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(improvement)(build) Add spotless during the build process. (#1639)
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@@ -11,12 +11,13 @@ import java.nio.file.Paths;
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import java.util.Objects;
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/**
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* An embedding model that runs within your Java application's process.
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* Any BERT-based model (e.g., from HuggingFace) can be used, as long as it is in ONNX format.
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* Information on how to convert models into ONNX format can be found <a
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* An embedding model that runs within your Java application's process. Any BERT-based model (e.g.,
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* from HuggingFace) can be used, as long as it is in ONNX format. Information on how to convert
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* models into ONNX format can be found <a
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* href="https://huggingface.co/docs/optimum/exporters/onnx/usage_guides/export_a_model">here</a>.
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* Many models already converted to ONNX format are available <a href="https://huggingface.co/Xenova">here</a>.
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* Copy from dev.langchain4j.model.embedding.OnnxEmbeddingModel.
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* Many models already converted to ONNX format are available <a
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* href="https://huggingface.co/Xenova">here</a>. Copy from
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* dev.langchain4j.model.embedding.OnnxEmbeddingModel.
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*/
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public class S2OnnxEmbeddingModel extends AbstractInProcessEmbeddingModel {
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private static volatile OnnxBertBiEncoder cachedModel;
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@@ -27,7 +28,9 @@ public class S2OnnxEmbeddingModel extends AbstractInProcessEmbeddingModel {
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if (shouldReloadModel(pathToModel, vocabularyPath)) {
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synchronized (S2OnnxEmbeddingModel.class) {
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if (shouldReloadModel(pathToModel, vocabularyPath)) {
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URL resource = AbstractInProcessEmbeddingModel.class.getResource("/bert-vocabulary-en.txt");
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URL resource =
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AbstractInProcessEmbeddingModel.class.getResource(
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"/bert-vocabulary-en.txt");
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if (StringUtils.isNotBlank(vocabularyPath)) {
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try {
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resource = Paths.get(vocabularyPath).toUri().toURL();
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@@ -53,19 +56,17 @@ public class S2OnnxEmbeddingModel extends AbstractInProcessEmbeddingModel {
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}
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private static boolean shouldReloadModel(String pathToModel, String vocabularyPath) {
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return cachedModel == null || !Objects.equals(cachedModelPath, pathToModel)
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return cachedModel == null
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|| !Objects.equals(cachedModelPath, pathToModel)
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|| !Objects.equals(cachedVocabularyPath, vocabularyPath);
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}
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static OnnxBertBiEncoder loadFromFileSystem(Path pathToModel, URL vocabularyFile) {
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try {
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return new OnnxBertBiEncoder(
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Files.newInputStream(pathToModel),
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vocabularyFile,
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PoolingMode.MEAN
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);
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Files.newInputStream(pathToModel), vocabularyFile, PoolingMode.MEAN);
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} catch (IOException e) {
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throw new RuntimeException(e);
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}
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}
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}
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}
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