in this image?",
|
||||
List.of(imageFile),
|
||||
new OptionsBuilder().build());
|
||||
assertNotNull(result);
|
||||
assertNotNull(result.getResponse());
|
||||
assertFalse(result.getResponse().isEmpty());
|
||||
} catch (IOException | OllamaBaseException | InterruptedException e) {
|
||||
fail(e);
|
||||
}
|
||||
}
|
||||
|
||||
@Test
|
||||
@Order(3)
|
||||
void testAskModelWithOptionsAndImageFilesStreamed() {
|
||||
testEndpointReachability();
|
||||
File imageFile = getImageFileFromClasspath("dog-on-a-boat.jpg");
|
||||
try {
|
||||
StringBuffer sb = new StringBuffer("");
|
||||
|
||||
OllamaResult result = ollamaAPI.generateWithImageFiles(config.getImageModel(),
|
||||
"What is in this image?", List.of(imageFile), new OptionsBuilder().build(), (s) -> {
|
||||
LOG.info(s);
|
||||
String substring = s.substring(sb.toString().length(), s.length());
|
||||
LOG.info(substring);
|
||||
sb.append(substring);
|
||||
});
|
||||
assertNotNull(result);
|
||||
assertNotNull(result.getResponse());
|
||||
assertFalse(result.getResponse().isEmpty());
|
||||
assertEquals(sb.toString().trim(), result.getResponse().trim());
|
||||
} catch (IOException | OllamaBaseException | InterruptedException e) {
|
||||
fail(e);
|
||||
}
|
||||
}
|
||||
|
||||
@Test
|
||||
@Order(3)
|
||||
void testAskModelWithOptionsAndImageURLs() {
|
||||
testEndpointReachability();
|
||||
try {
|
||||
OllamaResult result =
|
||||
ollamaAPI.generateWithImageURLs(
|
||||
config.getImageModel(),
|
||||
"What is in this image?",
|
||||
List.of(
|
||||
"https://t3.ftcdn.net/jpg/02/96/63/80/360_F_296638053_0gUVA4WVBKceGsIr7LNqRWSnkusi07dq.jpg"),
|
||||
new OptionsBuilder().build());
|
||||
assertNotNull(result);
|
||||
assertNotNull(result.getResponse());
|
||||
assertFalse(result.getResponse().isEmpty());
|
||||
} catch (IOException | OllamaBaseException | InterruptedException | URISyntaxException e) {
|
||||
fail(e);
|
||||
}
|
||||
}
|
||||
|
||||
@Test
|
||||
@Order(3)
|
||||
public void testEmbedding() {
|
||||
testEndpointReachability();
|
||||
try {
|
||||
OllamaEmbeddingsRequestModel request = OllamaEmbeddingsRequestBuilder
|
||||
.getInstance(config.getModel(), "What is the capital of France?").build();
|
||||
|
||||
List<Double> embeddings = ollamaAPI.generateEmbeddings(request);
|
||||
|
||||
assertNotNull(embeddings);
|
||||
assertFalse(embeddings.isEmpty());
|
||||
} catch (IOException | OllamaBaseException | InterruptedException e) {
|
||||
fail(e);
|
||||
}
|
||||
}
|
||||
}
|
||||
}
|
||||
|
||||
@Data
|
||||
class Config {
|
||||
private String ollamaURL;
|
||||
private String model;
|
||||
private String imageModel;
|
||||
private int requestTimeoutSeconds;
|
||||
private String ollamaURL;
|
||||
private String model;
|
||||
private String imageModel;
|
||||
private int requestTimeoutSeconds;
|
||||
|
||||
public Config() {
|
||||
Properties properties = new Properties();
|
||||
try (InputStream input =
|
||||
getClass().getClassLoader().getResourceAsStream("test-config.properties")) {
|
||||
if (input == null) {
|
||||
throw new RuntimeException("Sorry, unable to find test-config.properties");
|
||||
}
|
||||
properties.load(input);
|
||||
this.ollamaURL = properties.getProperty("ollama.url");
|
||||
this.model = properties.getProperty("ollama.model");
|
||||
this.imageModel = properties.getProperty("ollama.model.image");
|
||||
this.requestTimeoutSeconds =
|
||||
Integer.parseInt(properties.getProperty("ollama.request-timeout-seconds"));
|
||||
} catch (IOException e) {
|
||||
throw new RuntimeException("Error loading properties", e);
|
||||
public Config() {
|
||||
Properties properties = new Properties();
|
||||
try (InputStream input =
|
||||
getClass().getClassLoader().getResourceAsStream("test-config.properties")) {
|
||||
if (input == null) {
|
||||
throw new RuntimeException("Sorry, unable to find test-config.properties");
|
||||
}
|
||||
properties.load(input);
|
||||
this.ollamaURL = properties.getProperty("ollama.url");
|
||||
this.model = properties.getProperty("ollama.model");
|
||||
this.imageModel = properties.getProperty("ollama.model.image");
|
||||
this.requestTimeoutSeconds =
|
||||
Integer.parseInt(properties.getProperty("ollama.request-timeout-seconds"));
|
||||
} catch (IOException e) {
|
||||
throw new RuntimeException("Error loading properties", e);
|
||||
}
|
||||
}
|
||||
}
|
||||
}
|
||||
|
||||
@@ -1,7 +1,5 @@
|
||||
package io.github.amithkoujalgi.ollama4j.unittests;
|
||||
|
||||
import static org.mockito.Mockito.*;
|
||||
|
||||
import io.github.amithkoujalgi.ollama4j.core.OllamaAPI;
|
||||
import io.github.amithkoujalgi.ollama4j.core.exceptions.OllamaBaseException;
|
||||
import io.github.amithkoujalgi.ollama4j.core.models.ModelDetail;
|
||||
@@ -9,155 +7,158 @@ import io.github.amithkoujalgi.ollama4j.core.models.OllamaAsyncResultCallback;
|
||||
import io.github.amithkoujalgi.ollama4j.core.models.OllamaResult;
|
||||
import io.github.amithkoujalgi.ollama4j.core.types.OllamaModelType;
|
||||
import io.github.amithkoujalgi.ollama4j.core.utils.OptionsBuilder;
|
||||
import org.junit.jupiter.api.Test;
|
||||
import org.mockito.Mockito;
|
||||
|
||||
import java.io.IOException;
|
||||
import java.net.URISyntaxException;
|
||||
import java.util.ArrayList;
|
||||
import java.util.Collections;
|
||||
import org.junit.jupiter.api.Test;
|
||||
import org.mockito.Mockito;
|
||||
|
||||
import static org.mockito.Mockito.*;
|
||||
|
||||
class TestMockedAPIs {
|
||||
@Test
|
||||
void testPullModel() {
|
||||
OllamaAPI ollamaAPI = Mockito.mock(OllamaAPI.class);
|
||||
String model = OllamaModelType.LLAMA2;
|
||||
try {
|
||||
doNothing().when(ollamaAPI).pullModel(model);
|
||||
ollamaAPI.pullModel(model);
|
||||
verify(ollamaAPI, times(1)).pullModel(model);
|
||||
} catch (IOException | OllamaBaseException | InterruptedException | URISyntaxException e) {
|
||||
throw new RuntimeException(e);
|
||||
@Test
|
||||
void testPullModel() {
|
||||
OllamaAPI ollamaAPI = Mockito.mock(OllamaAPI.class);
|
||||
String model = OllamaModelType.LLAMA2;
|
||||
try {
|
||||
doNothing().when(ollamaAPI).pullModel(model);
|
||||
ollamaAPI.pullModel(model);
|
||||
verify(ollamaAPI, times(1)).pullModel(model);
|
||||
} catch (IOException | OllamaBaseException | InterruptedException | URISyntaxException e) {
|
||||
throw new RuntimeException(e);
|
||||
}
|
||||
}
|
||||
}
|
||||
|
||||
@Test
|
||||
void testListModels() {
|
||||
OllamaAPI ollamaAPI = Mockito.mock(OllamaAPI.class);
|
||||
try {
|
||||
when(ollamaAPI.listModels()).thenReturn(new ArrayList<>());
|
||||
ollamaAPI.listModels();
|
||||
verify(ollamaAPI, times(1)).listModels();
|
||||
} catch (IOException | OllamaBaseException | InterruptedException | URISyntaxException e) {
|
||||
throw new RuntimeException(e);
|
||||
@Test
|
||||
void testListModels() {
|
||||
OllamaAPI ollamaAPI = Mockito.mock(OllamaAPI.class);
|
||||
try {
|
||||
when(ollamaAPI.listModels()).thenReturn(new ArrayList<>());
|
||||
ollamaAPI.listModels();
|
||||
verify(ollamaAPI, times(1)).listModels();
|
||||
} catch (IOException | OllamaBaseException | InterruptedException | URISyntaxException e) {
|
||||
throw new RuntimeException(e);
|
||||
}
|
||||
}
|
||||
}
|
||||
|
||||
@Test
|
||||
void testCreateModel() {
|
||||
OllamaAPI ollamaAPI = Mockito.mock(OllamaAPI.class);
|
||||
String model = OllamaModelType.LLAMA2;
|
||||
String modelFilePath = "FROM llama2\nSYSTEM You are mario from Super Mario Bros.";
|
||||
try {
|
||||
doNothing().when(ollamaAPI).createModelWithModelFileContents(model, modelFilePath);
|
||||
ollamaAPI.createModelWithModelFileContents(model, modelFilePath);
|
||||
verify(ollamaAPI, times(1)).createModelWithModelFileContents(model, modelFilePath);
|
||||
} catch (IOException | OllamaBaseException | InterruptedException | URISyntaxException e) {
|
||||
throw new RuntimeException(e);
|
||||
@Test
|
||||
void testCreateModel() {
|
||||
OllamaAPI ollamaAPI = Mockito.mock(OllamaAPI.class);
|
||||
String model = OllamaModelType.LLAMA2;
|
||||
String modelFilePath = "FROM llama2\nSYSTEM You are mario from Super Mario Bros.";
|
||||
try {
|
||||
doNothing().when(ollamaAPI).createModelWithModelFileContents(model, modelFilePath);
|
||||
ollamaAPI.createModelWithModelFileContents(model, modelFilePath);
|
||||
verify(ollamaAPI, times(1)).createModelWithModelFileContents(model, modelFilePath);
|
||||
} catch (IOException | OllamaBaseException | InterruptedException | URISyntaxException e) {
|
||||
throw new RuntimeException(e);
|
||||
}
|
||||
}
|
||||
}
|
||||
|
||||
@Test
|
||||
void testDeleteModel() {
|
||||
OllamaAPI ollamaAPI = Mockito.mock(OllamaAPI.class);
|
||||
String model = OllamaModelType.LLAMA2;
|
||||
try {
|
||||
doNothing().when(ollamaAPI).deleteModel(model, true);
|
||||
ollamaAPI.deleteModel(model, true);
|
||||
verify(ollamaAPI, times(1)).deleteModel(model, true);
|
||||
} catch (IOException | OllamaBaseException | InterruptedException | URISyntaxException e) {
|
||||
throw new RuntimeException(e);
|
||||
@Test
|
||||
void testDeleteModel() {
|
||||
OllamaAPI ollamaAPI = Mockito.mock(OllamaAPI.class);
|
||||
String model = OllamaModelType.LLAMA2;
|
||||
try {
|
||||
doNothing().when(ollamaAPI).deleteModel(model, true);
|
||||
ollamaAPI.deleteModel(model, true);
|
||||
verify(ollamaAPI, times(1)).deleteModel(model, true);
|
||||
} catch (IOException | OllamaBaseException | InterruptedException | URISyntaxException e) {
|
||||
throw new RuntimeException(e);
|
||||
}
|
||||
}
|
||||
}
|
||||
|
||||
@Test
|
||||
void testGetModelDetails() {
|
||||
OllamaAPI ollamaAPI = Mockito.mock(OllamaAPI.class);
|
||||
String model = OllamaModelType.LLAMA2;
|
||||
try {
|
||||
when(ollamaAPI.getModelDetails(model)).thenReturn(new ModelDetail());
|
||||
ollamaAPI.getModelDetails(model);
|
||||
verify(ollamaAPI, times(1)).getModelDetails(model);
|
||||
} catch (IOException | OllamaBaseException | InterruptedException | URISyntaxException e) {
|
||||
throw new RuntimeException(e);
|
||||
@Test
|
||||
void testGetModelDetails() {
|
||||
OllamaAPI ollamaAPI = Mockito.mock(OllamaAPI.class);
|
||||
String model = OllamaModelType.LLAMA2;
|
||||
try {
|
||||
when(ollamaAPI.getModelDetails(model)).thenReturn(new ModelDetail());
|
||||
ollamaAPI.getModelDetails(model);
|
||||
verify(ollamaAPI, times(1)).getModelDetails(model);
|
||||
} catch (IOException | OllamaBaseException | InterruptedException | URISyntaxException e) {
|
||||
throw new RuntimeException(e);
|
||||
}
|
||||
}
|
||||
}
|
||||
|
||||
@Test
|
||||
void testGenerateEmbeddings() {
|
||||
OllamaAPI ollamaAPI = Mockito.mock(OllamaAPI.class);
|
||||
String model = OllamaModelType.LLAMA2;
|
||||
String prompt = "some prompt text";
|
||||
try {
|
||||
when(ollamaAPI.generateEmbeddings(model, prompt)).thenReturn(new ArrayList<>());
|
||||
ollamaAPI.generateEmbeddings(model, prompt);
|
||||
verify(ollamaAPI, times(1)).generateEmbeddings(model, prompt);
|
||||
} catch (IOException | OllamaBaseException | InterruptedException e) {
|
||||
throw new RuntimeException(e);
|
||||
@Test
|
||||
void testGenerateEmbeddings() {
|
||||
OllamaAPI ollamaAPI = Mockito.mock(OllamaAPI.class);
|
||||
String model = OllamaModelType.LLAMA2;
|
||||
String prompt = "some prompt text";
|
||||
try {
|
||||
when(ollamaAPI.generateEmbeddings(model, prompt)).thenReturn(new ArrayList<>());
|
||||
ollamaAPI.generateEmbeddings(model, prompt);
|
||||
verify(ollamaAPI, times(1)).generateEmbeddings(model, prompt);
|
||||
} catch (IOException | OllamaBaseException | InterruptedException e) {
|
||||
throw new RuntimeException(e);
|
||||
}
|
||||
}
|
||||
}
|
||||
|
||||
@Test
|
||||
void testAsk() {
|
||||
OllamaAPI ollamaAPI = Mockito.mock(OllamaAPI.class);
|
||||
String model = OllamaModelType.LLAMA2;
|
||||
String prompt = "some prompt text";
|
||||
OptionsBuilder optionsBuilder = new OptionsBuilder();
|
||||
try {
|
||||
when(ollamaAPI.generate(model, prompt, optionsBuilder.build()))
|
||||
.thenReturn(new OllamaResult("", 0, 200));
|
||||
ollamaAPI.generate(model, prompt, optionsBuilder.build());
|
||||
verify(ollamaAPI, times(1)).generate(model, prompt, optionsBuilder.build());
|
||||
} catch (IOException | OllamaBaseException | InterruptedException e) {
|
||||
throw new RuntimeException(e);
|
||||
@Test
|
||||
void testAsk() {
|
||||
OllamaAPI ollamaAPI = Mockito.mock(OllamaAPI.class);
|
||||
String model = OllamaModelType.LLAMA2;
|
||||
String prompt = "some prompt text";
|
||||
OptionsBuilder optionsBuilder = new OptionsBuilder();
|
||||
try {
|
||||
when(ollamaAPI.generate(model, prompt, false, optionsBuilder.build()))
|
||||
.thenReturn(new OllamaResult("", 0, 200));
|
||||
ollamaAPI.generate(model, prompt, false, optionsBuilder.build());
|
||||
verify(ollamaAPI, times(1)).generate(model, prompt, false, optionsBuilder.build());
|
||||
} catch (IOException | OllamaBaseException | InterruptedException e) {
|
||||
throw new RuntimeException(e);
|
||||
}
|
||||
}
|
||||
}
|
||||
|
||||
@Test
|
||||
void testAskWithImageFiles() {
|
||||
OllamaAPI ollamaAPI = Mockito.mock(OllamaAPI.class);
|
||||
String model = OllamaModelType.LLAMA2;
|
||||
String prompt = "some prompt text";
|
||||
try {
|
||||
when(ollamaAPI.generateWithImageFiles(
|
||||
model, prompt, Collections.emptyList(), new OptionsBuilder().build()))
|
||||
.thenReturn(new OllamaResult("", 0, 200));
|
||||
ollamaAPI.generateWithImageFiles(
|
||||
model, prompt, Collections.emptyList(), new OptionsBuilder().build());
|
||||
verify(ollamaAPI, times(1))
|
||||
.generateWithImageFiles(
|
||||
model, prompt, Collections.emptyList(), new OptionsBuilder().build());
|
||||
} catch (IOException | OllamaBaseException | InterruptedException e) {
|
||||
throw new RuntimeException(e);
|
||||
@Test
|
||||
void testAskWithImageFiles() {
|
||||
OllamaAPI ollamaAPI = Mockito.mock(OllamaAPI.class);
|
||||
String model = OllamaModelType.LLAMA2;
|
||||
String prompt = "some prompt text";
|
||||
try {
|
||||
when(ollamaAPI.generateWithImageFiles(
|
||||
model, prompt, Collections.emptyList(), new OptionsBuilder().build()))
|
||||
.thenReturn(new OllamaResult("", 0, 200));
|
||||
ollamaAPI.generateWithImageFiles(
|
||||
model, prompt, Collections.emptyList(), new OptionsBuilder().build());
|
||||
verify(ollamaAPI, times(1))
|
||||
.generateWithImageFiles(
|
||||
model, prompt, Collections.emptyList(), new OptionsBuilder().build());
|
||||
} catch (IOException | OllamaBaseException | InterruptedException e) {
|
||||
throw new RuntimeException(e);
|
||||
}
|
||||
}
|
||||
}
|
||||
|
||||
@Test
|
||||
void testAskWithImageURLs() {
|
||||
OllamaAPI ollamaAPI = Mockito.mock(OllamaAPI.class);
|
||||
String model = OllamaModelType.LLAMA2;
|
||||
String prompt = "some prompt text";
|
||||
try {
|
||||
when(ollamaAPI.generateWithImageURLs(
|
||||
model, prompt, Collections.emptyList(), new OptionsBuilder().build()))
|
||||
.thenReturn(new OllamaResult("", 0, 200));
|
||||
ollamaAPI.generateWithImageURLs(
|
||||
model, prompt, Collections.emptyList(), new OptionsBuilder().build());
|
||||
verify(ollamaAPI, times(1))
|
||||
.generateWithImageURLs(
|
||||
model, prompt, Collections.emptyList(), new OptionsBuilder().build());
|
||||
} catch (IOException | OllamaBaseException | InterruptedException | URISyntaxException e) {
|
||||
throw new RuntimeException(e);
|
||||
@Test
|
||||
void testAskWithImageURLs() {
|
||||
OllamaAPI ollamaAPI = Mockito.mock(OllamaAPI.class);
|
||||
String model = OllamaModelType.LLAMA2;
|
||||
String prompt = "some prompt text";
|
||||
try {
|
||||
when(ollamaAPI.generateWithImageURLs(
|
||||
model, prompt, Collections.emptyList(), new OptionsBuilder().build()))
|
||||
.thenReturn(new OllamaResult("", 0, 200));
|
||||
ollamaAPI.generateWithImageURLs(
|
||||
model, prompt, Collections.emptyList(), new OptionsBuilder().build());
|
||||
verify(ollamaAPI, times(1))
|
||||
.generateWithImageURLs(
|
||||
model, prompt, Collections.emptyList(), new OptionsBuilder().build());
|
||||
} catch (IOException | OllamaBaseException | InterruptedException | URISyntaxException e) {
|
||||
throw new RuntimeException(e);
|
||||
}
|
||||
}
|
||||
}
|
||||
|
||||
@Test
|
||||
void testAskAsync() {
|
||||
OllamaAPI ollamaAPI = Mockito.mock(OllamaAPI.class);
|
||||
String model = OllamaModelType.LLAMA2;
|
||||
String prompt = "some prompt text";
|
||||
when(ollamaAPI.generateAsync(model, prompt))
|
||||
.thenReturn(new OllamaAsyncResultCallback(null, null, 3));
|
||||
ollamaAPI.generateAsync(model, prompt);
|
||||
verify(ollamaAPI, times(1)).generateAsync(model, prompt);
|
||||
}
|
||||
@Test
|
||||
void testAskAsync() {
|
||||
OllamaAPI ollamaAPI = Mockito.mock(OllamaAPI.class);
|
||||
String model = OllamaModelType.LLAMA2;
|
||||
String prompt = "some prompt text";
|
||||
when(ollamaAPI.generateAsync(model, prompt, false))
|
||||
.thenReturn(new OllamaAsyncResultCallback(null, null, 3));
|
||||
ollamaAPI.generateAsync(model, prompt, false);
|
||||
verify(ollamaAPI, times(1)).generateAsync(model, prompt, false);
|
||||
}
|
||||
}
|
||||
|
||||
Reference in New Issue
Block a user