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Original file line number Diff line number Diff line change
Expand Up @@ -82,7 +82,7 @@ void acmeChain() {
// Step 2 - Create embeddings and save to vector store

logger.info("Creating Embeddings...");
VectorStore vectorStore = new SimpleVectorStore(this.embeddingModel);
VectorStore vectorStore = SimpleVectorStore.builder(this.embeddingModel).build();

vectorStore.accept(textSplitter.apply(jsonReader.get()));

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Expand Up @@ -56,14 +56,14 @@ void persist() {
JsonReader jsonReader = new JsonReader(this.bikesJsonResource, new ProductMetadataGenerator(), "price", "name",
"shortDescription", "description", "tags");
List<Document> documents = jsonReader.get();
SimpleVectorStore vectorStore = new SimpleVectorStore(this.embeddingModel);
SimpleVectorStore vectorStore = SimpleVectorStore.builder(this.embeddingModel).build();
vectorStore.add(documents);

File tempFile = new File(this.workingDir.toFile(), "temp.txt");
vectorStore.save(tempFile);
assertThat(tempFile).isNotEmpty();
assertThat(tempFile).content().contains("Velo 99 XR1 AXS");
SimpleVectorStore vectorStore2 = new SimpleVectorStore(this.embeddingModel);
SimpleVectorStore vectorStore2 = SimpleVectorStore.builder(this.embeddingModel).build();

vectorStore2.load(tempFile);
List<Document> similaritySearch = vectorStore2.similaritySearch("Velo 99 XR1 AXS");
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Expand Up @@ -144,7 +144,7 @@ void shouldSaveAndLoadVectorStore() throws IOException {
File saveFile = this.tempDir.resolve("vector-store.json").toFile();
this.vectorStore.save(saveFile);

SimpleVectorStore loadedStore = new SimpleVectorStore(this.mockEmbeddingModel);
SimpleVectorStore loadedStore = SimpleVectorStore.builder(this.mockEmbeddingModel).build();
loadedStore.load(saveFile);

List<Document> results = loadedStore.similaritySearch("test content");
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Expand Up @@ -33,7 +33,7 @@ public class TestApplication {

@Bean
SimpleVectorStore simpleVectorStore(EmbeddingModel embeddingModel) {
return new SimpleVectorStore(embeddingModel);
return SimpleVectorStore.builder(embeddingModel).build();
}

}
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