mirror of
https://github.com/amithkoujalgi/ollama4j.git
synced 2025-09-16 03:39:05 +02:00
Refactor OllamaAPI for readability and add EqualsAndHashCode to BearerAuth
Reformatted method signatures, chained calls, and comments in OllamaAPI for improved readability and maintainability. Added @EqualsAndHashCode(callSuper = false) to BearerAuth to ensure proper equality checks, and reformatted its code for consistency.
This commit is contained in:
amithkoujalgi
parent
ad1bf658a9
commit
de379d73b2
@ -64,7 +64,8 @@ public class OllamaAPI {
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/**
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* The request timeout in seconds for API calls.
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* <p>
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* Default is 10 seconds. This value determines how long the client will wait for a response
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* Default is 10 seconds. This value determines how long the client will wait
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* for a response
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* from the Ollama server before timing out.
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*/
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@Setter
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@ -73,7 +74,8 @@ public class OllamaAPI {
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/**
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* Enables or disables verbose logging of responses.
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* <p>
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* If set to {@code true}, the API will log detailed information about requests and responses.
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* If set to {@code true}, the API will log detailed information about requests
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* and responses.
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* Default is {@code true}.
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*/
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@Setter
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@ -82,7 +84,8 @@ public class OllamaAPI {
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/**
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* The maximum number of retries for tool calls during chat interactions.
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* <p>
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* This value controls how many times the API will attempt to call a tool in the event of a failure.
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* This value controls how many times the API will attempt to call a tool in the
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* event of a failure.
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* Default is 3.
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*/
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@Setter
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@ -91,7 +94,8 @@ public class OllamaAPI {
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/**
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* The number of retries to attempt when pulling a model from the Ollama server.
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* <p>
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* If set to 0, no retries will be performed. If greater than 0, the API will retry pulling the model
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* If set to 0, no retries will be performed. If greater than 0, the API will
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* retry pulling the model
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* up to the specified number of times in case of failure.
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* <p>
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* Default is 0 (no retries).
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@ -189,7 +193,10 @@ public class OllamaAPI {
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HttpClient httpClient = HttpClient.newHttpClient();
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HttpRequest httpRequest = null;
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try {
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httpRequest = getRequestBuilderDefault(new URI(url)).header(Constants.HttpConstants.HEADER_KEY_ACCEPT, Constants.HttpConstants.APPLICATION_JSON).header(Constants.HttpConstants.HEADER_KEY_CONTENT_TYPE, Constants.HttpConstants.APPLICATION_JSON).GET().build();
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httpRequest = getRequestBuilderDefault(new URI(url))
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.header(Constants.HttpConstants.HEADER_KEY_ACCEPT, Constants.HttpConstants.APPLICATION_JSON)
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.header(Constants.HttpConstants.HEADER_KEY_CONTENT_TYPE, Constants.HttpConstants.APPLICATION_JSON)
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.GET().build();
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} catch (URISyntaxException e) {
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throw new RuntimeException(e);
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}
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@ -216,7 +223,10 @@ public class OllamaAPI {
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public List<Model> listModels() throws OllamaBaseException, IOException, InterruptedException, URISyntaxException {
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String url = this.host + "/api/tags";
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HttpClient httpClient = HttpClient.newHttpClient();
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HttpRequest httpRequest = getRequestBuilderDefault(new URI(url)).header(Constants.HttpConstants.HEADER_KEY_ACCEPT, Constants.HttpConstants.APPLICATION_JSON).header(Constants.HttpConstants.HEADER_KEY_CONTENT_TYPE, Constants.HttpConstants.APPLICATION_JSON).GET().build();
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HttpRequest httpRequest = getRequestBuilderDefault(new URI(url))
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.header(Constants.HttpConstants.HEADER_KEY_ACCEPT, Constants.HttpConstants.APPLICATION_JSON)
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.header(Constants.HttpConstants.HEADER_KEY_CONTENT_TYPE, Constants.HttpConstants.APPLICATION_JSON).GET()
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.build();
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HttpResponse<String> response = httpClient.send(httpRequest, HttpResponse.BodyHandlers.ofString());
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int statusCode = response.statusCode();
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String responseString = response.body();
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@ -244,10 +254,14 @@ public class OllamaAPI {
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* @throws URISyntaxException If there is an error creating the URI for the
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* HTTP request.
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*/
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public List<LibraryModel> listModelsFromLibrary() throws OllamaBaseException, IOException, InterruptedException, URISyntaxException {
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public List<LibraryModel> listModelsFromLibrary()
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throws OllamaBaseException, IOException, InterruptedException, URISyntaxException {
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String url = "https://ollama.com/library";
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HttpClient httpClient = HttpClient.newHttpClient();
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HttpRequest httpRequest = getRequestBuilderDefault(new URI(url)).header(Constants.HttpConstants.HEADER_KEY_ACCEPT, Constants.HttpConstants.APPLICATION_JSON).header(Constants.HttpConstants.HEADER_KEY_CONTENT_TYPE, Constants.HttpConstants.APPLICATION_JSON).GET().build();
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HttpRequest httpRequest = getRequestBuilderDefault(new URI(url))
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.header(Constants.HttpConstants.HEADER_KEY_ACCEPT, Constants.HttpConstants.APPLICATION_JSON)
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.header(Constants.HttpConstants.HEADER_KEY_CONTENT_TYPE, Constants.HttpConstants.APPLICATION_JSON).GET()
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.build();
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HttpResponse<String> response = httpClient.send(httpRequest, HttpResponse.BodyHandlers.ofString());
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int statusCode = response.statusCode();
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String responseString = response.body();
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@ -262,7 +276,8 @@ public class OllamaAPI {
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Elements pullCounts = e.select("div:nth-of-type(2) > p > span:first-of-type > span:first-of-type");
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Elements popularTags = e.select("div > div > span");
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Elements totalTags = e.select("div:nth-of-type(2) > p > span:nth-of-type(2) > span:first-of-type");
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Elements lastUpdatedTime = e.select("div:nth-of-type(2) > p > span:nth-of-type(3) > span:nth-of-type(2)");
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Elements lastUpdatedTime = e
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.select("div:nth-of-type(2) > p > span:nth-of-type(3) > span:nth-of-type(2)");
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if (names.first() == null || names.isEmpty()) {
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// if name cannot be extracted, skip.
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@ -270,9 +285,12 @@ public class OllamaAPI {
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}
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Optional.ofNullable(names.first()).map(Element::text).ifPresent(model::setName);
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model.setDescription(Optional.ofNullable(desc.first()).map(Element::text).orElse(""));
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model.setPopularTags(Optional.of(popularTags).map(tags -> tags.stream().map(Element::text).collect(Collectors.toList())).orElse(new ArrayList<>()));
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model.setPopularTags(Optional.of(popularTags)
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.map(tags -> tags.stream().map(Element::text).collect(Collectors.toList()))
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.orElse(new ArrayList<>()));
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model.setPullCount(Optional.ofNullable(pullCounts.first()).map(Element::text).orElse(""));
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model.setTotalTags(Optional.ofNullable(totalTags.first()).map(Element::text).map(Integer::parseInt).orElse(0));
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model.setTotalTags(
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Optional.ofNullable(totalTags.first()).map(Element::text).map(Integer::parseInt).orElse(0));
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model.setLastUpdated(Optional.ofNullable(lastUpdatedTime.first()).map(Element::text).orElse(""));
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models.add(model);
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@ -305,10 +323,14 @@ public class OllamaAPI {
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* the HTTP response.
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* @throws URISyntaxException if the URI format is incorrect or invalid.
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*/
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public LibraryModelDetail getLibraryModelDetails(LibraryModel libraryModel) throws OllamaBaseException, IOException, InterruptedException, URISyntaxException {
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public LibraryModelDetail getLibraryModelDetails(LibraryModel libraryModel)
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throws OllamaBaseException, IOException, InterruptedException, URISyntaxException {
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String url = String.format("https://ollama.com/library/%s/tags", libraryModel.getName());
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HttpClient httpClient = HttpClient.newHttpClient();
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HttpRequest httpRequest = getRequestBuilderDefault(new URI(url)).header(Constants.HttpConstants.HEADER_KEY_ACCEPT, Constants.HttpConstants.APPLICATION_JSON).header(Constants.HttpConstants.HEADER_KEY_CONTENT_TYPE, Constants.HttpConstants.APPLICATION_JSON).GET().build();
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HttpRequest httpRequest = getRequestBuilderDefault(new URI(url))
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.header(Constants.HttpConstants.HEADER_KEY_ACCEPT, Constants.HttpConstants.APPLICATION_JSON)
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.header(Constants.HttpConstants.HEADER_KEY_CONTENT_TYPE, Constants.HttpConstants.APPLICATION_JSON).GET()
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.build();
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HttpResponse<String> response = httpClient.send(httpRequest, HttpResponse.BodyHandlers.ofString());
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int statusCode = response.statusCode();
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String responseString = response.body();
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@ -316,7 +338,8 @@ public class OllamaAPI {
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List<LibraryModelTag> libraryModelTags = new ArrayList<>();
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if (statusCode == 200) {
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Document doc = Jsoup.parse(responseString);
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Elements tagSections = doc.select("html > body > main > div > section > div > div > div:nth-child(n+2) > div");
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Elements tagSections = doc
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.select("html > body > main > div > section > div > div > div:nth-child(n+2) > div");
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for (Element e : tagSections) {
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Elements tags = e.select("div > a > div");
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Elements tagsMetas = e.select("div > span");
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@ -329,8 +352,11 @@ public class OllamaAPI {
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}
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libraryModelTag.setName(libraryModel.getName());
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Optional.ofNullable(tags.first()).map(Element::text).ifPresent(libraryModelTag::setTag);
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libraryModelTag.setSize(Optional.ofNullable(tagsMetas.first()).map(element -> element.text().split("•")).filter(parts -> parts.length > 1).map(parts -> parts[1].trim()).orElse(""));
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libraryModelTag.setLastUpdated(Optional.ofNullable(tagsMetas.first()).map(element -> element.text().split("•")).filter(parts -> parts.length > 1).map(parts -> parts[2].trim()).orElse(""));
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libraryModelTag.setSize(Optional.ofNullable(tagsMetas.first()).map(element -> element.text().split("•"))
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.filter(parts -> parts.length > 1).map(parts -> parts[1].trim()).orElse(""));
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libraryModelTag
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.setLastUpdated(Optional.ofNullable(tagsMetas.first()).map(element -> element.text().split("•"))
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.filter(parts -> parts.length > 1).map(parts -> parts[2].trim()).orElse(""));
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libraryModelTags.add(libraryModelTag);
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}
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LibraryModelDetail libraryModelDetail = new LibraryModelDetail();
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@ -363,30 +389,41 @@ public class OllamaAPI {
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* @throws InterruptedException If the operation is interrupted.
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* @throws NoSuchElementException If the model or the tag is not found.
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*/
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public LibraryModelTag findModelTagFromLibrary(String modelName, String tag) throws OllamaBaseException, IOException, URISyntaxException, InterruptedException {
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public LibraryModelTag findModelTagFromLibrary(String modelName, String tag)
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throws OllamaBaseException, IOException, URISyntaxException, InterruptedException {
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List<LibraryModel> libraryModels = this.listModelsFromLibrary();
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LibraryModel libraryModel = libraryModels.stream().filter(model -> model.getName().equals(modelName)).findFirst().orElseThrow(() -> new NoSuchElementException(String.format("Model by name '%s' not found", modelName)));
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LibraryModel libraryModel = libraryModels.stream().filter(model -> model.getName().equals(modelName))
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.findFirst().orElseThrow(
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() -> new NoSuchElementException(String.format("Model by name '%s' not found", modelName)));
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LibraryModelDetail libraryModelDetail = this.getLibraryModelDetails(libraryModel);
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return libraryModelDetail.getTags().stream().filter(tagName -> tagName.getTag().equals(tag)).findFirst().orElseThrow(() -> new NoSuchElementException(String.format("Tag '%s' for model '%s' not found", tag, modelName)));
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return libraryModelDetail.getTags().stream().filter(tagName -> tagName.getTag().equals(tag)).findFirst()
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.orElseThrow(() -> new NoSuchElementException(
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String.format("Tag '%s' for model '%s' not found", tag, modelName)));
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}
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/**
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* Pull a model on the Ollama server from the list of <a
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* href="https://ollama.ai/library">available models</a>.
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* <p>
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* If {@code numberOfRetriesForModelPull} is greater than 0, this method will retry pulling the model
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* up to the specified number of times if an {@link OllamaBaseException} occurs, using exponential backoff
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* between retries (delay doubles after each failed attempt, starting at 1 second).
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* If {@code numberOfRetriesForModelPull} is greater than 0, this method will
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* retry pulling the model
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* up to the specified number of times if an {@link OllamaBaseException} occurs,
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* using exponential backoff
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* between retries (delay doubles after each failed attempt, starting at 1
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* second).
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* <p>
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* The backoff is only applied between retries, not after the final attempt.
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*
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* @param modelName the name of the model
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* @throws OllamaBaseException if the response indicates an error status or all retries fail
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* @throws OllamaBaseException if the response indicates an error status or all
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* retries fail
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* @throws IOException if an I/O error occurs during the HTTP request
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* @throws InterruptedException if the operation is interrupted or the thread is interrupted during backoff
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* @throws InterruptedException if the operation is interrupted or the thread is
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* interrupted during backoff
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* @throws URISyntaxException if the URI for the request is malformed
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*/
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public void pullModel(String modelName) throws OllamaBaseException, IOException, URISyntaxException, InterruptedException {
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public void pullModel(String modelName)
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throws OllamaBaseException, IOException, URISyntaxException, InterruptedException {
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if (numberOfRetriesForModelPull == 0) {
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this.doPullModel(modelName);
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return;
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@ -402,36 +439,47 @@ public class OllamaAPI {
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numberOfRetries++;
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}
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}
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throw new OllamaBaseException("Failed to pull model " + modelName + " after " + numberOfRetriesForModelPull + " retries");
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throw new OllamaBaseException(
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"Failed to pull model " + modelName + " after " + numberOfRetriesForModelPull + " retries");
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}
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/**
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* Handles retry logic for pullModel, including logging and backoff.
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* Handles retry backoff for pullModel.
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*/
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private void handlePullRetry(String modelName, int currentRetry, int maxRetries, long baseDelayMillis) throws InterruptedException {
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logger.error("Failed to pull model {}, retrying... (attempt {}/{})", modelName, currentRetry + 1, maxRetries);
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if (currentRetry + 1 < maxRetries) {
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int attempt = currentRetry + 1;
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if (attempt < maxRetries) {
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long backoffMillis = baseDelayMillis * (1L << currentRetry);
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logger.error("Failed to pull model {}, retrying in {} ms... (attempt {}/{})",
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modelName, backoffMillis, attempt, maxRetries);
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try {
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Thread.sleep(backoffMillis);
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} catch (InterruptedException ie) {
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Thread.currentThread().interrupt();
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throw ie;
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}
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} else {
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logger.error("Failed to pull model {} after {} attempts, no more retries.", modelName, maxRetries);
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}
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}
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private void doPullModel(String modelName) throws OllamaBaseException, IOException, URISyntaxException, InterruptedException {
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private void doPullModel(String modelName)
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throws OllamaBaseException, IOException, URISyntaxException, InterruptedException {
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String url = this.host + "/api/pull";
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String jsonData = new ModelRequest(modelName).toString();
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HttpRequest request = getRequestBuilderDefault(new URI(url)).POST(HttpRequest.BodyPublishers.ofString(jsonData)).header(Constants.HttpConstants.HEADER_KEY_ACCEPT, Constants.HttpConstants.APPLICATION_JSON).header(Constants.HttpConstants.HEADER_KEY_CONTENT_TYPE, Constants.HttpConstants.APPLICATION_JSON).build();
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HttpRequest request = getRequestBuilderDefault(new URI(url)).POST(HttpRequest.BodyPublishers.ofString(jsonData))
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.header(Constants.HttpConstants.HEADER_KEY_ACCEPT, Constants.HttpConstants.APPLICATION_JSON)
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.header(Constants.HttpConstants.HEADER_KEY_CONTENT_TYPE, Constants.HttpConstants.APPLICATION_JSON)
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.build();
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HttpClient client = HttpClient.newHttpClient();
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HttpResponse<InputStream> response = client.send(request, HttpResponse.BodyHandlers.ofInputStream());
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int statusCode = response.statusCode();
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InputStream responseBodyStream = response.body();
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String responseString = "";
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boolean success = false; // Flag to check the pull success.
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try (BufferedReader reader = new BufferedReader(new InputStreamReader(responseBodyStream, StandardCharsets.UTF_8))) {
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try (BufferedReader reader = new BufferedReader(
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new InputStreamReader(responseBodyStream, StandardCharsets.UTF_8))) {
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String line;
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while ((line = reader.readLine()) != null) {
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ModelPullResponse modelPullResponse = Utils.getObjectMapper().readValue(line, ModelPullResponse.class);
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@ -467,7 +515,10 @@ public class OllamaAPI {
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public String getVersion() throws URISyntaxException, IOException, InterruptedException, OllamaBaseException {
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String url = this.host + "/api/version";
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HttpClient httpClient = HttpClient.newHttpClient();
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HttpRequest httpRequest = getRequestBuilderDefault(new URI(url)).header(Constants.HttpConstants.HEADER_KEY_ACCEPT, Constants.HttpConstants.APPLICATION_JSON).header(Constants.HttpConstants.HEADER_KEY_CONTENT_TYPE, Constants.HttpConstants.APPLICATION_JSON).GET().build();
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HttpRequest httpRequest = getRequestBuilderDefault(new URI(url))
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.header(Constants.HttpConstants.HEADER_KEY_ACCEPT, Constants.HttpConstants.APPLICATION_JSON)
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.header(Constants.HttpConstants.HEADER_KEY_CONTENT_TYPE, Constants.HttpConstants.APPLICATION_JSON).GET()
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.build();
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HttpResponse<String> response = httpClient.send(httpRequest, HttpResponse.BodyHandlers.ofString());
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int statusCode = response.statusCode();
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String responseString = response.body();
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@ -492,7 +543,8 @@ public class OllamaAPI {
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* @throws InterruptedException if the operation is interrupted
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* @throws URISyntaxException if the URI for the request is malformed
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*/
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public void pullModel(LibraryModelTag libraryModelTag) throws OllamaBaseException, IOException, URISyntaxException, InterruptedException {
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public void pullModel(LibraryModelTag libraryModelTag)
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throws OllamaBaseException, IOException, URISyntaxException, InterruptedException {
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String tagToPull = String.format("%s:%s", libraryModelTag.getName(), libraryModelTag.getTag());
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pullModel(tagToPull);
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}
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@ -507,10 +559,14 @@ public class OllamaAPI {
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* @throws InterruptedException if the operation is interrupted
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* @throws URISyntaxException if the URI for the request is malformed
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*/
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public ModelDetail getModelDetails(String modelName) throws IOException, OllamaBaseException, InterruptedException, URISyntaxException {
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public ModelDetail getModelDetails(String modelName)
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throws IOException, OllamaBaseException, InterruptedException, URISyntaxException {
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String url = this.host + "/api/show";
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String jsonData = new ModelRequest(modelName).toString();
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HttpRequest request = getRequestBuilderDefault(new URI(url)).header(Constants.HttpConstants.HEADER_KEY_ACCEPT, Constants.HttpConstants.APPLICATION_JSON).header(Constants.HttpConstants.HEADER_KEY_CONTENT_TYPE, Constants.HttpConstants.APPLICATION_JSON).POST(HttpRequest.BodyPublishers.ofString(jsonData)).build();
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HttpRequest request = getRequestBuilderDefault(new URI(url))
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.header(Constants.HttpConstants.HEADER_KEY_ACCEPT, Constants.HttpConstants.APPLICATION_JSON)
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.header(Constants.HttpConstants.HEADER_KEY_CONTENT_TYPE, Constants.HttpConstants.APPLICATION_JSON)
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.POST(HttpRequest.BodyPublishers.ofString(jsonData)).build();
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HttpClient client = HttpClient.newHttpClient();
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HttpResponse<String> response = client.send(request, HttpResponse.BodyHandlers.ofString());
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int statusCode = response.statusCode();
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@ -536,10 +592,14 @@ public class OllamaAPI {
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* @throws URISyntaxException if the URI for the request is malformed
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*/
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@Deprecated
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public void createModelWithFilePath(String modelName, String modelFilePath) throws IOException, InterruptedException, OllamaBaseException, URISyntaxException {
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public void createModelWithFilePath(String modelName, String modelFilePath)
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throws IOException, InterruptedException, OllamaBaseException, URISyntaxException {
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String url = this.host + "/api/create";
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String jsonData = new CustomModelFilePathRequest(modelName, modelFilePath).toString();
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HttpRequest request = getRequestBuilderDefault(new URI(url)).header(Constants.HttpConstants.HEADER_KEY_ACCEPT, Constants.HttpConstants.APPLICATION_JSON).header(Constants.HttpConstants.HEADER_KEY_CONTENT_TYPE, Constants.HttpConstants.APPLICATION_JSON).POST(HttpRequest.BodyPublishers.ofString(jsonData, StandardCharsets.UTF_8)).build();
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HttpRequest request = getRequestBuilderDefault(new URI(url))
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.header(Constants.HttpConstants.HEADER_KEY_ACCEPT, Constants.HttpConstants.APPLICATION_JSON)
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.header(Constants.HttpConstants.HEADER_KEY_CONTENT_TYPE, Constants.HttpConstants.APPLICATION_JSON)
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.POST(HttpRequest.BodyPublishers.ofString(jsonData, StandardCharsets.UTF_8)).build();
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HttpClient client = HttpClient.newHttpClient();
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HttpResponse<String> response = client.send(request, HttpResponse.BodyHandlers.ofString());
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int statusCode = response.statusCode();
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@ -573,10 +633,14 @@ public class OllamaAPI {
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* @throws URISyntaxException if the URI for the request is malformed
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*/
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@Deprecated
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public void createModelWithModelFileContents(String modelName, String modelFileContents) throws IOException, InterruptedException, OllamaBaseException, URISyntaxException {
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public void createModelWithModelFileContents(String modelName, String modelFileContents)
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throws IOException, InterruptedException, OllamaBaseException, URISyntaxException {
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||||
String url = this.host + "/api/create";
|
||||
String jsonData = new CustomModelFileContentsRequest(modelName, modelFileContents).toString();
|
||||
HttpRequest request = getRequestBuilderDefault(new URI(url)).header(Constants.HttpConstants.HEADER_KEY_ACCEPT, Constants.HttpConstants.APPLICATION_JSON).header(Constants.HttpConstants.HEADER_KEY_CONTENT_TYPE, Constants.HttpConstants.APPLICATION_JSON).POST(HttpRequest.BodyPublishers.ofString(jsonData, StandardCharsets.UTF_8)).build();
|
||||
HttpRequest request = getRequestBuilderDefault(new URI(url))
|
||||
.header(Constants.HttpConstants.HEADER_KEY_ACCEPT, Constants.HttpConstants.APPLICATION_JSON)
|
||||
.header(Constants.HttpConstants.HEADER_KEY_CONTENT_TYPE, Constants.HttpConstants.APPLICATION_JSON)
|
||||
.POST(HttpRequest.BodyPublishers.ofString(jsonData, StandardCharsets.UTF_8)).build();
|
||||
HttpClient client = HttpClient.newHttpClient();
|
||||
HttpResponse<String> response = client.send(request, HttpResponse.BodyHandlers.ofString());
|
||||
int statusCode = response.statusCode();
|
||||
@ -603,10 +667,14 @@ public class OllamaAPI {
|
||||
* @throws InterruptedException if the operation is interrupted
|
||||
* @throws URISyntaxException if the URI for the request is malformed
|
||||
*/
|
||||
public void createModel(CustomModelRequest customModelRequest) throws IOException, InterruptedException, OllamaBaseException, URISyntaxException {
|
||||
public void createModel(CustomModelRequest customModelRequest)
|
||||
throws IOException, InterruptedException, OllamaBaseException, URISyntaxException {
|
||||
String url = this.host + "/api/create";
|
||||
String jsonData = customModelRequest.toString();
|
||||
HttpRequest request = getRequestBuilderDefault(new URI(url)).header(Constants.HttpConstants.HEADER_KEY_ACCEPT, Constants.HttpConstants.APPLICATION_JSON).header(Constants.HttpConstants.HEADER_KEY_CONTENT_TYPE, Constants.HttpConstants.APPLICATION_JSON).POST(HttpRequest.BodyPublishers.ofString(jsonData, StandardCharsets.UTF_8)).build();
|
||||
HttpRequest request = getRequestBuilderDefault(new URI(url))
|
||||
.header(Constants.HttpConstants.HEADER_KEY_ACCEPT, Constants.HttpConstants.APPLICATION_JSON)
|
||||
.header(Constants.HttpConstants.HEADER_KEY_CONTENT_TYPE, Constants.HttpConstants.APPLICATION_JSON)
|
||||
.POST(HttpRequest.BodyPublishers.ofString(jsonData, StandardCharsets.UTF_8)).build();
|
||||
HttpClient client = HttpClient.newHttpClient();
|
||||
HttpResponse<String> response = client.send(request, HttpResponse.BodyHandlers.ofString());
|
||||
int statusCode = response.statusCode();
|
||||
@ -633,10 +701,15 @@ public class OllamaAPI {
|
||||
* @throws InterruptedException if the operation is interrupted
|
||||
* @throws URISyntaxException if the URI for the request is malformed
|
||||
*/
|
||||
public void deleteModel(String modelName, boolean ignoreIfNotPresent) throws IOException, InterruptedException, OllamaBaseException, URISyntaxException {
|
||||
public void deleteModel(String modelName, boolean ignoreIfNotPresent)
|
||||
throws IOException, InterruptedException, OllamaBaseException, URISyntaxException {
|
||||
String url = this.host + "/api/delete";
|
||||
String jsonData = new ModelRequest(modelName).toString();
|
||||
HttpRequest request = getRequestBuilderDefault(new URI(url)).method("DELETE", HttpRequest.BodyPublishers.ofString(jsonData, StandardCharsets.UTF_8)).header(Constants.HttpConstants.HEADER_KEY_ACCEPT, Constants.HttpConstants.APPLICATION_JSON).header(Constants.HttpConstants.HEADER_KEY_CONTENT_TYPE, Constants.HttpConstants.APPLICATION_JSON).build();
|
||||
HttpRequest request = getRequestBuilderDefault(new URI(url))
|
||||
.method("DELETE", HttpRequest.BodyPublishers.ofString(jsonData, StandardCharsets.UTF_8))
|
||||
.header(Constants.HttpConstants.HEADER_KEY_ACCEPT, Constants.HttpConstants.APPLICATION_JSON)
|
||||
.header(Constants.HttpConstants.HEADER_KEY_CONTENT_TYPE, Constants.HttpConstants.APPLICATION_JSON)
|
||||
.build();
|
||||
HttpClient client = HttpClient.newHttpClient();
|
||||
HttpResponse<String> response = client.send(request, HttpResponse.BodyHandlers.ofString());
|
||||
int statusCode = response.statusCode();
|
||||
@ -661,7 +734,8 @@ public class OllamaAPI {
|
||||
* @deprecated Use {@link #embed(String, List)} instead.
|
||||
*/
|
||||
@Deprecated
|
||||
public List<Double> generateEmbeddings(String model, String prompt) throws IOException, InterruptedException, OllamaBaseException {
|
||||
public List<Double> generateEmbeddings(String model, String prompt)
|
||||
throws IOException, InterruptedException, OllamaBaseException {
|
||||
return generateEmbeddings(new OllamaEmbeddingsRequestModel(model, prompt));
|
||||
}
|
||||
|
||||
@ -676,17 +750,21 @@ public class OllamaAPI {
|
||||
* @deprecated Use {@link #embed(OllamaEmbedRequestModel)} instead.
|
||||
*/
|
||||
@Deprecated
|
||||
public List<Double> generateEmbeddings(OllamaEmbeddingsRequestModel modelRequest) throws IOException, InterruptedException, OllamaBaseException {
|
||||
public List<Double> generateEmbeddings(OllamaEmbeddingsRequestModel modelRequest)
|
||||
throws IOException, InterruptedException, OllamaBaseException {
|
||||
URI uri = URI.create(this.host + "/api/embeddings");
|
||||
String jsonData = modelRequest.toString();
|
||||
HttpClient httpClient = HttpClient.newHttpClient();
|
||||
HttpRequest.Builder requestBuilder = getRequestBuilderDefault(uri).header(Constants.HttpConstants.HEADER_KEY_ACCEPT, Constants.HttpConstants.APPLICATION_JSON).POST(HttpRequest.BodyPublishers.ofString(jsonData));
|
||||
HttpRequest.Builder requestBuilder = getRequestBuilderDefault(uri)
|
||||
.header(Constants.HttpConstants.HEADER_KEY_ACCEPT, Constants.HttpConstants.APPLICATION_JSON)
|
||||
.POST(HttpRequest.BodyPublishers.ofString(jsonData));
|
||||
HttpRequest request = requestBuilder.build();
|
||||
HttpResponse<String> response = httpClient.send(request, HttpResponse.BodyHandlers.ofString());
|
||||
int statusCode = response.statusCode();
|
||||
String responseBody = response.body();
|
||||
if (statusCode == 200) {
|
||||
OllamaEmbeddingResponseModel embeddingResponse = Utils.getObjectMapper().readValue(responseBody, OllamaEmbeddingResponseModel.class);
|
||||
OllamaEmbeddingResponseModel embeddingResponse = Utils.getObjectMapper().readValue(responseBody,
|
||||
OllamaEmbeddingResponseModel.class);
|
||||
return embeddingResponse.getEmbedding();
|
||||
} else {
|
||||
throw new OllamaBaseException(statusCode + " - " + responseBody);
|
||||
@ -703,7 +781,8 @@ public class OllamaAPI {
|
||||
* @throws IOException if an I/O error occurs during the HTTP request
|
||||
* @throws InterruptedException if the operation is interrupted
|
||||
*/
|
||||
public OllamaEmbedResponseModel embed(String model, List<String> inputs) throws IOException, InterruptedException, OllamaBaseException {
|
||||
public OllamaEmbedResponseModel embed(String model, List<String> inputs)
|
||||
throws IOException, InterruptedException, OllamaBaseException {
|
||||
return embed(new OllamaEmbedRequestModel(model, inputs));
|
||||
}
|
||||
|
||||
@ -716,12 +795,15 @@ public class OllamaAPI {
|
||||
* @throws IOException if an I/O error occurs during the HTTP request
|
||||
* @throws InterruptedException if the operation is interrupted
|
||||
*/
|
||||
public OllamaEmbedResponseModel embed(OllamaEmbedRequestModel modelRequest) throws IOException, InterruptedException, OllamaBaseException {
|
||||
public OllamaEmbedResponseModel embed(OllamaEmbedRequestModel modelRequest)
|
||||
throws IOException, InterruptedException, OllamaBaseException {
|
||||
URI uri = URI.create(this.host + "/api/embed");
|
||||
String jsonData = Utils.getObjectMapper().writeValueAsString(modelRequest);
|
||||
HttpClient httpClient = HttpClient.newHttpClient();
|
||||
|
||||
HttpRequest request = HttpRequest.newBuilder(uri).header(Constants.HttpConstants.HEADER_KEY_ACCEPT, Constants.HttpConstants.APPLICATION_JSON).POST(HttpRequest.BodyPublishers.ofString(jsonData)).build();
|
||||
HttpRequest request = HttpRequest.newBuilder(uri)
|
||||
.header(Constants.HttpConstants.HEADER_KEY_ACCEPT, Constants.HttpConstants.APPLICATION_JSON)
|
||||
.POST(HttpRequest.BodyPublishers.ofString(jsonData)).build();
|
||||
|
||||
HttpResponse<String> response = httpClient.send(request, HttpResponse.BodyHandlers.ofString());
|
||||
int statusCode = response.statusCode();
|
||||
@ -741,8 +823,12 @@ public class OllamaAPI {
|
||||
*
|
||||
* @param model the ollama model to ask the question to
|
||||
* @param prompt the prompt/question text
|
||||
* @param raw if true no formatting will be applied to the prompt. You may choose to use the raw parameter if you are specifying a full templated prompt in your request to the API
|
||||
* @param think if true the model will "think" step-by-step before generating the final response
|
||||
* @param raw if true no formatting will be applied to the prompt. You
|
||||
* may choose to use the raw parameter if you are
|
||||
* specifying a full templated prompt in your request to
|
||||
* the API
|
||||
* @param think if true the model will "think" step-by-step before
|
||||
* generating the final response
|
||||
* @param options the Options object - <a
|
||||
* href=
|
||||
* "https://github.com/jmorganca/ollama/blob/main/docs/modelfile.md#valid-parameters-and-values">More
|
||||
@ -755,7 +841,8 @@ public class OllamaAPI {
|
||||
* @throws IOException if an I/O error occurs during the HTTP request
|
||||
* @throws InterruptedException if the operation is interrupted
|
||||
*/
|
||||
public OllamaResult generate(String model, String prompt, boolean raw, boolean think, Options options, OllamaStreamHandler streamHandler) throws OllamaBaseException, IOException, InterruptedException {
|
||||
public OllamaResult generate(String model, String prompt, boolean raw, boolean think, Options options,
|
||||
OllamaStreamHandler streamHandler) throws OllamaBaseException, IOException, InterruptedException {
|
||||
OllamaGenerateRequest ollamaRequestModel = new OllamaGenerateRequest(model, prompt);
|
||||
ollamaRequestModel.setRaw(raw);
|
||||
ollamaRequestModel.setThink(think);
|
||||
@ -767,7 +854,8 @@ public class OllamaAPI {
|
||||
* Generates response using the specified AI model and prompt (in blocking
|
||||
* mode).
|
||||
* <p>
|
||||
* Uses {@link #generate(String, String, boolean, boolean, Options, OllamaStreamHandler)}
|
||||
* Uses
|
||||
* {@link #generate(String, String, boolean, boolean, Options, OllamaStreamHandler)}
|
||||
*
|
||||
* @param model The name or identifier of the AI model to use for generating
|
||||
* the response.
|
||||
@ -785,7 +873,8 @@ public class OllamaAPI {
|
||||
* @throws IOException if an I/O error occurs during the HTTP request
|
||||
* @throws InterruptedException if the operation is interrupted
|
||||
*/
|
||||
public OllamaResult generate(String model, String prompt, boolean raw, boolean think, Options options) throws OllamaBaseException, IOException, InterruptedException {
|
||||
public OllamaResult generate(String model, String prompt, boolean raw, boolean think, Options options)
|
||||
throws OllamaBaseException, IOException, InterruptedException {
|
||||
return generate(model, prompt, raw, think, options, null);
|
||||
}
|
||||
|
||||
@ -806,7 +895,8 @@ public class OllamaAPI {
|
||||
* @throws InterruptedException if the operation is interrupted.
|
||||
*/
|
||||
@SuppressWarnings("LoggingSimilarMessage")
|
||||
public OllamaResult generate(String model, String prompt, Map<String, Object> format) throws OllamaBaseException, IOException, InterruptedException {
|
||||
public OllamaResult generate(String model, String prompt, Map<String, Object> format)
|
||||
throws OllamaBaseException, IOException, InterruptedException {
|
||||
URI uri = URI.create(this.host + "/api/generate");
|
||||
|
||||
Map<String, Object> requestBody = new HashMap<>();
|
||||
@ -818,11 +908,15 @@ public class OllamaAPI {
|
||||
String jsonData = Utils.getObjectMapper().writeValueAsString(requestBody);
|
||||
HttpClient httpClient = HttpClient.newHttpClient();
|
||||
|
||||
HttpRequest request = getRequestBuilderDefault(uri).header(Constants.HttpConstants.HEADER_KEY_ACCEPT, Constants.HttpConstants.APPLICATION_JSON).header(Constants.HttpConstants.HEADER_KEY_CONTENT_TYPE, Constants.HttpConstants.APPLICATION_JSON).POST(HttpRequest.BodyPublishers.ofString(jsonData)).build();
|
||||
HttpRequest request = getRequestBuilderDefault(uri)
|
||||
.header(Constants.HttpConstants.HEADER_KEY_ACCEPT, Constants.HttpConstants.APPLICATION_JSON)
|
||||
.header(Constants.HttpConstants.HEADER_KEY_CONTENT_TYPE, Constants.HttpConstants.APPLICATION_JSON)
|
||||
.POST(HttpRequest.BodyPublishers.ofString(jsonData)).build();
|
||||
|
||||
if (verbose) {
|
||||
try {
|
||||
String prettyJson = Utils.getObjectMapper().writerWithDefaultPrettyPrinter().writeValueAsString(Utils.getObjectMapper().readValue(jsonData, Object.class));
|
||||
String prettyJson = Utils.getObjectMapper().writerWithDefaultPrettyPrinter()
|
||||
.writeValueAsString(Utils.getObjectMapper().readValue(jsonData, Object.class));
|
||||
logger.info("Asking model:\n{}", prettyJson);
|
||||
} catch (Exception e) {
|
||||
logger.info("Asking model: {}", jsonData);
|
||||
@ -832,15 +926,18 @@ public class OllamaAPI {
|
||||
int statusCode = response.statusCode();
|
||||
String responseBody = response.body();
|
||||
if (statusCode == 200) {
|
||||
OllamaStructuredResult structuredResult = Utils.getObjectMapper().readValue(responseBody, OllamaStructuredResult.class);
|
||||
OllamaResult ollamaResult = new OllamaResult(structuredResult.getResponse(), structuredResult.getThinking(), structuredResult.getResponseTime(), statusCode);
|
||||
OllamaStructuredResult structuredResult = Utils.getObjectMapper().readValue(responseBody,
|
||||
OllamaStructuredResult.class);
|
||||
OllamaResult ollamaResult = new OllamaResult(structuredResult.getResponse(), structuredResult.getThinking(),
|
||||
structuredResult.getResponseTime(), statusCode);
|
||||
if (verbose) {
|
||||
logger.info("Model response:\n{}", ollamaResult);
|
||||
}
|
||||
return ollamaResult;
|
||||
} else {
|
||||
if (verbose) {
|
||||
logger.info("Model response:\n{}", Utils.getObjectMapper().writerWithDefaultPrettyPrinter().writeValueAsString(responseBody));
|
||||
logger.info("Model response:\n{}",
|
||||
Utils.getObjectMapper().writerWithDefaultPrettyPrinter().writeValueAsString(responseBody));
|
||||
}
|
||||
throw new OllamaBaseException(statusCode + " - " + responseBody);
|
||||
}
|
||||
@ -865,7 +962,8 @@ public class OllamaAPI {
|
||||
* @throws IOException if an I/O error occurs during the HTTP request
|
||||
* @throws InterruptedException if the operation is interrupted
|
||||
*/
|
||||
public OllamaToolsResult generateWithTools(String model, String prompt, boolean think, Options options) throws OllamaBaseException, IOException, InterruptedException, ToolInvocationException {
|
||||
public OllamaToolsResult generateWithTools(String model, String prompt, boolean think, Options options)
|
||||
throws OllamaBaseException, IOException, InterruptedException, ToolInvocationException {
|
||||
boolean raw = true;
|
||||
OllamaToolsResult toolResult = new OllamaToolsResult();
|
||||
Map<ToolFunctionCallSpec, Object> toolResults = new HashMap<>();
|
||||
@ -898,7 +996,8 @@ public class OllamaAPI {
|
||||
logger.warn("Response from model does not contain any tool calls. Returning the response as is.");
|
||||
return toolResult;
|
||||
}
|
||||
toolFunctionCallSpecs = objectMapper.readValue(toolsResponse, objectMapper.getTypeFactory().constructCollectionType(List.class, ToolFunctionCallSpec.class));
|
||||
toolFunctionCallSpecs = objectMapper.readValue(toolsResponse,
|
||||
objectMapper.getTypeFactory().constructCollectionType(List.class, ToolFunctionCallSpec.class));
|
||||
}
|
||||
for (ToolFunctionCallSpec toolFunctionCallSpec : toolFunctionCallSpecs) {
|
||||
toolResults.put(toolFunctionCallSpec, invokeTool(toolFunctionCallSpec));
|
||||
@ -922,7 +1021,8 @@ public class OllamaAPI {
|
||||
OllamaGenerateRequest ollamaRequestModel = new OllamaGenerateRequest(model, prompt);
|
||||
ollamaRequestModel.setRaw(raw);
|
||||
URI uri = URI.create(this.host + "/api/generate");
|
||||
OllamaAsyncResultStreamer ollamaAsyncResultStreamer = new OllamaAsyncResultStreamer(getRequestBuilderDefault(uri), ollamaRequestModel, requestTimeoutSeconds);
|
||||
OllamaAsyncResultStreamer ollamaAsyncResultStreamer = new OllamaAsyncResultStreamer(
|
||||
getRequestBuilderDefault(uri), ollamaRequestModel, requestTimeoutSeconds);
|
||||
ollamaAsyncResultStreamer.start();
|
||||
return ollamaAsyncResultStreamer;
|
||||
}
|
||||
@ -947,7 +1047,8 @@ public class OllamaAPI {
|
||||
* @throws IOException if an I/O error occurs during the HTTP request
|
||||
* @throws InterruptedException if the operation is interrupted
|
||||
*/
|
||||
public OllamaResult generateWithImageFiles(String model, String prompt, List<File> imageFiles, Options options, OllamaStreamHandler streamHandler) throws OllamaBaseException, IOException, InterruptedException {
|
||||
public OllamaResult generateWithImageFiles(String model, String prompt, List<File> imageFiles, Options options,
|
||||
OllamaStreamHandler streamHandler) throws OllamaBaseException, IOException, InterruptedException {
|
||||
List<String> images = new ArrayList<>();
|
||||
for (File imageFile : imageFiles) {
|
||||
images.add(encodeFileToBase64(imageFile));
|
||||
@ -967,7 +1068,8 @@ public class OllamaAPI {
|
||||
* @throws IOException if an I/O error occurs during the HTTP request
|
||||
* @throws InterruptedException if the operation is interrupted
|
||||
*/
|
||||
public OllamaResult generateWithImageFiles(String model, String prompt, List<File> imageFiles, Options options) throws OllamaBaseException, IOException, InterruptedException {
|
||||
public OllamaResult generateWithImageFiles(String model, String prompt, List<File> imageFiles, Options options)
|
||||
throws OllamaBaseException, IOException, InterruptedException {
|
||||
return generateWithImageFiles(model, prompt, imageFiles, options, null);
|
||||
}
|
||||
|
||||
@ -992,7 +1094,9 @@ public class OllamaAPI {
|
||||
* @throws InterruptedException if the operation is interrupted
|
||||
* @throws URISyntaxException if the URI for the request is malformed
|
||||
*/
|
||||
public OllamaResult generateWithImageURLs(String model, String prompt, List<String> imageURLs, Options options, OllamaStreamHandler streamHandler) throws OllamaBaseException, IOException, InterruptedException, URISyntaxException {
|
||||
public OllamaResult generateWithImageURLs(String model, String prompt, List<String> imageURLs, Options options,
|
||||
OllamaStreamHandler streamHandler)
|
||||
throws OllamaBaseException, IOException, InterruptedException, URISyntaxException {
|
||||
List<String> images = new ArrayList<>();
|
||||
for (String imageURL : imageURLs) {
|
||||
images.add(encodeByteArrayToBase64(Utils.loadImageBytesFromUrl(imageURL)));
|
||||
@ -1013,7 +1117,8 @@ public class OllamaAPI {
|
||||
* @throws InterruptedException if the operation is interrupted
|
||||
* @throws URISyntaxException if the URI for the request is malformed
|
||||
*/
|
||||
public OllamaResult generateWithImageURLs(String model, String prompt, List<String> imageURLs, Options options) throws OllamaBaseException, IOException, InterruptedException, URISyntaxException {
|
||||
public OllamaResult generateWithImageURLs(String model, String prompt, List<String> imageURLs, Options options)
|
||||
throws OllamaBaseException, IOException, InterruptedException, URISyntaxException {
|
||||
return generateWithImageURLs(model, prompt, imageURLs, options, null);
|
||||
}
|
||||
|
||||
@ -1037,7 +1142,8 @@ public class OllamaAPI {
|
||||
* @throws IOException if an I/O error occurs during the HTTP request
|
||||
* @throws InterruptedException if the operation is interrupted
|
||||
*/
|
||||
public OllamaResult generateWithImages(String model, String prompt, List<byte[]> images, Options options, OllamaStreamHandler streamHandler) throws OllamaBaseException, IOException, InterruptedException {
|
||||
public OllamaResult generateWithImages(String model, String prompt, List<byte[]> images, Options options,
|
||||
OllamaStreamHandler streamHandler) throws OllamaBaseException, IOException, InterruptedException {
|
||||
List<String> encodedImages = new ArrayList<>();
|
||||
for (byte[] image : images) {
|
||||
encodedImages.add(encodeByteArrayToBase64(image));
|
||||
@ -1058,7 +1164,8 @@ public class OllamaAPI {
|
||||
* @throws IOException if an I/O error occurs during the HTTP request
|
||||
* @throws InterruptedException if the operation is interrupted
|
||||
*/
|
||||
public OllamaResult generateWithImages(String model, String prompt, List<byte[]> images, Options options) throws OllamaBaseException, IOException, InterruptedException {
|
||||
public OllamaResult generateWithImages(String model, String prompt, List<byte[]> images, Options options)
|
||||
throws OllamaBaseException, IOException, InterruptedException {
|
||||
return generateWithImages(model, prompt, images, options, null);
|
||||
}
|
||||
|
||||
@ -1082,7 +1189,8 @@ public class OllamaAPI {
|
||||
* @throws InterruptedException if the operation is interrupted
|
||||
* @throws ToolInvocationException if the tool invocation fails
|
||||
*/
|
||||
public OllamaChatResult chat(String model, List<OllamaChatMessage> messages) throws OllamaBaseException, IOException, InterruptedException, ToolInvocationException {
|
||||
public OllamaChatResult chat(String model, List<OllamaChatMessage> messages)
|
||||
throws OllamaBaseException, IOException, InterruptedException, ToolInvocationException {
|
||||
OllamaChatRequestBuilder builder = OllamaChatRequestBuilder.getInstance(model);
|
||||
return chat(builder.withMessages(messages).build());
|
||||
}
|
||||
@ -1106,7 +1214,8 @@ public class OllamaAPI {
|
||||
* @throws InterruptedException if the operation is interrupted
|
||||
* @throws ToolInvocationException if the tool invocation fails
|
||||
*/
|
||||
public OllamaChatResult chat(OllamaChatRequest request) throws OllamaBaseException, IOException, InterruptedException, ToolInvocationException {
|
||||
public OllamaChatResult chat(OllamaChatRequest request)
|
||||
throws OllamaBaseException, IOException, InterruptedException, ToolInvocationException {
|
||||
return chat(request, null);
|
||||
}
|
||||
|
||||
@ -1132,7 +1241,8 @@ public class OllamaAPI {
|
||||
* @throws InterruptedException if the operation is interrupted
|
||||
* @throws ToolInvocationException if the tool invocation fails
|
||||
*/
|
||||
public OllamaChatResult chat(OllamaChatRequest request, OllamaStreamHandler streamHandler) throws OllamaBaseException, IOException, InterruptedException, ToolInvocationException {
|
||||
public OllamaChatResult chat(OllamaChatRequest request, OllamaStreamHandler streamHandler)
|
||||
throws OllamaBaseException, IOException, InterruptedException, ToolInvocationException {
|
||||
return chatStreaming(request, new OllamaChatStreamObserver(streamHandler));
|
||||
}
|
||||
|
||||
@ -1155,12 +1265,15 @@ public class OllamaAPI {
|
||||
* @throws IOException if an I/O error occurs during the HTTP request
|
||||
* @throws InterruptedException if the operation is interrupted
|
||||
*/
|
||||
public OllamaChatResult chatStreaming(OllamaChatRequest request, OllamaTokenHandler tokenHandler) throws OllamaBaseException, IOException, InterruptedException, ToolInvocationException {
|
||||
OllamaChatEndpointCaller requestCaller = new OllamaChatEndpointCaller(host, auth, requestTimeoutSeconds, verbose);
|
||||
public OllamaChatResult chatStreaming(OllamaChatRequest request, OllamaTokenHandler tokenHandler)
|
||||
throws OllamaBaseException, IOException, InterruptedException, ToolInvocationException {
|
||||
OllamaChatEndpointCaller requestCaller = new OllamaChatEndpointCaller(host, auth, requestTimeoutSeconds,
|
||||
verbose);
|
||||
OllamaChatResult result;
|
||||
|
||||
// add all registered tools to Request
|
||||
request.setTools(toolRegistry.getRegisteredSpecs().stream().map(Tools.ToolSpecification::getToolPrompt).collect(Collectors.toList()));
|
||||
request.setTools(toolRegistry.getRegisteredSpecs().stream().map(Tools.ToolSpecification::getToolPrompt)
|
||||
.collect(Collectors.toList()));
|
||||
|
||||
if (tokenHandler != null) {
|
||||
request.setStream(true);
|
||||
@ -1181,7 +1294,8 @@ public class OllamaAPI {
|
||||
}
|
||||
Map<String, Object> arguments = toolCall.getFunction().getArguments();
|
||||
Object res = toolFunction.apply(arguments);
|
||||
request.getMessages().add(new OllamaChatMessage(OllamaChatMessageRole.TOOL, "[TOOL_RESULTS]" + toolName + "(" + arguments.keySet() + ") : " + res + "[/TOOL_RESULTS]"));
|
||||
request.getMessages().add(new OllamaChatMessage(OllamaChatMessageRole.TOOL,
|
||||
"[TOOL_RESULTS]" + toolName + "(" + arguments.keySet() + ") : " + res + "[/TOOL_RESULTS]"));
|
||||
}
|
||||
|
||||
if (tokenHandler != null) {
|
||||
@ -1268,8 +1382,8 @@ public class OllamaAPI {
|
||||
for (Class<?> provider : providers) {
|
||||
registerAnnotatedTools(provider.getDeclaredConstructor().newInstance());
|
||||
}
|
||||
} catch (InstantiationException | NoSuchMethodException | IllegalAccessException |
|
||||
InvocationTargetException e) {
|
||||
} catch (InstantiationException | NoSuchMethodException | IllegalAccessException
|
||||
| InvocationTargetException e) {
|
||||
throw new RuntimeException(e);
|
||||
}
|
||||
}
|
||||
@ -1309,12 +1423,22 @@ public class OllamaAPI {
|
||||
}
|
||||
String propName = !toolPropertyAnn.name().isBlank() ? toolPropertyAnn.name() : parameter.getName();
|
||||
methodParams.put(propName, propType);
|
||||
propsBuilder.withProperty(propName, Tools.PromptFuncDefinition.Property.builder().type(propType).description(toolPropertyAnn.desc()).required(toolPropertyAnn.required()).build());
|
||||
propsBuilder.withProperty(propName, Tools.PromptFuncDefinition.Property.builder().type(propType)
|
||||
.description(toolPropertyAnn.desc()).required(toolPropertyAnn.required()).build());
|
||||
}
|
||||
final Map<String, Tools.PromptFuncDefinition.Property> params = propsBuilder.build();
|
||||
List<String> reqProps = params.entrySet().stream().filter(e -> e.getValue().isRequired()).map(Map.Entry::getKey).collect(Collectors.toList());
|
||||
List<String> reqProps = params.entrySet().stream().filter(e -> e.getValue().isRequired())
|
||||
.map(Map.Entry::getKey).collect(Collectors.toList());
|
||||
|
||||
Tools.ToolSpecification toolSpecification = Tools.ToolSpecification.builder().functionName(operationName).functionDescription(operationDesc).toolPrompt(Tools.PromptFuncDefinition.builder().type("function").function(Tools.PromptFuncDefinition.PromptFuncSpec.builder().name(operationName).description(operationDesc).parameters(Tools.PromptFuncDefinition.Parameters.builder().type("object").properties(params).required(reqProps).build()).build()).build()).build();
|
||||
Tools.ToolSpecification toolSpecification = Tools.ToolSpecification.builder().functionName(operationName)
|
||||
.functionDescription(operationDesc)
|
||||
.toolPrompt(Tools.PromptFuncDefinition.builder().type("function")
|
||||
.function(Tools.PromptFuncDefinition.PromptFuncSpec.builder().name(operationName)
|
||||
.description(operationDesc).parameters(Tools.PromptFuncDefinition.Parameters
|
||||
.builder().type("object").properties(params).required(reqProps).build())
|
||||
.build())
|
||||
.build())
|
||||
.build();
|
||||
|
||||
ReflectionalToolFunction reflectionalToolFunction = new ReflectionalToolFunction(object, m, methodParams);
|
||||
toolSpecification.setToolFunction(reflectionalToolFunction);
|
||||
@ -1395,8 +1519,10 @@ public class OllamaAPI {
|
||||
* process.
|
||||
* @throws InterruptedException if the thread is interrupted during the request.
|
||||
*/
|
||||
private OllamaResult generateSyncForOllamaRequestModel(OllamaGenerateRequest ollamaRequestModel, OllamaStreamHandler streamHandler) throws OllamaBaseException, IOException, InterruptedException {
|
||||
OllamaGenerateEndpointCaller requestCaller = new OllamaGenerateEndpointCaller(host, auth, requestTimeoutSeconds, verbose);
|
||||
private OllamaResult generateSyncForOllamaRequestModel(OllamaGenerateRequest ollamaRequestModel,
|
||||
OllamaStreamHandler streamHandler) throws OllamaBaseException, IOException, InterruptedException {
|
||||
OllamaGenerateEndpointCaller requestCaller = new OllamaGenerateEndpointCaller(host, auth, requestTimeoutSeconds,
|
||||
verbose);
|
||||
OllamaResult result;
|
||||
if (streamHandler != null) {
|
||||
ollamaRequestModel.setStream(true);
|
||||
@ -1414,7 +1540,9 @@ public class OllamaAPI {
|
||||
* @return HttpRequest.Builder
|
||||
*/
|
||||
private HttpRequest.Builder getRequestBuilderDefault(URI uri) {
|
||||
HttpRequest.Builder requestBuilder = HttpRequest.newBuilder(uri).header(Constants.HttpConstants.HEADER_KEY_CONTENT_TYPE, Constants.HttpConstants.APPLICATION_JSON).timeout(Duration.ofSeconds(requestTimeoutSeconds));
|
||||
HttpRequest.Builder requestBuilder = HttpRequest.newBuilder(uri)
|
||||
.header(Constants.HttpConstants.HEADER_KEY_CONTENT_TYPE, Constants.HttpConstants.APPLICATION_JSON)
|
||||
.timeout(Duration.ofSeconds(requestTimeoutSeconds));
|
||||
if (isBasicAuthCredentialsSet()) {
|
||||
requestBuilder.header("Authorization", auth.getAuthHeaderValue());
|
||||
}
|
||||
@ -1439,7 +1567,8 @@ public class OllamaAPI {
|
||||
logger.debug("Invoking function {} with arguments {}", methodName, arguments);
|
||||
}
|
||||
if (function == null) {
|
||||
throw new ToolNotFoundException("No such tool: " + methodName + ". Please register the tool before invoking it.");
|
||||
throw new ToolNotFoundException(
|
||||
"No such tool: " + methodName + ". Please register the tool before invoking it.");
|
||||
}
|
||||
return function.apply(arguments);
|
||||
} catch (Exception e) {
|
||||
|
||||
@ -2,9 +2,11 @@ package io.github.ollama4j.models.request;
|
||||
|
||||
import lombok.AllArgsConstructor;
|
||||
import lombok.Data;
|
||||
import lombok.EqualsAndHashCode;
|
||||
|
||||
@Data
|
||||
@AllArgsConstructor
|
||||
@EqualsAndHashCode(callSuper = false)
|
||||
public class BearerAuth extends Auth {
|
||||
private String bearerToken;
|
||||
|
||||
@ -14,6 +16,6 @@ public class BearerAuth extends Auth {
|
||||
* @return authentication header value with bearer token
|
||||
*/
|
||||
public String getAuthHeaderValue() {
|
||||
return "Bearer "+ bearerToken;
|
||||
return "Bearer " + bearerToken;
|
||||
}
|
||||
}
|
||||
|
||||
Loading…
x
Reference in New Issue
Block a user