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(improvement)(chat) Optimize memory recall to enable few-shot recall within the Agent level (#1696)

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lexluo09
2024-09-23 10:56:24 +08:00
committed by GitHub
parent cd08cf51c5
commit 23489a6c06
1 changed files with 6 additions and 1 deletions
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7
chat/server/src/main/java/com/tencent/supersonic/chat/server/parser/NL2SQLParser.java
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@@ -44,6 +44,7 @@ import java.util.Set;
import java.util.stream.Collectors; import java.util.stream.Collectors;
import static com.tencent.supersonic.chat.server.parser.ParserConfig.PARSER_MULTI_TURN_ENABLE; import static com.tencent.supersonic.chat.server.parser.ParserConfig.PARSER_MULTI_TURN_ENABLE;
import static com.tencent.supersonic.headless.chat.parser.ParserConfig.PARSER_EXEMPLAR_RECALL_NUMBER;
@Slf4j @Slf4j
public class NL2SQLParser implements ChatQueryParser { public class NL2SQLParser implements ChatQueryParser {
@@ -310,8 +311,12 @@ public class NL2SQLParser implements ChatQueryParser {
ExemplarServiceImpl exemplarManager = ContextUtils.getBean(ExemplarServiceImpl.class); ExemplarServiceImpl exemplarManager = ContextUtils.getBean(ExemplarServiceImpl.class);
EmbeddingConfig embeddingConfig = ContextUtils.getBean(EmbeddingConfig.class); EmbeddingConfig embeddingConfig = ContextUtils.getBean(EmbeddingConfig.class);
String memoryCollectionName = embeddingConfig.getMemoryCollectionName(agentId); String memoryCollectionName = embeddingConfig.getMemoryCollectionName(agentId);
ParserConfig parserConfig = ContextUtils.getBean(ParserConfig.class);
int exemplarRecallNumber =
Integer.valueOf(parserConfig.getParameterValue(PARSER_EXEMPLAR_RECALL_NUMBER));
List<Text2SQLExemplar> exemplars = List<Text2SQLExemplar> exemplars =
exemplarManager.recallExemplars(memoryCollectionName, queryNLReq.getQueryText(), 5); exemplarManager.recallExemplars(
memoryCollectionName, queryNLReq.getQueryText(), exemplarRecallNumber);
queryNLReq.getDynamicExemplars().addAll(exemplars); queryNLReq.getDynamicExemplars().addAll(exemplars);
} }
} }