jiriOndrusek-agent commented on code in PR #580: URL: https://github.com/apache/camel-quarkus-examples/pull/580#discussion_r4093025279
########## langchain4j-ingest-rag/src/main/java/org/acme/langchain4j/ingest/rag/EmbeddingModelProducer.java: ########## @@ -0,0 +1,38 @@ +/* + * Licensed to the Apache Software Foundation (ASF) under one or more + * contributor license agreements. See the NOTICE file distributed with + * this work for additional information regarding copyright ownership. + * The ASF licenses this file to You under the Apache License, Version 2.0 + * (the "License"); you may not use this file except in compliance with + * the License. You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. + */ +package org.acme.langchain4j.ingest.rag; + +import dev.langchain4j.model.embedding.EmbeddingModel; +import dev.langchain4j.model.embedding.onnx.allminilml6v2.AllMiniLmL6V2EmbeddingModel; +import jakarta.enterprise.context.ApplicationScoped; +import jakarta.enterprise.inject.Produces; +import jakarta.inject.Singleton; + +@ApplicationScoped +public class EmbeddingModelProducer { Review Comment: Confirmed and removed. Quarkus LangChain4j's `InProcessEmbeddingProcessor` registers the in-process model as the default `EmbeddingModel` bean and the RAG bridge census counts it; JVM and native tests pass without the producer. _Claude Code on behalf of Jiří Ondrušek_ ########## langchain4j-ingest-rag/src/main/java/org/acme/langchain4j/ingest/rag/SearchResource.java: ########## @@ -0,0 +1,60 @@ +/* + * Licensed to the Apache Software Foundation (ASF) under one or more + * contributor license agreements. See the NOTICE file distributed with + * this work for additional information regarding copyright ownership. + * The ASF licenses this file to You under the Apache License, Version 2.0 + * (the "License"); you may not use this file except in compliance with + * the License. You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. + */ +package org.acme.langchain4j.ingest.rag; + +import java.util.List; +import java.util.Map; + +import dev.langchain4j.data.segment.TextSegment; +import dev.langchain4j.model.embedding.EmbeddingModel; +import dev.langchain4j.store.embedding.EmbeddingSearchRequest; +import dev.langchain4j.store.embedding.EmbeddingStore; +import jakarta.inject.Inject; +import jakarta.ws.rs.GET; +import jakarta.ws.rs.Path; +import jakarta.ws.rs.Produces; +import jakarta.ws.rs.QueryParam; +import jakarta.ws.rs.core.MediaType; + +@Path("/search") +public class SearchResource { + + /** Written on every segment by the pipeline: the file the segment came from. */ + private static final String DOCUMENT_ID_METADATA = "camel_ingest_document_id"; Review Comment: Done, `SearchResource` now references `IngestService.METADATA_DOCUMENT_ID`. _Claude Code on behalf of Jiří Ondrušek_ ########## langchain4j-ingest-rag/pom.xml: ########## @@ -0,0 +1,341 @@ +<?xml version="1.0" encoding="UTF-8"?> +<!-- + + Licensed to the Apache Software Foundation (ASF) under one or more + contributor license agreements. See the NOTICE file distributed with + this work for additional information regarding copyright ownership. + The ASF licenses this file to You under the Apache License, Version 2.0 + (the "License"); you may not use this file except in compliance with + the License. You may obtain a copy of the License at + + http://www.apache.org/licenses/LICENSE-2.0 + + Unless required by applicable law or agreed to in writing, software + distributed under the License is distributed on an "AS IS" BASIS, + WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + See the License for the specific language governing permissions and + limitations under the License. + +--> +<project xmlns="http://maven.apache.org/POM/4.0.0"; xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance"; xsi:schemaLocation="http://maven.apache.org/POM/4.0.0 http://maven.apache.org/xsd/maven-4.0.0.xsd";> + <modelVersion>4.0.0</modelVersion> + + <artifactId>camel-quarkus-examples-langchain4j-ingest-rag</artifactId> + <groupId>org.apache.camel.quarkus.examples</groupId> + <version>3.40.0-SNAPSHOT</version> + + <name>Camel Quarkus :: Examples :: LangChain4j Ingest RAG</name> + <description>Camel Quarkus Example :: RAG document Q&A over a folder ingested by the langchain4j-ingest extension</description> + + <properties> + <quarkus.platform.version>3.40.0.CR1</quarkus.platform.version> Review Comment: Rebased on #581 and set `quarkus.platform.version` to 3.40.0. apache/camel-quarkus#9229 is merged and the published 3.40.0-SNAPSHOT already contains it, so CI should pass now. _Claude Code on behalf of Jiří Ondrušek_ -- This is an automated message from the Apache Git Service. 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