From 7fe5b4f166f6bf39041d9a87692f32c68e3d9adf Mon Sep 17 00:00:00 2001 From: vga91 Date: Thu, 6 Feb 2025 17:11:56 +0100 Subject: [PATCH 1/6] Update Langchain4j documentation with examples --- .../genai-ecosystem/pages/langchain4j.adoc | 175 ++++++++++++++++++ 1 file changed, 175 insertions(+) diff --git a/modules/genai-ecosystem/pages/langchain4j.adoc b/modules/genai-ecosystem/pages/langchain4j.adoc index 5aefaaa..c326243 100644 --- a/modules/genai-ecosystem/pages/langchain4j.adoc +++ b/modules/genai-ecosystem/pages/langchain4j.adoc @@ -40,6 +40,181 @@ An example is avalable at: https://github.com/langchain4j/langchain4j-examples/t include::https://github.com/langchain4j/langchain4j-examples/raw/main/neo4j-example/src/main/java/Neo4jEmbeddingStoreExample.java[] ---- +=== Usage Examples + +To create a Neo4jEmbeddingStore, we can write: +[source,java] +---- +Neo4jEmbeddingStore embeddingStore = Neo4jEmbeddingStore.builder()..build(); + +// where can be the following: +.dimension(384) +.label(LABEL_TO_SANITIZE) +.build(); + +// we can use with `withBasicAuth` +.withBasicAuth(neo4jContainer.getBoltUrl(), USERNAME, ADMIN_PASSWORD) +// as alternative to driver: +Driver driver = GraphDatabase.driver(neo4jContainer.getBoltUrl(), AuthTokens.basic(USERNAME, ADMIN_PASSWORD)); +---- + +To add embeddings, execute: +[source,java] +---- +Embedding embedding = embeddingModel.embed("embedText").content(); +String id = embeddingStore.add(embedding); +// output: id of the embedding +---- + +To add embeddings with id: +[source,java] +---- +String id = randomUUID(); +Embedding embedding = embeddingModel.embed("embedText").content(); +embeddingStore.add(id, embedding); +// output: id of the embedding +---- + +To add embeddings with segment: +[source,java] +---- +TextSegment segment = TextSegment.from(randomUUID()); +Embedding embedding = embeddingModel.embed(segment.text()).content(); +String id = embeddingStore.add(embedding, segment); +// output: id of the embedding +---- + +Too add embeddings with segment and metadata: +[source,java] +---- +TextSegment segment = TextSegment.from(randomUUID(), Metadata.from(METADATA_KEY, "test-value")); +Embedding embedding = embeddingModel.embed(segment.text()).content(); +String id = embeddingStore.add(embedding, segment); +// output: id of the embedding +---- + +Search embeddings: +[source,java] +---- +Embedding embedding = embeddingModel.embed("embedText").content(); +String id = embeddingStore.add(embedding); +final EmbeddingSearchRequest request = EmbeddingSearchRequest.builder() + .queryEmbedding(embedding) + .maxResults(10) + .build(); +final List> relevant = embeddingStore.search(request).matches(); +// output: list of embeddings +---- + +Search embeddings with minScore: +[source,java] +---- +Embedding embedding = embeddingModel.embed("embedText").content(); +String id = embeddingStore.add(embedding); +final EmbeddingSearchRequest request = EmbeddingSearchRequest.builder() + .queryEmbedding(embedding) + .maxResults(10) + .minScore(0.15) + .build(); +final List> relevant = embeddingStore.search(request).matches(); +// output: list of embeddings +---- + +Search embeddings with segment with custom metadata prefix: +[source,java] +---- +String metadataPrefix = "metadata."; +String labelName = "CustomLabelName"; +embeddingStore = Neo4jEmbeddingStore.builder() + .withBasicAuth(neo4jContainer.getBoltUrl(), USERNAME, ADMIN_PASSWORD) + .dimension(384) + .metadataPrefix(metadataPrefix) + .label(labelName) + .indexName("customIdxName") + .build(); + +String metadataCompleteKey = metadataPrefix + METADATA_KEY; +TextSegment segment = TextSegment.from(randomUUID(), Metadata.from(METADATA_KEY, "test-value")); +Embedding embedding = embeddingModel.embed(segment.text()).content(); + +String id = embeddingStore.add(embedding, segment); +// output: id of the embedding + +final EmbeddingSearchRequest request = EmbeddingSearchRequest.builder() + .queryEmbedding(embedding) + .maxResults(10) + .build(); +final List> relevant = embeddingStore.search(request).matches(); +// output: list of embeddings +---- + +Search embeddings with segment with metadata and custom id prop: +[source,java] +---- +String metadataPrefix = "metadata."; +String customIdProp = "customId ` & Prop ` To Sanitize"; + +embeddingStore = Neo4jEmbeddingStore.builder() + .withBasicAuth(neo4jContainer.getBoltUrl(), USERNAME, ADMIN_PASSWORD) + .dimension(384) + .metadataPrefix(metadataPrefix) + .label("CustomLabelName") + .indexName("customIdxName") + .idProperty(customIdProp) + .build(); + +String metadataCompleteKey = metadataPrefix + METADATA_KEY; + +TextSegment segment = TextSegment.from(randomUUID(), Metadata.from(METADATA_KEY, "test-value")); +Embedding embedding = embeddingModel.embed(segment.text()).content(); +String id = embeddingStore.add(embedding, segment); +// output: id of the embedding + +final EmbeddingSearchRequest request = EmbeddingSearchRequest.builder() + .queryEmbedding(embedding) + .maxResults(10) + .build(); +final List> relevant = embeddingStore.search(request).matches(); +// output: list of embeddings +---- + +Add multiple embeddings +[source,java] +---- +Embedding firstEmbedding = embeddingModel.embed("firstEmbedText").content(); +Embedding secondEmbedding = embeddingModel.embed("secondEmbedText").content(); +List ids = embeddingStore.addAll(asList(firstEmbedding, secondEmbedding)); +// output: list of the embedding ids + +final EmbeddingSearchRequest request = EmbeddingSearchRequest.builder() + .queryEmbedding(firstEmbedding) + .maxResults(10) + .build(); +final List> relevant = embeddingStore.search(request).matches(); +// output: list of embeddings +---- + +Add multiple embeddings with segments +[source,java] +---- +TextSegment firstSegment = TextSegment.from("firstText"); +Embedding firstEmbedding = embeddingModel.embed(firstSegment.text()).content(); +TextSegment secondSegment = TextSegment.from("secondText"); +Embedding secondEmbedding = embeddingModel.embed(secondSegment.text()).content(); + +List ids = embeddingStore.addAll( + asList(firstEmbedding, secondEmbedding), + asList(firstSegment, secondSegment) +); // output: list of the embedding ids + +final EmbeddingSearchRequest request = EmbeddingSearchRequest.builder() + .queryEmbedding(firstEmbedding) + .maxResults(10) + .build(); +final List> relevant = embeddingStore.search(request).matches(); +// output: list of embeddings +---- + == Relevant Links [cols="1,4"] |=== From e796d016709bf768f9e52deb10a297bf401119d4 Mon Sep 17 00:00:00 2001 From: vga91 Date: Mon, 10 Feb 2025 17:20:12 +0100 Subject: [PATCH 2/6] various additions --- .../genai-ecosystem/pages/langchain4j.adoc | 99 ++++++++++++++++--- 1 file changed, 88 insertions(+), 11 deletions(-) diff --git a/modules/genai-ecosystem/pages/langchain4j.adoc b/modules/genai-ecosystem/pages/langchain4j.adoc index c326243..a4db381 100644 --- a/modules/genai-ecosystem/pages/langchain4j.adoc +++ b/modules/genai-ecosystem/pages/langchain4j.adoc @@ -40,17 +40,12 @@ An example is avalable at: https://github.com/langchain4j/langchain4j-examples/t include::https://github.com/langchain4j/langchain4j-examples/raw/main/neo4j-example/src/main/java/Neo4jEmbeddingStoreExample.java[] ---- -=== Usage Examples - To create a Neo4jEmbeddingStore, we can write: [source,java] ---- Neo4jEmbeddingStore embeddingStore = Neo4jEmbeddingStore.builder()..build(); -// where can be the following: -.dimension(384) -.label(LABEL_TO_SANITIZE) -.build(); + // we can use with `withBasicAuth` .withBasicAuth(neo4jContainer.getBoltUrl(), USERNAME, ADMIN_PASSWORD) @@ -58,6 +53,67 @@ Neo4jEmbeddingStore embeddingStore = Neo4jEmbeddingStore.builder().` must have `dimension` and either `driver` or `withBasicAuth` parameters, +besides other optional ones. + +Here is the complete builder list: + +[options="header",cols="m,m,a"] +|=== +| Key | Default Value | Description +| driver | | the https://neo4j.com/docs/api/java-driver/current/org.neo4j.driver/org/neo4j/driver/Driver.html[Java Driver instance] +| withBasicAuth | | Creates an instance of Neo4jEmbeddingStore defining a https://neo4j.com/docs/api/java-driver/current/org.neo4j.driver/org/neo4j/driver/Driver.html[Java Driver instance], starting from `uri`, `user` and `password` +| dimension | | the vector's dimension +| config | org.neo4j.driver.SessionConfig.forDatabase(``) | the https://neo4j.com/docs/api/java-driver/current/org.neo4j.driver/org/neo4j/driver/SessionConfig.html[SessionConfig instance] +| label | "Document" | the label name +| embeddingProperty | "embedding" | the embedding property name +| idProperty | "id" | the id property name +| metadataPrefix | "" | the metadata prefix +| textProperty | "text" | the text property name +| indexName | "vector" | the vector index name +| databaseName | "neo4j" | the database name +| retrievalQuery | "RETURN properties(node) AS metadata, node.`idProperty` AS `idProperty`, node.`textProperty` AS `textProperty`, node.`embeddingProperty` AS `embeddingProperty`, score" | the retrieval query +|=== + +=== Usage Examples + +LangChain4j provides the following classes for Neo4j integration: +- `Neo4jEmbeddingStore`: Implements the EmbeddingStore interface, enabling storing and querying vector embeddings in a Neo4j database. +- `Neo4jText2CypherRetriever`: Supports retrieving original content associated with stored embeddings. + +==== Neo4jEmbeddingStore + +We can define an `Neo4jEmbeddingStore` with the required Java Driver instance and dimension and an optional label name in this way: + +[source,java] +---- +Driver driver = GraphDatabase.driver('', AuthTokens.basic('', '')); + +Neo4jEmbeddingStore embeddingStore = Neo4jEmbeddingStore.builder() + .withDriver(driver) + .dimension(384) + .label("CustomLabel") + .build(); +---- + +We can use `withBasicAuth` as an alternative to `driver` creation: +[source,java] +---- +Neo4jEmbeddingStore embeddingStore = Neo4jEmbeddingStore.builder() + .withBasicAuth('', '', '') + . + .build(); + +/* instead of + Driver driver = GraphDatabase.driver('', AuthTokens.basic('', '')); + Neo4jEmbeddingStore embeddingStore = Neo4jEmbeddingStore.builder() + .withDriver(driver) + . + .build() +*/ + +---- + To add embeddings, execute: [source,java] ---- @@ -84,7 +140,7 @@ String id = embeddingStore.add(embedding, segment); // output: id of the embedding ---- -Too add embeddings with segment and metadata: +To add embeddings with segment and metadata: [source,java] ---- TextSegment segment = TextSegment.from(randomUUID(), Metadata.from(METADATA_KEY, "test-value")); @@ -106,7 +162,8 @@ final List> relevant = embeddingStore.search(request // output: list of embeddings ---- -Search embeddings with minScore: +To search embeddings with `minScore`: + [source,java] ---- Embedding embedding = embeddingModel.embed("embedText").content(); @@ -120,12 +177,13 @@ final List> relevant = embeddingStore.search(request // output: list of embeddings ---- -Search embeddings with segment with custom metadata prefix: +To search embeddings with segment with custom metadata prefix: [source,java] ---- String metadataPrefix = "metadata."; String labelName = "CustomLabelName"; -embeddingStore = Neo4jEmbeddingStore.builder() + +Neo4jEmbeddingStore embeddingStore = Neo4jEmbeddingStore.builder() .withBasicAuth(neo4jContainer.getBoltUrl(), USERNAME, ADMIN_PASSWORD) .dimension(384) .metadataPrefix(metadataPrefix) @@ -154,7 +212,7 @@ Search embeddings with segment with metadata and custom id prop: String metadataPrefix = "metadata."; String customIdProp = "customId ` & Prop ` To Sanitize"; -embeddingStore = Neo4jEmbeddingStore.builder() +Neo4jEmbeddingStore embeddingStore = Neo4jEmbeddingStore.builder() .withBasicAuth(neo4jContainer.getBoltUrl(), USERNAME, ADMIN_PASSWORD) .dimension(384) .metadataPrefix(metadataPrefix) @@ -215,6 +273,25 @@ final List> relevant = embeddingStore.search(request // output: list of embeddings ---- +==== Neo4jText2CypherRetriever +[source,java] +---- +// create dataset +// CREATE (book:Book {title: 'Dune'})<-[:WROTE]-(author:Person {name: 'Frank Herbert'})"); +Neo4jText2CypherRetriever retriever = Neo4jText2CypherRetriever.builder() + .graph(graph) + .chatLanguageModel(chatLanguageModel) + .build(); + +Query query = new Query("Who is the author of the book 'Dune'?"); + +List contents = retriever.retrieve(query); + +System.out.println(contents.get(0).textSegment().text()); +// output: "Frank Herbert" +---- + + == Relevant Links [cols="1,4"] |=== From e89fb5a1ef6c40cfbb4d0f86c92a4bb5512e4f05 Mon Sep 17 00:00:00 2001 From: Giuseppe Villani Date: Thu, 24 Apr 2025 12:33:47 +0200 Subject: [PATCH 3/6] Update langchain4j.adoc --- modules/genai-ecosystem/pages/langchain4j.adoc | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/modules/genai-ecosystem/pages/langchain4j.adoc b/modules/genai-ecosystem/pages/langchain4j.adoc index a4db381..b6a4119 100644 --- a/modules/genai-ecosystem/pages/langchain4j.adoc +++ b/modules/genai-ecosystem/pages/langchain4j.adoc @@ -79,7 +79,7 @@ Here is the complete builder list: LangChain4j provides the following classes for Neo4j integration: - `Neo4jEmbeddingStore`: Implements the EmbeddingStore interface, enabling storing and querying vector embeddings in a Neo4j database. -- `Neo4jText2CypherRetriever`: Supports retrieving original content associated with stored embeddings. +- `Neo4jText2CypherRetriever`: Implements the ContentRetriever interface for generating and executing Cypher queries from user questions, improving content retrieval from Neo4j databases. ==== Neo4jEmbeddingStore From 63e03cfd388eb1f6ac0e9b818c6cc5d7ce69b375 Mon Sep 17 00:00:00 2001 From: Michael Hunger Date: Mon, 28 Apr 2025 18:57:06 +0200 Subject: [PATCH 4/6] Update langchain4j.adoc small updates --- .../genai-ecosystem/pages/langchain4j.adoc | 124 +++++++----------- 1 file changed, 49 insertions(+), 75 deletions(-) diff --git a/modules/genai-ecosystem/pages/langchain4j.adoc b/modules/genai-ecosystem/pages/langchain4j.adoc index b6a4119..c6a612f 100644 --- a/modules/genai-ecosystem/pages/langchain4j.adoc +++ b/modules/genai-ecosystem/pages/langchain4j.adoc @@ -35,20 +35,23 @@ include::https://github.com/langchain4j/langchain4j-examples/raw/main/neo4j-exam An example is avalable at: https://github.com/langchain4j/langchain4j-examples/tree/main/neo4j-example +//// +Full include might be a bit too much? [source,java] ---- include::https://github.com/langchain4j/langchain4j-examples/raw/main/neo4j-example/src/main/java/Neo4jEmbeddingStoreExample.java[] ---- +//// + +=== Connection Setup -To create a Neo4jEmbeddingStore, we can write: [source,java] ---- Neo4jEmbeddingStore embeddingStore = Neo4jEmbeddingStore.builder()..build(); - - // we can use with `withBasicAuth` .withBasicAuth(neo4jContainer.getBoltUrl(), USERNAME, ADMIN_PASSWORD) + // as alternative to driver: Driver driver = GraphDatabase.driver(neo4jContainer.getBoltUrl(), AuthTokens.basic(USERNAME, ADMIN_PASSWORD)); ---- @@ -72,16 +75,17 @@ Here is the complete builder list: | textProperty | "text" | the text property name | indexName | "vector" | the vector index name | databaseName | "neo4j" | the database name -| retrievalQuery | "RETURN properties(node) AS metadata, node.`idProperty` AS `idProperty`, node.`textProperty` AS `textProperty`, node.`embeddingProperty` AS `embeddingProperty`, score" | the retrieval query +| retrievalQuery | "RETURN properties(node) AS metadata, node.idProperty AS idProperty, node.textProperty AS textProperty, node.embeddingProperty AS embeddingProperty, score" | the retrieval query |=== -=== Usage Examples +== Usage Examples LangChain4j provides the following classes for Neo4j integration: + - `Neo4jEmbeddingStore`: Implements the EmbeddingStore interface, enabling storing and querying vector embeddings in a Neo4j database. - `Neo4jText2CypherRetriever`: Implements the ContentRetriever interface for generating and executing Cypher queries from user questions, improving content retrieval from Neo4j databases. -==== Neo4jEmbeddingStore +=== Neo4jEmbeddingStore We can define an `Neo4jEmbeddingStore` with the required Java Driver instance and dimension and an optional label name in this way: @@ -96,25 +100,8 @@ Neo4jEmbeddingStore embeddingStore = Neo4jEmbeddingStore.builder() .build(); ---- -We can use `withBasicAuth` as an alternative to `driver` creation: -[source,java] ----- -Neo4jEmbeddingStore embeddingStore = Neo4jEmbeddingStore.builder() - .withBasicAuth('', '', '') - . - .build(); - -/* instead of - Driver driver = GraphDatabase.driver('', AuthTokens.basic('', '')); - Neo4jEmbeddingStore embeddingStore = Neo4jEmbeddingStore.builder() - .withDriver(driver) - . - .build() -*/ - ----- - To add embeddings, execute: + [source,java] ---- Embedding embedding = embeddingModel.embed("embedText").content(); @@ -122,7 +109,8 @@ String id = embeddingStore.add(embedding); // output: id of the embedding ---- -To add embeddings with id: +To add embeddings with an id: + [source,java] ---- String id = randomUUID(); @@ -131,7 +119,18 @@ embeddingStore.add(id, embedding); // output: id of the embedding ---- -To add embeddings with segment: +Add multiple embeddings: + +[source,java] +---- +Embedding firstEmbedding = embeddingModel.embed("firstEmbedText").content(); +Embedding secondEmbedding = embeddingModel.embed("secondEmbedText").content(); +List ids = embeddingStore.addAll(asList(firstEmbedding, secondEmbedding)); +// output: list of the embedding ids +---- + +To add embeddings with a `TextSegment`: + [source,java] ---- TextSegment segment = TextSegment.from(randomUUID()); @@ -140,7 +139,8 @@ String id = embeddingStore.add(embedding, segment); // output: id of the embedding ---- -To add embeddings with segment and metadata: +To add embeddings with `TextSegment` and metadata: + [source,java] ---- TextSegment segment = TextSegment.from(randomUUID(), Metadata.from(METADATA_KEY, "test-value")); @@ -149,20 +149,24 @@ String id = embeddingStore.add(embedding, segment); // output: id of the embedding ---- -Search embeddings: +Add multiple embeddings with segments + [source,java] ---- -Embedding embedding = embeddingModel.embed("embedText").content(); -String id = embeddingStore.add(embedding); -final EmbeddingSearchRequest request = EmbeddingSearchRequest.builder() - .queryEmbedding(embedding) - .maxResults(10) - .build(); -final List> relevant = embeddingStore.search(request).matches(); -// output: list of embeddings +TextSegment firstSegment = TextSegment.from("firstText"); +Embedding firstEmbedding = embeddingModel.embed(firstSegment.text()).content(); + +TextSegment secondSegment = TextSegment.from("secondText"); +Embedding secondEmbedding = embeddingModel.embed(secondSegment.text()).content(); + +List ids = embeddingStore.addAll( + asList(firstEmbedding, secondEmbedding), + asList(firstSegment, secondSegment) +); +// output: list of the embedding ids ---- -To search embeddings with `minScore`: +Search embeddings: [source,java] ---- @@ -171,13 +175,15 @@ String id = embeddingStore.add(embedding); final EmbeddingSearchRequest request = EmbeddingSearchRequest.builder() .queryEmbedding(embedding) .maxResults(10) - .minScore(0.15) + .minScore(0.15) // Optional `minScore` .build(); + final List> relevant = embeddingStore.search(request).matches(); // output: list of embeddings ---- To search embeddings with segment with custom metadata prefix: + [source,java] ---- String metadataPrefix = "metadata."; @@ -192,6 +198,7 @@ Neo4jEmbeddingStore embeddingStore = Neo4jEmbeddingStore.builder() .build(); String metadataCompleteKey = metadataPrefix + METADATA_KEY; + TextSegment segment = TextSegment.from(randomUUID(), Metadata.from(METADATA_KEY, "test-value")); Embedding embedding = embeddingModel.embed(segment.text()).content(); @@ -206,7 +213,8 @@ final List> relevant = embeddingStore.search(request // output: list of embeddings ---- -Search embeddings with segment with metadata and custom id prop: +Search embeddings with segment with metadata-prefix and custom id property name: + [source,java] ---- String metadataPrefix = "metadata."; @@ -236,44 +244,10 @@ final List> relevant = embeddingStore.search(request // output: list of embeddings ---- -Add multiple embeddings -[source,java] ----- -Embedding firstEmbedding = embeddingModel.embed("firstEmbedText").content(); -Embedding secondEmbedding = embeddingModel.embed("secondEmbedText").content(); -List ids = embeddingStore.addAll(asList(firstEmbedding, secondEmbedding)); -// output: list of the embedding ids - -final EmbeddingSearchRequest request = EmbeddingSearchRequest.builder() - .queryEmbedding(firstEmbedding) - .maxResults(10) - .build(); -final List> relevant = embeddingStore.search(request).matches(); -// output: list of embeddings ----- - -Add multiple embeddings with segments -[source,java] ----- -TextSegment firstSegment = TextSegment.from("firstText"); -Embedding firstEmbedding = embeddingModel.embed(firstSegment.text()).content(); -TextSegment secondSegment = TextSegment.from("secondText"); -Embedding secondEmbedding = embeddingModel.embed(secondSegment.text()).content(); +=== Neo4jText2CypherRetriever -List ids = embeddingStore.addAll( - asList(firstEmbedding, secondEmbedding), - asList(firstSegment, secondSegment) -); // output: list of the embedding ids - -final EmbeddingSearchRequest request = EmbeddingSearchRequest.builder() - .queryEmbedding(firstEmbedding) - .maxResults(10) - .build(); -final List> relevant = embeddingStore.search(request).matches(); -// output: list of embeddings ----- +// todo more explanation -==== Neo4jText2CypherRetriever [source,java] ---- // create dataset From 278c12d61902b0e8cd469e3863c9ab7793b2eaab Mon Sep 17 00:00:00 2001 From: vga91 Date: Wed, 30 Apr 2025 18:14:53 +0200 Subject: [PATCH 5/6] changes review --- .../images/defaultEmbeddingNode.png | Bin 0 -> 198536 bytes .../images/nodeWithCustomLabelAndProps.png | Bin 0 -> 215461 bytes .../nodeWithCustomLabelPropsAndMetadata.png | Bin 0 -> 224648 bytes .../genai-ecosystem/pages/langchain4j.adoc | 344 ++++++++++++++---- 4 files changed, 267 insertions(+), 77 deletions(-) create mode 100644 modules/genai-ecosystem/images/defaultEmbeddingNode.png create mode 100644 modules/genai-ecosystem/images/nodeWithCustomLabelAndProps.png create mode 100644 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a/modules/genai-ecosystem/pages/langchain4j.adoc +++ b/modules/genai-ecosystem/pages/langchain4j.adoc @@ -19,41 +19,60 @@ The Neo4j Integration makes the xref:vector-search.adoc[Neo4j Vector] index avai == Installation +[NOTE] +---- +Except when specified, the following LangChain4j features are available from version 1.0.0-beta3 of Langchain4j Community. +Previously they were also available in Langchain Core, but since version 1.0.0-beta3 they have been migrated to the Community project. +---- + .pom.xml [source,xml] ---- include::https://github.com/langchain4j/langchain4j-examples/raw/main/neo4j-example/pom.xml[lines=19..23] ---- +[source,xml] +---- + + dev.langchain4j + langchain4j-community-neo4j + {langchain4j.version} + + + + dev.langchain4j + langchain4j-community-neo4j-retriever + {langchain4j.version} + +---- + == Functionality Includes * Create vector index * Populate nodes and vector index from documents * Query vector index +* Convert natural language questions in cypher queries == Documentation -An example is avalable at: https://github.com/langchain4j/langchain4j-examples/tree/main/neo4j-example +An example is available at : https://github.com/langchain4j/langchain4j-examples/tree/main/neo4j-example + +LangChain4j provides the following classes for Neo4j integration: + +- `Neo4jEmbeddingStore`: Implements the https://github.com/langchain4j/langchain4j/blob/main/langchain4j-core/src/main/java/dev/langchain4j/store/embedding/EmbeddingStore.java[EmbeddingStore] interface, enabling storing and querying vector embeddings in a Neo4j database. +- `Neo4jText2CypherRetriever`: Implements the https://github.com/langchain4j/langchain4j/blob/main/langchain4j-core/src/main/java/dev/langchain4j/rag/content/retriever/ContentRetriever.java[ContentRetriever] interface for generating and executing Cypher queries from user questions, improving content retrieval from Neo4j databases. -//// -Full include might be a bit too much? -[source,java] ----- -include::https://github.com/langchain4j/langchain4j-examples/raw/main/neo4j-example/src/main/java/Neo4jEmbeddingStoreExample.java[] ----- -//// === Connection Setup +We can connect to Neo4j and instantiate the above classes via builders. + +==== Neo4jEmbeddingStore + +Here is how to create a `Neo4jEmbeddingStore` instance: [source,java] ---- Neo4jEmbeddingStore embeddingStore = Neo4jEmbeddingStore.builder()..build(); - -// we can use with `withBasicAuth` -.withBasicAuth(neo4jContainer.getBoltUrl(), USERNAME, ADMIN_PASSWORD) - -// as alternative to driver: -Driver driver = GraphDatabase.driver(neo4jContainer.getBoltUrl(), AuthTokens.basic(USERNAME, ADMIN_PASSWORD)); ---- Where `` must have `dimension` and either `driver` or `withBasicAuth` parameters, @@ -65,7 +84,7 @@ Here is the complete builder list: |=== | Key | Default Value | Description | driver | | the https://neo4j.com/docs/api/java-driver/current/org.neo4j.driver/org/neo4j/driver/Driver.html[Java Driver instance] -| withBasicAuth | | Creates an instance of Neo4jEmbeddingStore defining a https://neo4j.com/docs/api/java-driver/current/org.neo4j.driver/org/neo4j/driver/Driver.html[Java Driver instance], starting from `uri`, `user` and `password` +| withBasicAuth | | Creates an instance of Neo4jEmbeddingStore defining a https://neo4j.com/docs/api/java-driver/current/org.neo4j.driver/org/neo4j/driver/Driver.html[Java Driver instance], starting from `uri`, `user` and `password` | dimension | | the vector's dimension | config | org.neo4j.driver.SessionConfig.forDatabase(``) | the https://neo4j.com/docs/api/java-driver/current/org.neo4j.driver/org/neo4j/driver/SessionConfig.html[SessionConfig instance] | label | "Document" | the label name @@ -78,20 +97,76 @@ Here is the complete builder list: | retrievalQuery | "RETURN properties(node) AS metadata, node.idProperty AS idProperty, node.textProperty AS textProperty, node.embeddingProperty AS embeddingProperty, score" | the retrieval query |=== -== Usage Examples +==== Neo4jText2CypherRetriever -LangChain4j provides the following classes for Neo4j integration: +The `Neo4jContentRetriever` translates natural language questions into Cypher queries, +leveraging the Neo4j schema calculated via https://neo4j.com/docs/apoc/current/overview/apoc.meta/apoc.meta.data/[apoc.meta.data] procedure. + + +Here is how to create a `Neo4jText2CypherRetriever` instance +[source,java] +---- +Neo4jText2CypherRetriever retriever = Neo4jText2CypherRetriever.builder()..build(); +---- + +Here is the complete builder list: +[options="header",cols="m,m,a"] +|=== +| Key | Default Value | Description +| graph | | see below +| chatModel | | the https://github.com/langchain4j/langchain4j/blob/main/langchain4j-core/src/main/java/dev/langchain4j/model/chat/ChatModel.java[ChatModel] implementation used to create the Cypher query from a natural language question +| prompt | see example below | the prompt that will be used with the chatModel +| examples | empty string | additional examples to enrich and improve the result +|=== + +To connect to Neo4j we have to leverage the `Neo4jGraph` class this way: +[source,java] +---- +// Neo4j Java Driver connection instance +Driver driver = GraphDatabase.driver("", AuthTokens.basic("", "")); + +Neo4jGraph neo4jGraph = Neo4jGraph.builder() + .driver(driver) + .build(); +---- -- `Neo4jEmbeddingStore`: Implements the EmbeddingStore interface, enabling storing and querying vector embeddings in a Neo4j database. -- `Neo4jText2CypherRetriever`: Implements the ContentRetriever interface for generating and executing Cypher queries from user questions, improving content retrieval from Neo4j databases. +or using withBasicAuth as the `Neo4jEmbeddingStore`: + +[source,java] +---- +Neo4jGraph neo4jGraph = Neo4jGraph.builder() + .withBasicAuth("", "", "") + .build(); +---- + +and then pass it to the builder: + +[source,java] +---- +Neo4jGraph neo4jGraph = /* Neo4jGraph instance */; + +// ChatModel instance, e.g. OpenAiChatModel +ChatModel chatLanguageModel = OpenAiChatModel.builder() + .apiKey(OPENAI_API_KEY) + .modelName(GPT_4_O_MINI) + .build(); + +// Neo4jText2CypherRetriever instance +Neo4jText2CypherRetriever retriever = Neo4jText2CypherRetriever.builder() + .graph(neo4jGraph) + .chatLanguageModel(chatLanguageModel) + .build(); +---- + +== Usage Examples === Neo4jEmbeddingStore -We can define an `Neo4jEmbeddingStore` with the required Java Driver instance and dimension and an optional label name in this way: +We can define an `Neo4jEmbeddingStore` with the required Java Driver instance and dimension: [source,java] ---- -Driver driver = GraphDatabase.driver('', AuthTokens.basic('', '')); +Driver driver = GraphDatabase.driver('', AuthTokens.basic('', '')); Neo4jEmbeddingStore embeddingStore = Neo4jEmbeddingStore.builder() .withDriver(driver) @@ -100,50 +175,67 @@ Neo4jEmbeddingStore embeddingStore = Neo4jEmbeddingStore.builder() .build(); ---- -To add embeddings, execute: +Or use withBasicAuth as alternative to `driver()` +[source,java] +---- + +// we can use with `withBasicAuth` as alternative to driver: +Neo4jEmbeddingStore embeddingStore = Neo4jEmbeddingStore.builder().withBasicAuth("", "", "").build(); +---- +We can define an `Neo4jEmbeddingStore` with the required configurations and an optional label name in this way: [source,java] ---- -Embedding embedding = embeddingModel.embed("embedText").content(); -String id = embeddingStore.add(embedding); -// output: id of the embedding +Driver driver = GraphDatabase.driver('', AuthTokens.basic('', '')); + +Neo4jEmbeddingStore embeddingStoreWithCustomLabel = Neo4jEmbeddingStore.builder() + .withDriver(driver) + .dimension(384) + .label("CustomLabel") + .build(); ---- -To add embeddings with an id: + +To add a single embedding with a `TextSegment`: [source,java] ---- -String id = randomUUID(); -Embedding embedding = embeddingModel.embed("embedText").content(); -embeddingStore.add(id, embedding); +TextSegment segment = TextSegment.from("I like football."); +Embedding embedding = embeddingModel.embed(segment.text()).content(); +String id = embeddingStore.add(embedding, segment); // output: id of the embedding ---- +The above embedding creates a node with a label `Document` and the properties `embedding` (with the embedded text), `text` with the original text, `id` with a UUID: + +image::defaultEmbeddingNode.png[] + Add multiple embeddings: [source,java] ---- +TextSegment segment = TextSegment.from(randomUUID()); Embedding firstEmbedding = embeddingModel.embed("firstEmbedText").content(); Embedding secondEmbedding = embeddingModel.embed("secondEmbedText").content(); List ids = embeddingStore.addAll(asList(firstEmbedding, secondEmbedding)); // output: list of the embedding ids ---- -To add embeddings with a `TextSegment`: + +To add embeddings with `TextSegment` and a metadata with key "foo" and value "bar": [source,java] ---- -TextSegment segment = TextSegment.from(randomUUID()); +TextSegment segment = TextSegment.from(randomUUID(), Metadata.from("foo", "bar")); Embedding embedding = embeddingModel.embed(segment.text()).content(); String id = embeddingStore.add(embedding, segment); // output: id of the embedding ---- -To add embeddings with `TextSegment` and metadata: - +To add embeddings with `TextSegment` and 3 metadata with keys "foo1", "foo2", "foo3" and values respectively "bar1", "bar2", "bar3": [source,java] ---- -TextSegment segment = TextSegment.from(randomUUID(), Metadata.from(METADATA_KEY, "test-value")); +TextSegment segment = TextSegment.from(randomUUID(), Metadata.from(Map.of("foo1", "bar1", "foo2", "bar2", "foo3", "bar3"))); Embedding embedding = embeddingModel.embed(segment.text()).content(); String id = embeddingStore.add(embedding, segment); // output: id of the embedding @@ -166,104 +258,202 @@ List ids = embeddingStore.addAll( // output: list of the embedding ids ---- -Search embeddings: -[source,java] ----- -Embedding embedding = embeddingModel.embed("embedText").content(); -String id = embeddingStore.add(embedding); -final EmbeddingSearchRequest request = EmbeddingSearchRequest.builder() - .queryEmbedding(embedding) - .maxResults(10) - .minScore(0.15) // Optional `minScore` - .build(); -final List> relevant = embeddingStore.search(request).matches(); -// output: list of embeddings ----- - -To search embeddings with segment with custom metadata prefix: +To add embeddings with segment with metadata-prefix and custom id property name: [source,java] ---- String metadataPrefix = "metadata."; -String labelName = "CustomLabelName"; +String customIdProp = "customId ` & Prop ` To Sanitize"; -Neo4jEmbeddingStore embeddingStore = Neo4jEmbeddingStore.builder() - .withBasicAuth(neo4jContainer.getBoltUrl(), USERNAME, ADMIN_PASSWORD) - .dimension(384) - .metadataPrefix(metadataPrefix) - .label(labelName) - .indexName("customIdxName") +Neo4jEmbeddingStore customEmbeddingStore = Neo4jEmbeddingStore.builder() + .withBasicAuth("", "", "") + .dimension(embeddingModel.dimension()) + .indexName("customIdx") + .label("MyCustomLabel") + .embeddingProperty("customProp") + .idProperty("customId") + .textProperty("customText") .build(); -String metadataCompleteKey = metadataPrefix + METADATA_KEY; - -TextSegment segment = TextSegment.from(randomUUID(), Metadata.from(METADATA_KEY, "test-value")); +TextSegment segment = TextSegment.from(randomUUID(), Metadata.from("test-key", "test-value")); Embedding embedding = embeddingModel.embed(segment.text()).content(); - String id = embeddingStore.add(embedding, segment); // output: id of the embedding final EmbeddingSearchRequest request = EmbeddingSearchRequest.builder() - .queryEmbedding(embedding) - .maxResults(10) - .build(); + .queryEmbedding(embedding) + .maxResults(10) + .build(); final List> relevant = embeddingStore.search(request).matches(); // output: list of embeddings ---- -Search embeddings with segment with metadata-prefix and custom id property name: +The above example creates a node with label MyCustomLabel and properties `customId`, `customProp`, `customText` + +image::nodeWithCustomLabelAndProps.png[] + + +To add embeddings with custom metadata prefix: [source,java] ---- String metadataPrefix = "metadata."; -String customIdProp = "customId ` & Prop ` To Sanitize"; +String labelName = "CustomLabelName"; Neo4jEmbeddingStore embeddingStore = Neo4jEmbeddingStore.builder() - .withBasicAuth(neo4jContainer.getBoltUrl(), USERNAME, ADMIN_PASSWORD) + .withBasicAuth("", "", "") .dimension(384) .metadataPrefix(metadataPrefix) - .label("CustomLabelName") + .label(labelName) .indexName("customIdxName") - .idProperty(customIdProp) .build(); String metadataCompleteKey = metadataPrefix + METADATA_KEY; -TextSegment segment = TextSegment.from(randomUUID(), Metadata.from(METADATA_KEY, "test-value")); +TextSegment segment = TextSegment.from(randomUUID(), Metadata.from("test-key", "test-value")); Embedding embedding = embeddingModel.embed(segment.text()).content(); String id = embeddingStore.add(embedding, segment); // output: id of the embedding +---- + +image::nodeWithCustomLabelPropsAndMetadata.png[] + +Search embeddings: + +[source,java] +---- +Embedding embedding = embeddingModel.embed("embedText").content(); +String id = embeddingStore.add(embedding); final EmbeddingSearchRequest request = EmbeddingSearchRequest.builder() - .queryEmbedding(embedding) - .maxResults(10) - .build(); + .queryEmbedding(embedding) + .maxResults(10) // Optional `max results`, default: 3 + .minScore(0.15) // Optional `min score`, default: 0.0 + .build(); + final List> relevant = embeddingStore.search(request).matches(); // output: list of embeddings ---- === Neo4jText2CypherRetriever -// todo more explanation +Here is a basic examples: [source,java] ---- -// create dataset -// CREATE (book:Book {title: 'Dune'})<-[:WROTE]-(author:Person {name: 'Frank Herbert'})"); +// create dataset, for example: +// CREATE (book:Book {title: 'Dune'})<-[:WROTE {when: date('1999')}]-(author:Person {name: 'Frank Herbert'})"); + + +// create a Neo4jGraph instance +Neo4jGraph neo4jGraph = Neo4jGraph.builder() + .driver(/**/) + .build(); + +// create a Neo4jText2CypherRetriever instance Neo4jText2CypherRetriever retriever = Neo4jText2CypherRetriever.builder() - .graph(graph) + .graph(neo4jGraph) .chatLanguageModel(chatLanguageModel) .build(); Query query = new Query("Who is the author of the book 'Dune'?"); +// retrieve result List contents = retriever.retrieve(query); System.out.println(contents.get(0).textSegment().text()); -// output: "Frank Herbert" +// example output: "Frank Herbert" +---- + +The above one will execute a chat request with the following prompt string: + +[source,text] ---- +Task:Generate Cypher statement to query a graph database. +Instructions +Use only the provided relationship types and properties in the schema. +Do not use any other relationship types or properties that are not provided. +Schema: + +Node properties are the following: +:Book {title: STRING} +:Person {name: STRING} + +Relationship properties are the following: +:WROTE {when: DATE} + +The relationships are the following: +(:Person)-[:WROTE]->(:Book) + +Note: Do not include any explanations or apologies in your responses. +Do not respond to any questions that might ask anything else than for you to construct a Cypher statement. +Do not include any text except the generated Cypher statement. +The question is: {{question}} +---- +where `question` is "Who is the author of the book 'Dune'?" +and `schema` is handled by the apoc.meta.data procedure to retrieve and stringify the current Neo4j schema. +In this case is +[source,text] +---- +Node properties are the following: +:Book {title: STRING} +:Person {name: STRING} + +Relationship properties are the following: +:WROTE {when: DATE} + +The relationships are the following: +(:Person)-[:WROTE]->(:Book) +---- + +We can also change the default prompt if needed: +[source,java] +---- +Neo4jGraph neo4jGraph = /* Neo4jGraph instance */ + +Neo4jText2CypherRetriever.builder() + .neo4jGraph(neo4jGraph) + .promptTemplate("") + .build(); +---- + +Moreover, we can enrich and improve the result by just adding few-shot examples to prompt. +For instance: +[source,java] +---- +Neo4jGraph neo4jGraph = /* Neo4jGraph instance */ + +List examples = List.of( + """ + # Which streamer has the most followers? + MATCH (s:Stream) + RETURN s.name AS streamer + ORDER BY s.followers DESC LIMIT 1 + """, + """ + # How many streamers are from Norway? + MATCH (s:Stream)-[:HAS_LANGUAGE]->(:Language {{name: 'Norwegian'}}) + RETURN count(s) AS streamers + """); + +Neo4jText2CypherRetriever neo4jContentRetriever = Neo4jText2CypherRetriever.builder() + .graph(neo4jGraph) + .chatLanguageModel(openAiChatModel) + // add the above examples + .examples(examples) + .build(); + +// retrieve the optimized results +final String textQuery = "Which streamer from Italy has the most followers?"; +Query query = new Query(textQuery); +List contents = neo4jContentRetriever.retrieve(query); + +System.out.println(contents.get(0).textSegment().text()); +// output: "The most followed italian streamer" +---- + == Relevant Links From fa9d12d4bd0ffb3fa3a7aaa62a491e7fc6d050a3 Mon Sep 17 00:00:00 2001 From: vga91 Date: Wed, 7 May 2025 11:02:09 +0200 Subject: [PATCH 6/6] small changes --- modules/genai-ecosystem/pages/langchain4j.adoc | 5 +++++ 1 file changed, 5 insertions(+) diff --git a/modules/genai-ecosystem/pages/langchain4j.adoc b/modules/genai-ecosystem/pages/langchain4j.adoc index ea07c51..eda0b87 100644 --- a/modules/genai-ecosystem/pages/langchain4j.adoc +++ b/modules/genai-ecosystem/pages/langchain4j.adoc @@ -57,6 +57,11 @@ include::https://github.com/langchain4j/langchain4j-examples/raw/main/neo4j-exam An example is available at : https://github.com/langchain4j/langchain4j-examples/tree/main/neo4j-example +[source,java] +---- +include::https://raw.githubusercontent.com/vga91/langchain4j-examples/refs/heads/test-tags/neo4j-example/src/main/java/Neo4jEmbeddingStoreExample.java[tags=test] +---- + LangChain4j provides the following classes for Neo4j integration: - `Neo4jEmbeddingStore`: Implements the https://github.com/langchain4j/langchain4j/blob/main/langchain4j-core/src/main/java/dev/langchain4j/store/embedding/EmbeddingStore.java[EmbeddingStore] interface, enabling storing and querying vector embeddings in a Neo4j database.