Package ai.dat.core.contentstore

Class DefaultContentStore

java.lang.Object

ai.dat.core.contentstore.DefaultContentStore

All Implemented Interfaces:

ContentStore

public class DefaultContentStore
extends Object
implements ContentStore

默认实现的内存存储器类

Field Summary

Fields

Modifier and Type	Field	Description
static final String	METADATA_CONTENT_TYPE

Constructor Summary

Constructors

Constructor

Description

DefaultContentStore(@NonNull dev.langchain4j.model.embedding.EmbeddingModel embeddingModel, @NonNull dev.langchain4j.store.embedding.EmbeddingStore<dev.langchain4j.data.segment.TextSegment> mdlEmbeddingStore, @NonNull dev.langchain4j.store.embedding.EmbeddingStore<dev.langchain4j.data.segment.TextSegment> sqlEmbeddingStore, @NonNull dev.langchain4j.store.embedding.EmbeddingStore<dev.langchain4j.data.segment.TextSegment> synEmbeddingStore, @NonNull dev.langchain4j.store.embedding.EmbeddingStore<dev.langchain4j.data.segment.TextSegment> docEmbeddingStore, @NonNull dev.langchain4j.model.chat.ChatModel defaultChatModel, Integer maxResults, Double minScore, dev.langchain4j.model.scoring.ScoringModel scoringModel, Boolean rerankMode, Integer rerankMaxResults, Double rerankMinScore, SemanticModelIndexingMethod mdlIndexingMethod, dev.langchain4j.model.chat.ChatModel mdlHyQEChatModel, String mdlHyQEInstruction, Integer mdlHyQEQuestions, Integer mdlMaxResults, Double mdlMinScore, BusinessKnowledgeIndexingMethod docIndexingMethod, Integer docGCEMaxChunkSize, Integer docGCEMaxChunkOverlap, String docGCEChunkRegex, BusinessKnowledgeIndexingParentMode docPCCEParentMode, Integer docPCCEParentMaxChunkSize, String docPCCEParentChunkRegex, Integer docPCCEChildMaxChunkSize, String docPCCEChildChunkRegex, Integer docMaxResults, Double docMinScore)

Method Summary

Modifier and Type	Method	Description
List<String>	addDocs(List<String> docs)
List<String>	addMdls(List<SemanticModel> semanticModels)
List<String>	addSqls(List<QuestionSqlPair> sqlPairs)
List<String>	addSyns(List<WordSynonymPair> synonymPairs)
List<SemanticModel>	allMdls()
dev.langchain4j.rag.content.aggregator.ContentAggregator	getDocContentAggregator()
dev.langchain4j.rag.content.retriever.ContentRetriever	getDocContentRetriever()
dev.langchain4j.rag.content.aggregator.ContentAggregator	getMdlContentAggregator()
dev.langchain4j.rag.content.retriever.ContentRetriever	getMdlContentRetriever()
dev.langchain4j.rag.content.aggregator.ContentAggregator	getSqlContentAggregator()
dev.langchain4j.rag.content.retriever.ContentRetriever	getSqlContentRetriever()
dev.langchain4j.rag.content.aggregator.ContentAggregator	getSynContentAggregator()
dev.langchain4j.rag.content.retriever.ContentRetriever	getSynContentRetriever()
boolean	isDoc(dev.langchain4j.data.segment.TextSegment textSegment)
boolean	isMdl(dev.langchain4j.data.segment.TextSegment textSegment)
boolean	isSql(dev.langchain4j.data.segment.TextSegment textSegment)
boolean	isSyn(dev.langchain4j.data.segment.TextSegment textSegment)
void	removeAllDocs()
void	removeAllMdls()
void	removeAllSqls()
void	removeAllSyns()
void	removeDocs(Collection<String> ids)
void	removeMdls(Collection<String> ids)
void	removeSqls(Collection<String> ids)
void	removeSyns(Collection<String> ids)
List<String>	retrieveDoc(String question)
List<SemanticModel>	retrieveMdl(String question)
List<QuestionSqlPair>	retrieveSql(String question)
List<WordSynonymPair>	retrieveSyn(String question)

Methods inherited from class java.lang.Object

clone, equals, finalize, getClass, hashCode, notify, notifyAll, toString, wait, wait, wait

Methods inherited from interface ai.dat.core.contentstore.ContentStore

addDoc, addMdl, addSql, addSyn, removeAll, removeDoc, removeMdl, removeSql, removeSyn

Field Details

METADATA_CONTENT_TYPE

public static final String METADATA_CONTENT_TYPE

See Also:

• Constant Field Values

Constructor Details

DefaultContentStore

public DefaultContentStore(@NonNull
 @NonNull dev.langchain4j.model.embedding.EmbeddingModel embeddingModel,
 @NonNull
 @NonNull dev.langchain4j.store.embedding.EmbeddingStore<dev.langchain4j.data.segment.TextSegment> mdlEmbeddingStore,
 @NonNull
 @NonNull dev.langchain4j.store.embedding.EmbeddingStore<dev.langchain4j.data.segment.TextSegment> sqlEmbeddingStore,
 @NonNull
 @NonNull dev.langchain4j.store.embedding.EmbeddingStore<dev.langchain4j.data.segment.TextSegment> synEmbeddingStore,
 @NonNull
 @NonNull dev.langchain4j.store.embedding.EmbeddingStore<dev.langchain4j.data.segment.TextSegment> docEmbeddingStore,
 @NonNull
 @NonNull dev.langchain4j.model.chat.ChatModel defaultChatModel,
 Integer maxResults,
 Double minScore,
 dev.langchain4j.model.scoring.ScoringModel scoringModel,
 Boolean rerankMode,
 Integer rerankMaxResults,
 Double rerankMinScore,
 SemanticModelIndexingMethod mdlIndexingMethod,
 dev.langchain4j.model.chat.ChatModel mdlHyQEChatModel,
 String mdlHyQEInstruction,
 Integer mdlHyQEQuestions,
 Integer mdlMaxResults,
 Double mdlMinScore,
 BusinessKnowledgeIndexingMethod docIndexingMethod,
 Integer docGCEMaxChunkSize,
 Integer docGCEMaxChunkOverlap,
 String docGCEChunkRegex,
 BusinessKnowledgeIndexingParentMode docPCCEParentMode,
 Integer docPCCEParentMaxChunkSize,
 String docPCCEParentChunkRegex,
 Integer docPCCEChildMaxChunkSize,
 String docPCCEChildChunkRegex,
 Integer docMaxResults,
 Double docMinScore)

Method Details

addMdls

public List<String> addMdls(List<SemanticModel> semanticModels)

Specified by:

addMdls in interface ContentStore

getMdlContentRetriever

public dev.langchain4j.rag.content.retriever.ContentRetriever getMdlContentRetriever()

Specified by:

getMdlContentRetriever in interface ContentStore

getMdlContentAggregator

public dev.langchain4j.rag.content.aggregator.ContentAggregator getMdlContentAggregator()

Specified by:

getMdlContentAggregator in interface ContentStore

retrieveMdl

public List<SemanticModel> retrieveMdl(String question)

Specified by:

retrieveMdl in interface ContentStore

allMdls

public List<SemanticModel> allMdls()

Specified by:

allMdls in interface ContentStore

isMdl

public boolean isMdl(dev.langchain4j.data.segment.TextSegment textSegment)

Specified by:

isMdl in interface ContentStore

removeMdls

public void removeMdls(Collection<String> ids)

Specified by:

removeMdls in interface ContentStore

removeAllMdls

public void removeAllMdls()

Specified by:

removeAllMdls in interface ContentStore

addSqls

public List<String> addSqls(List<QuestionSqlPair> sqlPairs)

Specified by:

addSqls in interface ContentStore

getSqlContentRetriever

public dev.langchain4j.rag.content.retriever.ContentRetriever getSqlContentRetriever()

Specified by:

getSqlContentRetriever in interface ContentStore

getSqlContentAggregator

public dev.langchain4j.rag.content.aggregator.ContentAggregator getSqlContentAggregator()

Specified by:

getSqlContentAggregator in interface ContentStore

retrieveSql

public List<QuestionSqlPair> retrieveSql(String question)

Specified by:

retrieveSql in interface ContentStore

isSql

public boolean isSql(dev.langchain4j.data.segment.TextSegment textSegment)

Specified by:

isSql in interface ContentStore

removeSqls

public void removeSqls(Collection<String> ids)

Specified by:

removeSqls in interface ContentStore

removeAllSqls

public void removeAllSqls()

Specified by:

removeAllSqls in interface ContentStore

addSyns

public List<String> addSyns(List<WordSynonymPair> synonymPairs)

Specified by:

addSyns in interface ContentStore

getSynContentRetriever

public dev.langchain4j.rag.content.retriever.ContentRetriever getSynContentRetriever()

Specified by:

getSynContentRetriever in interface ContentStore

getSynContentAggregator

public dev.langchain4j.rag.content.aggregator.ContentAggregator getSynContentAggregator()

Specified by:

getSynContentAggregator in interface ContentStore

retrieveSyn

public List<WordSynonymPair> retrieveSyn(String question)

Specified by:

retrieveSyn in interface ContentStore

isSyn

public boolean isSyn(dev.langchain4j.data.segment.TextSegment textSegment)

Specified by:

isSyn in interface ContentStore

removeSyns

public void removeSyns(Collection<String> ids)

Specified by:

removeSyns in interface ContentStore

removeAllSyns

public void removeAllSyns()

Specified by:

removeAllSyns in interface ContentStore

addDocs

public List<String> addDocs(List<String> docs)

Specified by:

addDocs in interface ContentStore

getDocContentRetriever

public dev.langchain4j.rag.content.retriever.ContentRetriever getDocContentRetriever()

Specified by:

getDocContentRetriever in interface ContentStore

getDocContentAggregator

public dev.langchain4j.rag.content.aggregator.ContentAggregator getDocContentAggregator()

Specified by:

getDocContentAggregator in interface ContentStore

retrieveDoc

public List<String> retrieveDoc(String question)

Specified by:

retrieveDoc in interface ContentStore

isDoc

public boolean isDoc(dev.langchain4j.data.segment.TextSegment textSegment)

Specified by:

isDoc in interface ContentStore

removeDocs

public void removeDocs(Collection<String> ids)

Specified by:

removeDocs in interface ContentStore

removeAllDocs

public void removeAllDocs()

Specified by:

removeAllDocs in interface ContentStore