Add rag module: Spring AI 2.0 RAG with pgvector, chunking, reranking and a faithfulness check
Co-Authored-By: Claude Sonnet 5 <[email protected]> Claude-Session: https://claude.ai/code/session_01B38FGKKam5SCGgwgduVAh3
This commit is contained in:
Claude
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# Spring AI API facts, read with javap from the jars this build resolves
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spring-ai.version: 2.0.1
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## classes in org/springframework/ai/rag (top level, from spring-ai-rag)
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Query
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advisor/RetrievalAugmentationAdvisor
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advisor/package-info
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generation/augmentation/ContextualQueryAugmenter
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generation/augmentation/QueryAugmenter
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generation/augmentation/package-info
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generation/package-info
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package-info
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postretrieval/document/DocumentPostProcessor
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postretrieval/document/package-info
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postretrieval/package-info
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preretrieval/package-info
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preretrieval/query/expansion/MultiQueryExpander
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preretrieval/query/expansion/QueryExpander
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preretrieval/query/expansion/package-info
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preretrieval/query/transformation/CompressionQueryTransformer
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preretrieval/query/transformation/QueryTransformer
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preretrieval/query/transformation/RewriteQueryTransformer
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preretrieval/query/transformation/TranslationQueryTransformer
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preretrieval/query/transformation/package-info
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retrieval/join/ConcatenationDocumentJoiner
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retrieval/join/DocumentJoiner
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retrieval/join/package-info
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retrieval/search/DocumentRetriever
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retrieval/search/VectorStoreDocumentRetriever
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retrieval/search/package-info
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util/PromptAssert
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util/package-info
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## classes anywhere in spring-ai-rag whose name contains "rerank": 0
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## classes in any jar on this project's classpath whose name contains "SemanticSearchCache" or "SemanticCache": 0
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## org.springframework.ai.transformer.splitter.TokenTextSplitter
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public class org.springframework.ai.transformer.splitter.TokenTextSplitter extends org.springframework.ai.transformer.splitter.TextSplitter {
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public org.springframework.ai.transformer.splitter.TokenTextSplitter();
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public org.springframework.ai.transformer.splitter.TokenTextSplitter(boolean);
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public org.springframework.ai.transformer.splitter.TokenTextSplitter(com.knuddels.jtokkit.api.EncodingType);
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public org.springframework.ai.transformer.splitter.TokenTextSplitter(com.knuddels.jtokkit.api.EncodingType, boolean);
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public org.springframework.ai.transformer.splitter.TokenTextSplitter(int, int, int, int, boolean, List<Character>);
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public static org.springframework.ai.transformer.splitter.TokenTextSplitter$Builder builder();
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}
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## org.springframework.ai.transformer.splitter.TokenTextSplitter$Builder
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public final class org.springframework.ai.transformer.splitter.TokenTextSplitter$Builder {
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public org.springframework.ai.transformer.splitter.TokenTextSplitter$Builder withEncodingType(com.knuddels.jtokkit.api.EncodingType);
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public org.springframework.ai.transformer.splitter.TokenTextSplitter$Builder withChunkSize(int);
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public org.springframework.ai.transformer.splitter.TokenTextSplitter$Builder withMinChunkSizeChars(int);
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public org.springframework.ai.transformer.splitter.TokenTextSplitter$Builder withMinChunkLengthToEmbed(int);
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public org.springframework.ai.transformer.splitter.TokenTextSplitter$Builder withMaxNumChunks(int);
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public org.springframework.ai.transformer.splitter.TokenTextSplitter$Builder withKeepSeparator(boolean);
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public org.springframework.ai.transformer.splitter.TokenTextSplitter$Builder withPunctuationMarks(List<Character>);
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public org.springframework.ai.transformer.splitter.TokenTextSplitter build();
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}
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## org.springframework.ai.reader.pdf.PagePdfDocumentReader
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public class org.springframework.ai.reader.pdf.PagePdfDocumentReader implements org.springframework.ai.document.DocumentReader {
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public static final String METADATA_START_PAGE_NUMBER;
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public static final String METADATA_END_PAGE_NUMBER;
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public static final String METADATA_FILE_NAME;
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public org.springframework.ai.reader.pdf.PagePdfDocumentReader(String);
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public org.springframework.ai.reader.pdf.PagePdfDocumentReader(org.springframework.core.io.Resource);
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public org.springframework.ai.reader.pdf.PagePdfDocumentReader(String, org.springframework.ai.reader.pdf.config.PdfDocumentReaderConfig);
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public org.springframework.ai.reader.pdf.PagePdfDocumentReader(org.springframework.core.io.Resource, org.springframework.ai.reader.pdf.config.PdfDocumentReaderConfig);
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public List<org.springframework.ai.document.Document> get();
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public Object get();
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}
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## org.springframework.ai.reader.pdf.config.PdfDocumentReaderConfig$Builder
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public final class org.springframework.ai.reader.pdf.config.PdfDocumentReaderConfig$Builder {
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public org.springframework.ai.reader.pdf.config.PdfDocumentReaderConfig$Builder withPageExtractedTextFormatter(org.springframework.ai.reader.ExtractedTextFormatter);
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public org.springframework.ai.reader.pdf.config.PdfDocumentReaderConfig$Builder withPagesPerDocument(int);
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public org.springframework.ai.reader.pdf.config.PdfDocumentReaderConfig$Builder withPageTopMargin(int);
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public org.springframework.ai.reader.pdf.config.PdfDocumentReaderConfig$Builder withPageBottomMargin(int);
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public org.springframework.ai.reader.pdf.config.PdfDocumentReaderConfig$Builder withReversedParagraphPosition(boolean);
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public org.springframework.ai.reader.pdf.config.PdfDocumentReaderConfig$Builder addPageRange(int, int);
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public org.springframework.ai.reader.pdf.config.PdfDocumentReaderConfig build();
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}
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## org.springframework.ai.rag.postretrieval.document.DocumentPostProcessor
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public interface org.springframework.ai.rag.postretrieval.document.DocumentPostProcessor extends function.BiFunction<org.springframework.ai.rag.Query, List<org.springframework.ai.document.Document>, List<org.springframework.ai.document.Document>> {
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public abstract List<org.springframework.ai.document.Document> process(org.springframework.ai.rag.Query, List<org.springframework.ai.document.Document>);
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public default List<org.springframework.ai.document.Document> apply(org.springframework.ai.rag.Query, List<org.springframework.ai.document.Document>);
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public default Object apply(Object, Object);
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}
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## org.springframework.ai.rag.retrieval.search.VectorStoreDocumentRetriever
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public final class org.springframework.ai.rag.retrieval.search.VectorStoreDocumentRetriever implements org.springframework.ai.rag.retrieval.search.DocumentRetriever {
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public static final String FILTER_EXPRESSION;
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public org.springframework.ai.rag.retrieval.search.VectorStoreDocumentRetriever(org.springframework.ai.vectorstore.VectorStore, Double, Integer, function.Supplier<org.springframework.ai.vectorstore.filter.Filter$Expression>);
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public List<org.springframework.ai.document.Document> retrieve(org.springframework.ai.rag.Query);
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public static org.springframework.ai.rag.retrieval.search.VectorStoreDocumentRetriever$Builder builder();
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}
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## org.springframework.ai.rag.retrieval.search.VectorStoreDocumentRetriever$Builder
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public final class org.springframework.ai.rag.retrieval.search.VectorStoreDocumentRetriever$Builder {
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public org.springframework.ai.rag.retrieval.search.VectorStoreDocumentRetriever$Builder vectorStore(org.springframework.ai.vectorstore.VectorStore);
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public org.springframework.ai.rag.retrieval.search.VectorStoreDocumentRetriever$Builder similarityThreshold(Double);
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public org.springframework.ai.rag.retrieval.search.VectorStoreDocumentRetriever$Builder topK(Integer);
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public org.springframework.ai.rag.retrieval.search.VectorStoreDocumentRetriever$Builder filterExpression(org.springframework.ai.vectorstore.filter.Filter$Expression);
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public org.springframework.ai.rag.retrieval.search.VectorStoreDocumentRetriever$Builder filterExpression(function.Supplier<org.springframework.ai.vectorstore.filter.Filter$Expression>);
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public org.springframework.ai.rag.retrieval.search.VectorStoreDocumentRetriever build();
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}
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## org.springframework.ai.rag.generation.augmentation.ContextualQueryAugmenter$Builder
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public final class org.springframework.ai.rag.generation.augmentation.ContextualQueryAugmenter$Builder {
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public org.springframework.ai.rag.generation.augmentation.ContextualQueryAugmenter$Builder();
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public org.springframework.ai.rag.generation.augmentation.ContextualQueryAugmenter$Builder promptTemplate(org.springframework.ai.chat.prompt.PromptTemplate);
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public org.springframework.ai.rag.generation.augmentation.ContextualQueryAugmenter$Builder emptyContextPromptTemplate(org.springframework.ai.chat.prompt.PromptTemplate);
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public org.springframework.ai.rag.generation.augmentation.ContextualQueryAugmenter$Builder allowEmptyContext(Boolean);
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public org.springframework.ai.rag.generation.augmentation.ContextualQueryAugmenter$Builder documentFormatter(function.Function<List<org.springframework.ai.document.Document>, String>);
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public org.springframework.ai.rag.generation.augmentation.ContextualQueryAugmenter build();
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}
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## org.springframework.ai.rag.advisor.RetrievalAugmentationAdvisor$Builder
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public final class org.springframework.ai.rag.advisor.RetrievalAugmentationAdvisor$Builder {
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public org.springframework.ai.rag.advisor.RetrievalAugmentationAdvisor$Builder queryTransformers(List<org.springframework.ai.rag.preretrieval.query.transformation.QueryTransformer>);
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public org.springframework.ai.rag.advisor.RetrievalAugmentationAdvisor$Builder queryTransformers(org.springframework.ai.rag.preretrieval.query.transformation.QueryTransformer...);
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public org.springframework.ai.rag.advisor.RetrievalAugmentationAdvisor$Builder queryExpander(org.springframework.ai.rag.preretrieval.query.expansion.QueryExpander);
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public org.springframework.ai.rag.advisor.RetrievalAugmentationAdvisor$Builder documentRetriever(org.springframework.ai.rag.retrieval.search.DocumentRetriever);
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public org.springframework.ai.rag.advisor.RetrievalAugmentationAdvisor$Builder documentJoiner(org.springframework.ai.rag.retrieval.join.DocumentJoiner);
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public org.springframework.ai.rag.advisor.RetrievalAugmentationAdvisor$Builder documentPostProcessors(List<org.springframework.ai.rag.postretrieval.document.DocumentPostProcessor>);
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public org.springframework.ai.rag.advisor.RetrievalAugmentationAdvisor$Builder documentPostProcessors(org.springframework.ai.rag.postretrieval.document.DocumentPostProcessor...);
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public org.springframework.ai.rag.advisor.RetrievalAugmentationAdvisor$Builder queryAugmenter(org.springframework.ai.rag.generation.augmentation.QueryAugmenter);
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public org.springframework.ai.rag.advisor.RetrievalAugmentationAdvisor$Builder taskExecutor(org.springframework.core.task.TaskExecutor);
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public org.springframework.ai.rag.advisor.RetrievalAugmentationAdvisor$Builder scheduler(reactor.core.scheduler.Scheduler);
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public org.springframework.ai.rag.advisor.RetrievalAugmentationAdvisor$Builder order(Integer);
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public org.springframework.ai.rag.advisor.RetrievalAugmentationAdvisor build();
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}
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## org.springframework.ai.chat.client.advisor.vectorstore.QuestionAnswerAdvisor$Builder
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public final class org.springframework.ai.chat.client.advisor.vectorstore.QuestionAnswerAdvisor$Builder {
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public org.springframework.ai.chat.client.advisor.vectorstore.QuestionAnswerAdvisor$Builder promptTemplate(org.springframework.ai.chat.prompt.PromptTemplate);
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public org.springframework.ai.chat.client.advisor.vectorstore.QuestionAnswerAdvisor$Builder searchRequest(org.springframework.ai.vectorstore.SearchRequest);
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public org.springframework.ai.chat.client.advisor.vectorstore.QuestionAnswerAdvisor$Builder protectFromBlocking(boolean);
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public org.springframework.ai.chat.client.advisor.vectorstore.QuestionAnswerAdvisor$Builder scheduler(reactor.core.scheduler.Scheduler);
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public org.springframework.ai.chat.client.advisor.vectorstore.QuestionAnswerAdvisor$Builder order(int);
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public org.springframework.ai.chat.client.advisor.vectorstore.QuestionAnswerAdvisor build();
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}
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## org.springframework.ai.chat.evaluation.FactCheckingEvaluator
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public class org.springframework.ai.chat.evaluation.FactCheckingEvaluator implements org.springframework.ai.evaluation.Evaluator {
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public static org.springframework.ai.chat.evaluation.FactCheckingEvaluator forBespokeMinicheck(org.springframework.ai.chat.client.ChatClient$Builder);
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public org.springframework.ai.evaluation.EvaluationResponse evaluate(org.springframework.ai.evaluation.EvaluationRequest);
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public static org.springframework.ai.chat.evaluation.FactCheckingEvaluator$Builder builder(org.springframework.ai.chat.client.ChatClient$Builder);
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}
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## org.springframework.ai.vectorstore.VectorStore
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public interface org.springframework.ai.vectorstore.VectorStore extends org.springframework.ai.document.DocumentWriter,org.springframework.ai.vectorstore.VectorStoreRetriever {
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public default String getName();
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public abstract void add(List<org.springframework.ai.document.Document>);
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public default void accept(List<org.springframework.ai.document.Document>);
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public abstract void delete(List<String>);
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public abstract void delete(org.springframework.ai.vectorstore.filter.Filter$Expression);
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public default void delete(String);
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public default <T> Optional<T> getNativeClient();
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public default void accept(Object);
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}
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## org.springframework.ai.vectorstore.SearchRequest$Builder
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public final class org.springframework.ai.vectorstore.SearchRequest$Builder {
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public org.springframework.ai.vectorstore.SearchRequest$Builder();
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public org.springframework.ai.vectorstore.SearchRequest$Builder query(String);
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public org.springframework.ai.vectorstore.SearchRequest$Builder topK(int);
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public org.springframework.ai.vectorstore.SearchRequest$Builder similarityThreshold(double);
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public org.springframework.ai.vectorstore.SearchRequest$Builder similarityThresholdAll();
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public org.springframework.ai.vectorstore.SearchRequest$Builder filterExpression(org.springframework.ai.vectorstore.filter.Filter$Expression);
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public org.springframework.ai.vectorstore.SearchRequest$Builder filterExpression(String);
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public org.springframework.ai.vectorstore.SearchRequest build();
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}
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