INVALID_ARGUMENT: The 'queries' parameter has been deprecated. Java

Support
,
1

Hi, I am using LangChain’s PineconeEmbeddingStore in Java. I have recently run into this error:

io.grpc.StatusRuntimeException: INVALID_ARGUMENT: The 'queries' parameter has been deprecated.
	at io.grpc.stub.ClientCalls.toStatusRuntimeException(ClientCalls.java:268) ~[grpc-stub-1.58.0.jar:1.58.0]
	at io.grpc.stub.ClientCalls.getUnchecked(ClientCalls.java:249) ~[grpc-stub-1.58.0.jar:1.58.0]
	at io.grpc.stub.ClientCalls.blockingUnaryCall(ClientCalls.java:167) ~[grpc-stub-1.58.0.jar:1.58.0]
	at io.pinecone.proto.VectorServiceGrpc$VectorServiceBlockingStub.query(VectorServiceGrpc.java:513) ~[pinecone-client-0.6.0.jar:0.6.0]
	at com.wxm158.promptgeneration.pinecone.PineconeEmbeddingStore.findRelevant(PineconeEmbeddingStore.java:145) ~[main/:na]
	at dev.langchain4j.store.embedding.EmbeddingStore.findRelevant(EmbeddingStore.java:67) ~[langchain4j-core-0.24.0.jar:na]
	at dev.langchain4j.retriever.EmbeddingStoreRetriever.findRelevant(EmbeddingStoreRetriever.java:37) ~[langchain4j-0.24.0.jar:na]
	at dev.langchain4j.chain.ConversationalRetrievalChain.execute(ConversationalRetrievalChain.java:55) ~[langchain4j-0.24.0.jar:na]
	at com.wxm158.promptgeneration.service.EmbeddingService.chat(EmbeddingService.java:129) ~[main/:na]
	at com.wxm158.promptgeneration.controller.EmbeddingController.chat(EmbeddingController.java:24) ~[main/:na]
	at java.base/jdk.internal.reflect.DirectMethodHandleAccessor.invoke(DirectMethodHandleAccessor.java:104) ~[na:na]
	at java.base/java.lang.reflect.Method.invoke(Method.java:577) ~[na:na]
	at org.springframework.web.method.support.InvocableHandlerMethod.doInvoke(InvocableHandlerMethod.java:205) ~[spring-web-6.0.13.jar:6.0.13]
	at org.springframework.web.method.support.InvocableHandlerMethod.invokeForRequest(InvocableHandlerMethod.java:150) ~[spring-web-6.0.13.jar:6.0.13]
	at org.springframework.web.servlet.mvc.method.annotation.ServletInvocableHandlerMethod.invokeAndHandle(ServletInvocableHandlerMethod.java:118) ~[spring-webmvc-6.0.13.jar:6.0.13]
	at org.springframework.web.servlet.mvc.method.annotation.RequestMappingHandlerAdapter.invokeHandlerMethod(RequestMappingHandlerAdapter.java:884) ~[spring-webmvc-6.0.13.jar:6.0.13]
	at org.springframework.web.servlet.mvc.method.annotation.RequestMappingHandlerAdapter.handleInternal(RequestMappingHandlerAdapter.java:797) ~[spring-webmvc-6.0.13.jar:6.0.13]
	at org.springframework.web.servlet.mvc.method.AbstractHandlerMethodAdapter.handle(AbstractHandlerMethodAdapter.java:87) ~[spring-webmvc-6.0.13.jar:6.0.13]
	at org.springframework.web.servlet.DispatcherServlet.doDispatch(DispatcherServlet.java:1081) ~[spring-webmvc-6.0.13.jar:6.0.13]
	at org.springframework.web.servlet.DispatcherServlet.doService(DispatcherServlet.java:974) ~[spring-webmvc-6.0.13.jar:6.0.13]
	at org.springframework.web.servlet.FrameworkServlet.processRequest(FrameworkServlet.java:1011) ~[spring-webmvc-6.0.13.jar:6.0.13]
	at org.springframework.web.servlet.FrameworkServlet.doPost(FrameworkServlet.java:914) ~[spring-webmvc-6.0.13.jar:6.0.13]
	at jakarta.servlet.http.HttpServlet.service(HttpServlet.java:590) ~[tomcat-embed-core-10.1.15.jar:6.0]
	at org.springframework.web.servlet.FrameworkServlet.service(FrameworkServlet.java:885) ~[spring-webmvc-6.0.13.jar:6.0.13]
	at jakarta.servlet.http.HttpServlet.service(HttpServlet.java:658) ~[tomcat-embed-core-10.1.15.jar:6.0]
	at org.apache.catalina.core.ApplicationFilterChain.internalDoFilter(ApplicationFilterChain.java:205) ~[tomcat-embed-core-10.1.15.jar:10.1.15]
	at org.apache.catalina.core.ApplicationFilterChain.doFilter(ApplicationFilterChain.java:149) ~[tomcat-embed-core-10.1.15.jar:10.1.15]
	at org.apache.tomcat.websocket.server.WsFilter.doFilter(WsFilter.java:51) ~[tomcat-embed-websocket-10.1.15.jar:10.1.15]
	at org.apache.catalina.core.ApplicationFilterChain.internalDoFilter(ApplicationFilterChain.java:174) ~[tomcat-embed-core-10.1.15.jar:10.1.15]
	at org.apache.catalina.core.ApplicationFilterChain.doFilter(ApplicationFilterChain.java:149) ~[tomcat-embed-core-10.1.15.jar:10.1.15]
	at org.springframework.web.filter.RequestContextFilter.doFilterInternal(RequestContextFilter.java:100) ~[spring-web-6.0.13.jar:6.0.13]
	at org.springframework.web.filter.OncePerRequestFilter.doFilter(OncePerRequestFilter.java:116) ~[spring-web-6.0.13.jar:6.0.13]
	at org.apache.catalina.core.ApplicationFilterChain.internalDoFilter(ApplicationFilterChain.java:174) ~[tomcat-embed-core-10.1.15.jar:10.1.15]
	at org.apache.catalina.core.ApplicationFilterChain.doFilter(ApplicationFilterChain.java:149) ~[tomcat-embed-core-10.1.15.jar:10.1.15]
	at org.springframework.web.filter.FormContentFilter.doFilterInternal(FormContentFilter.java:93) ~[spring-web-6.0.13.jar:6.0.13]
	at org.springframework.web.filter.OncePerRequestFilter.doFilter(OncePerRequestFilter.java:116) ~[spring-web-6.0.13.jar:6.0.13]
	at org.apache.catalina.core.ApplicationFilterChain.internalDoFilter(ApplicationFilterChain.java:174) ~[tomcat-embed-core-10.1.15.jar:10.1.15]
	at org.apache.catalina.core.ApplicationFilterChain.doFilter(ApplicationFilterChain.java:149) ~[tomcat-embed-core-10.1.15.jar:10.1.15]
	at org.springframework.web.filter.CharacterEncodingFilter.doFilterInternal(CharacterEncodingFilter.java:201) ~[spring-web-6.0.13.jar:6.0.13]
	at org.springframework.web.filter.OncePerRequestFilter.doFilter(OncePerRequestFilter.java:116) ~[spring-web-6.0.13.jar:6.0.13]
	at org.apache.catalina.core.ApplicationFilterChain.internalDoFilter(ApplicationFilterChain.java:174) ~[tomcat-embed-core-10.1.15.jar:10.1.15]
	at org.apache.catalina.core.ApplicationFilterChain.doFilter(ApplicationFilterChain.java:149) ~[tomcat-embed-core-10.1.15.jar:10.1.15]
	at org.apache.catalina.core.StandardWrapperValve.invoke(StandardWrapperValve.java:167) ~[tomcat-embed-core-10.1.15.jar:10.1.15]
	at org.apache.catalina.core.StandardContextValve.invoke(StandardContextValve.java:90) ~[tomcat-embed-core-10.1.15.jar:10.1.15]
	at org.apache.catalina.authenticator.AuthenticatorBase.invoke(AuthenticatorBase.java:482) ~[tomcat-embed-core-10.1.15.jar:10.1.15]
	at org.apache.catalina.core.StandardHostValve.invoke(StandardHostValve.java:115) ~[tomcat-embed-core-10.1.15.jar:10.1.15]
	at org.apache.catalina.valves.ErrorReportValve.invoke(ErrorReportValve.java:93) ~[tomcat-embed-core-10.1.15.jar:10.1.15]
	at org.apache.catalina.core.StandardEngineValve.invoke(StandardEngineValve.java:74) ~[tomcat-embed-core-10.1.15.jar:10.1.15]
	at org.apache.catalina.connector.CoyoteAdapter.service(CoyoteAdapter.java:340) ~[tomcat-embed-core-10.1.15.jar:10.1.15]
	at org.apache.coyote.http11.Http11Processor.service(Http11Processor.java:391) ~[tomcat-embed-core-10.1.15.jar:10.1.15]
	at org.apache.coyote.AbstractProcessorLight.process(AbstractProcessorLight.java:63) ~[tomcat-embed-core-10.1.15.jar:10.1.15]
	at org.apache.coyote.AbstractProtocol$ConnectionHandler.process(AbstractProtocol.java:896) ~[tomcat-embed-core-10.1.15.jar:10.1.15]
	at org.apache.tomcat.util.net.NioEndpoint$SocketProcessor.doRun(NioEndpoint.java:1744) ~[tomcat-embed-core-10.1.15.jar:10.1.15]
	at org.apache.tomcat.util.net.SocketProcessorBase.run(SocketProcessorBase.java:52) ~[tomcat-embed-core-10.1.15.jar:10.1.15]
	at org.apache.tomcat.util.threads.ThreadPoolExecutor.runWorker(ThreadPoolExecutor.java:1191) ~[tomcat-embed-core-10.1.15.jar:10.1.15]
	at org.apache.tomcat.util.threads.ThreadPoolExecutor$Worker.run(ThreadPoolExecutor.java:659) ~[tomcat-embed-core-10.1.15.jar:10.1.15]
	at org.apache.tomcat.util.threads.TaskThread$WrappingRunnable.run(TaskThread.java:61) ~[tomcat-embed-core-10.1.15.jar:10.1.15]
	at java.base/java.lang.Thread.run(Thread.java:833) ~[na:na]

The error occurs within this method at the point “.query(queryRequest)”:

@Override
    public List<EmbeddingMatch<TextSegment>> findRelevant(Embedding referenceEmbedding, int maxResults, double minScore) {

        QueryVector queryVector = QueryVector
                .newBuilder()
                .addAllValues(referenceEmbedding.vectorAsList())
                .setTopK(maxResults)
                .build();

        QueryRequest queryRequest = QueryRequest
                .newBuilder()
                .addQueries(queryVector)
                .setTopK(maxResults)
                .build();

        List<String> matchedVectorIds = connection.getBlockingStub()
                .query(queryRequest)
                .getResultsList()
                .get(0)
                .getMatchesList()
                .stream()
                .map(ScoredVector::getId)
                .collect(toList());

        if (matchedVectorIds.isEmpty()) {
            return emptyList();
        }

        Collection<Vector> matchedVectors = connection.getBlockingStub().fetch(FetchRequest.newBuilder()
                        .addAllIds(matchedVectorIds)
                        .build())
                .getVectorsMap()
                .values();

        List<EmbeddingMatch<TextSegment>> matches = matchedVectors.stream()
                .map(vector -> toEmbeddingMatch(vector, referenceEmbedding))
                .filter(match -> match.score() >= minScore)
                .sorted(comparingDouble(EmbeddingMatch::score))
                .collect(toList());

        Collections.reverse(matches);

        return matches;
    }

I was hoping I could get recommendations on how to fix this error, especially as I am new to this. Thank you.

3

queries parameter is deprecated so please see the example below on how to use addAllVector.

// DEPRECATED: batch queries
float[] rawVector = {1.0F, 2.0F, 3.0F};
QueryVector queryVector = QueryVector.newBuilder()
        .addAllValues(Floats.asList(rawVector))
        .setFilter(Struct.newBuilder()
                .putFields("some_field", Value.newBuilder()
                        .setStructValue(Struct.newBuilder()
                                .putFields("$lt", Value.newBuilder()
                                        .setNumberValue(3)
                                        .build()))
                        .build())
                .build())
        .setNamespace(namespace)
        .build();

QueryRequest batchQueryRequest = QueryRequest.newBuilder()
        .addQueries(queryVector)
        .setNamespace(namespace)
        .setTopK(2)
        .setIncludeMetadata(true)
        .build();

QueryResponse queryResponse = conn.getBlockingStub().query(batchQueryRequest);

// Replace it with this
Iterable<Float> iterable = Arrays.asList(1.0F, 2.0F, 3.0F);
QueryRequest queryRequest = QueryRequest.newBuilder()
        .addAllVector(iterable)
        .setNamespace(namespace)
        .setTopK(2)
        .setIncludeMetadata(true)
        .build();

// When querying using a single vector, we get matches instead of results
queryResponse = conn.getBlockingStub().query(queryRequest);

Please let me know if this helps!

4

Thank you.
Taking those changes into account, do you know why I am getting the error Index 0? It is clearly because I am using .get(0) but why is it empty?

5

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