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The Neo4j Graph Platform – The #1 Platform for Connected Data
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  • Products

      Neo4j Graph Database

      Self or fully-managed, deploy anywhere

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      Fully-managed graph database as a service

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      Graph Analytics and modeling platforms

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      Graph Tools
      • Neo4j Developer Tools Tools to make graph application development easier
      • Neo4j Workspace Import, explore, and query Neo4j
      • Neo4j Bloom Easy graph visualization and exploration
      • Cypher Query Language Declarative graph query language, created by Neo4j
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      Back your LLMs with a Knowledge Graph for better business AI

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Developer Blog

Creating Beauty With Cypher reduce()

Christoffer Bergman, Director of Engineering, Neo4j Jan 14 10 mins read

Learn how to implement the Mandelbrot algorithm with the Neo4j Cypher query language and the reduce() function. Read more →

cypherfractalsmandelbrotNeo4jreduce

Visual Cypher Builder — Querying Neo4j for Everyone

Niels de Jong, Consulting Engineer, Neo4j Jan 10 5 mins read

Create Cypher queries with the prototype Visual Cypher Builder tool's accessible and intuitive drag-and-drop interface. Read more →

cypherdeveloper-toolsgraphNeo4jquery

Use Neo4j Query API With R on Aura

Stuart Green, Consulting Engineer at Neo4j Jan 09 3 mins read

Combine the httr2 package and Neo4j Query API to make a simple Cypher query and return a dataframe. Read more →

auracyphergraph-databaseNeo4jr

Neomodel — 2024 Wrap-up

Marius Conjeaud, Consulting Engineer, Neo4j Jan 02 4 mins read

Learn about highlights from this year’s updates and some examples to help you get started with the newest functionality. Read more →

cypherNeo4jneomodelpythonupdates

Integrate Neo4j With Symfony: A Step-by-Step Guide

Ghlen Nagels, CEO of Nagels IT Consulting Dec 30, 2024 5 mins read

Learn how to combine Symfony with Neo4j to create a powerful solution for advanced data management. Read more →

aurahow-toNeo4jsymfonyweb-development

Unstructured-to-Structured Graph Data Using BAML to Neo4j

Jason Koo, Developer Advocate, Neo4j Dec 30, 2024 6 mins read

Learn how to extend a BAML sample project to convert web pages into graph representations to quickly populate a Neo4j instance. Read more →

bamlgen-ai-toolsgraphgraphragNeo4j

Cypher Dynamism: A Step Toward Simpler and More Secure Queries

Gemma Lamont, Cypher Language Developer, Neo4j Dec 20, 2024 7 mins read

Dynamic labels, types, and properties are a significant step forward in mitigating Cypher injection risks while promoting more concise, readable, and maintainable code. Read more →

cypherdynamic-programminginjectionNeo4j

Claude Converses With Neo4j Via MCP

Michael Hunger, Head of Product Innovation & Developer Strategy, Neo4j Dec 20, 2024 15 mins read

Give LLMs like Claude the power of knowledge graphs with Anthropic's Model Context Protocol (MCP) and Neo4j. Read more →

chatbotsclaudeknowledge graphsNeo4jprotocol

LangChain-Neo4j Partner Package: Officially Supported GraphRAG

LangChain-Neo4j Partner Package: Officially Supported GraphRAG

Andreas Kollegger, Senior Developer Advocate, Neo4j Dec 17, 2024 2 mins read

Integrate Neo4j knowledge graphs with LangChain for powerful GraphRAG applications that deliver deeper, more insightful answers. Read more →

genaigraphraglangchainllmNeo4jpartnerrag

Cypher Gems in Neo4j 5

Christoffer Bergman, Director of Engineering, Neo4j Dec 09, 2024 16 mins read

Learn about Cypher features in Neo4j 5 that may look minor, but that can have a huge impact, such as Unicode normalization. Read more →

cyphergraphNeo4junicodeupdates

Get Started With the Neo4j Aura CLI Beta Release

Darrell Warde, Software Engineer, Neo4j Dec 06, 2024 6 mins read

Simplify and streamline the management of your Neo4j Aura resources directly from the command line. Read more →

auracligraph-databaseNeo4jprovisioning

GraphRAG in Action: From Commercial Contracts to a Dynamic Q&A Agent

Ed Sandoval, Senior Product Manager GenAI, Neo4j Nov 25, 2024 24 mins read

Explore how GraphRAG can be used to streamline the process of ingesting commercial contract data and building a Q&A Agent. Read more →

genaigraphragllmrag

Moving to the Neo4j Query API

Jonathan Giffard, Senior Product Manager, Neo4j Nov 22, 2024 5 mins read

If transitioning to the Query API, get an overview of the key areas to consider and plan for. Read more →

APIcyphermigrationNeo4j

Introducing the Fine-Tuned Neo4j Text2Cypher (2024) Model

Makbule Gulcin Ozsoy, Machine Learning Engineer, Neo4j Nov 15, 2024 4 mins read

Dive into the impact of fine-tuning models for the Text2Cypher task of transforming natural language questions to Cypher queries. Read more →

cypherdatasetfine tuningmodelNeo4jtext2cypher

Enable Cypher Language Server for Neovim

Gerrit Meier, Software Engineer Nov 15, 2024 4 mins read

Learn how to get a Neovim environment from 0 to Cypher support with an aesthetic improvement bonus. We cover setup, adding the plugins, and adding color. Read more →

colorscypherNeo4jneovimvim

RAG retrieval augmented generation workflow.

GenAI Stack Walkthrough: Behind the Scenes With Neo4j, LangChain, and Ollama in Docker

Michael Hunger, Tomaz Bratanic, and Oskar Hane, Neo4j Nov 13, 2024 14 mins read

Learn how to build a support agent that relies on information from Stack Overflow using the GenAI Stack – Neo4j, LangChain & Ollama in Docker. Read more →

dockergenaigenai stackgenerative-ailangchainNeo4jollamastack overflowsupport agentvector search

Benchmarking Using the Neo4j Text2Cypher (2024) Dataset

Makbule Gulcin Ozsoy, Machine Learning Engineer, Neo4j Nov 12, 2024 4 mins read

Explore performance benchmarks of LLM models on Neo4j Text2Cypher (2024) Dataset, comparing foundational vs. fine-tuned models for Cypher query translation. Read more →

cyphernatural-language-processNeo4jtext2cyphertranslation

New GraphAcademy Course: Building Neo4j Applications With Spring Data

Martin O’Hanlon, Technical Curriculum Developer, Neo4j Nov 08, 2024 2 mins read

There’s a new course on GraphAcademy: Building Neo4j Applications with Spring Data. You will learn how to use the Spring Data Neo4j library. Read more →

coursegraphjavaNeo4jspring

Introducing the Neo4j Text2Cypher (2024) Dataset

Makbule Gulcin Ozsoy, Machine Learning Engineer, Neo4j Nov 07, 2024 4 mins read

We’re excited to share the Neo4j Text2Cypher (2024) Dataset with you. It’s designed to help train and benchmark Text2Cypher models with ease. Read more →

cypherdatasetmachine-learningNeo4jtext2cypher

Effortless RAG With Text2CypherRetriever

Will Tai, Senior ML Engineer, Neo4j Nov 01, 2024 5 mins read

Retrieve data from Neo4j using natural language with the Text2CypherRetriever, simplifying query generation for GenAI applications. Read more →

cyphernatural-language-processNeo4jretrieval-augmentedretrieval-augmented-gentext2cypher

Announcing New Aura Import Services

Greg King, Product Manager for Neo4j Developer Tools, Neo4j Nov 01, 2024 7 mins read

Transform relational data into graph queries in minutes with Neo4j Aura’s new PostgreSQL import, enabling fast, insightful data exploration. Read more →

graphimportNeo4jpostgresqlrelational-databases

Neo4j GraphQL Library: Our Roadmap for 2024–2025

Neo4j GraphQL Library: Our Roadmap for 2024–2025

Darrell Warde, Software Engineer, Neo4j Oct 29, 2024 4 mins read

Explore Neo4j's 2024–2025 roadmap for GraphQL Library, including new features, support timelines, and migration tips for smoother transitions. Read more →

aurachange-data-capturegraph-databasegraphqlNeo4j

Efficiently Monitor Neo4j and Identify Problematic Queries

Salvatore Furnari, Big Data Engineer Oct 18, 2024 9 mins read

Learn how to monitor Neo4j in a clustered environment using several tools, such as Dynatrace and Kibana, and learn some best practices. Read more →

cyphermonitoringNeo4jquery-optimization

New GraphAcademy Course: Building Knowledge Graphs With LLMs

Martin O’Hanlon, Technical Curriculum Developer, Neo4j Oct 10, 2024 2 mins read

Learn how to use GenAI, LLMs, and Python to convert unstructured data into graphs. Read more →

graphragknowledge-graphllmNeo4jtraining

Cypher Performance Improvements in Neo4j 5

Christoffer Bergman, Director of Engineering, Neo4j Oct 07, 2024 8 mins read

The Long-Term Support version of Neo4j 5 (Neo4j 5.26 LTS) will be released in November 2024. Read more →

cypherNeo4jperformancequeryruntime

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