Skip to content

Independent research: GraphRAG makes AI agents 80% more truthful | Read the report

The Neo4j Graph Platform – The #1 Platform for Connected Data
  • Products
    • FULLY-MANAGED
    • AuraDB Store and query connected data at scale
    • Virtual Graph Create and query a knowledge graph on existing data
    • Aura Graph Analytics Run graph algorithms on any data, any cloud
    • Aura Agent Build and deploy context-aware agents fast
    • SELF-MANAGED
    • Graph Database Store connected data with a graph database
    • Graph Data Science Run graph algorithms on connected data
    • Enterprise Studio Securely query, explore, and visualize data
    • Fleet Manager Manage all your Neo4j deployments from one place
    • AI CAPABILITIES
    • Knowledge layer
    • AI systems
    • GraphRAG
  • Solutions
    • INDUSTRIES
    • Financial services
    • Healthcare & life sciences
    • Retail
    • Telecommunications
    • US federal government
    • TECHNICAL PATTERNS
    • Digital twin
    • Knowledge graphs
    • Metadata management
    • Pattern matching
    • GRAPHAWARE
    • Intelligence analysis
    • USE CASES
    • AI systems
    • Customer experiences
    • Data privacy, risk, & compliance
    • Fraud
    • Identify & access management
    • Network & IT
    • Real-time recommendations
    • Supply chain
    • PARTNERS
    • AWS
    • Databricks
    • Google Cloud
    • Microsoft Azure
    • Snowflake
    • Partner directory
    • Become a partner
    • Customer success stories Case studies, customer videos, proof points, and more
    • Neo4j Startup Program
  • Why Neo4j
    • FOR EXECUTIVES
    • Executive insights
    • AI systems
    • IDC business value study
    • Business value calculator
    • CUSTOMERS
    • Customer success stories Case studies, customer videos, proof points, and more
    • Contact Sales
  • Developers
    • LEARNING CENTERS
    • Dev Center Best practices, guides, tutorials, and downloads
    • GraphAcademy Free online courses and certifications. Join the 100k+ Neo4j experts.
    • DEV RESOURCES
    • Community
    • Discord
    • Developer blog
    • Documentation
    • Deployment Center
    • BUILD WITH AI
    • AI + graph
    • GraphRAG
    • Agent memory
    • Model Context Protocol (MCP)
    • Customer support
  • Resources
    • LEARN
    • Blog Announcements, guides, and best practices
    • Customer success stories Case studies, customer videos, proof points, and more
    • GraphAcademy Free online courses and certifications. Join the 100k+ Neo4j experts.
    • Resource library Whitepapers, datasheets, and more
    • Events hub Live and on-demand events, training, webinars, and demos
    • Video hub Covering graph databases, data science, analytics, and AI
    • FEATURED EVENTS
    • GraphSummit 2026 The knowledge layer for trustworthy AI
    • NODES 2026 | November 12 Virtual Conference: Engineering better intelligence
  • Pricing
  • Aura Login
  • Support
Get started free Contact us
Neo4j logo
  • Graph Intelligence Platform

    We are the knowledge layer that delivers accurate, explainable, and trusted AI.

    • Get started free
    Fully-managed
    • AuraDB Store and query connected data at scale
    • Virtual Graph Create and query a knowledge graph on existing data
    • Aura Graph Analytics Run graph algorithms on any data, any cloud
    • Aura Agent AI Build and deploy context-aware agents fast
    Self-managed
    • Graph Database Store connected data with a graph database
    • Graph Data Science Run graph algorithms on connected data
    • Enterprise Studio Securely query, explore, and visualize data
    • Fleet Manager Manage all your Neo4j deployments from one place
    AI Capabilities AI
    • Knowledge layer
    • AI systems
    • GraphRAG
  • Solutions

    AI and graph technologies give agents the understanding they need to generate trustworthy outputs, and humans the understanding they need to make better decisions.

    • Customer success stories
    • Neo4j Startup Program
    • Get started free
    Industries
    • Financial services
    • Healthcare & life sciences
    • Retail
    • Telecommunications
    • US federal government
    Technical patterns
    • Digital twin
    • Knowledge graphs
    • Metadata management
    • Pattern matching
    GraphAware
    • Intelligence analysis
    Use cases
    • AI systems AI
    • Customer experiences
    • Data privacy, risk, & compliance
    • Fraud
    • Identify & access management
    • Network & IT
    • Real-time recommendations
    • Supply chain
    Partners
    • AWS
    • Databricks
    • Google Cloud
    • Microsoft Azure
    • Snowflake
    • Partner directory
    • Become a partner
  • Why Neo4j

    The knowledge layer that makes AI precise, trusted, and built to scale.

    • Contact Sales
    • Get started free
    For executives
    • Executive insights
    • AI systems AI
    • IDC business value study
    • Business value calculator
    Customers
    • Customer success stories
    The business value of Neo4j
    • IDC business value study Better context. Trustworthy AI. 230% ROI. See full story
  • Developers

    Discover how to model a knowledge graph, retrieve context with GraphRAG, connect agents with MCP, and build trustworthy AI that reasons over connected data.

    • Customer support
    • Get started free
    Learning centers
    • Dev Center Best practices, guides, tutorials, and downloads
    • GraphAcademy Free online courses and certifications. Join the 100k+ Neo4j experts.
    Dev resources
    • Community
    • Discord
    • Developer blog
    • Documentation
    • Deployment Center
    Build with AI AI
    • AI + graph
    • GraphRAG
    • Agent memory
    • Model Context Protocol (MCP)
  • Resources

    Everything you need to take AI from concept to production.

    • Customer support
    • Get started free
    Learn
    • Blog Announcements, guides, and best practices
    • Customer success stories Case studies, customer videos, proof points, and more
    • GraphAcademy Free online courses and certifications
    • Resource library Whitepapers, datasheets, and more
    • Events hub Live and on-demand events, training, webinars, and demos
    • Video hub Covering graph databases, data science, analytics, and AI
    Featured events
    • World tour 2026 The knowledge layer for trustworthy AI
    • Free 24-hour global event The largest online conference dedicated to engineering better intelligence.
  • Pricing
    • Contact
    • Aura login
    • Get started free
50 events found.

Events Hub

Everything you need to model real-world entities and their connections – making data exploration, analysis, and insights a breeze across various applications.

Explore On-Demand Events

Lorem ipsum dolor sit amet consectetur. Id amet vel ullamcorper duis. Pellentesque diam risus morbi ac diam. Vestibulum

GraphSummit

Lorem ipsum dolor sit amet consectetur. Id amet vel ullamcorper duis. Pellentesque diam risus morbi ac diam. Vestibulum

Connections

Lorem ipsum dolor sit amet consectetur. Id amet vel ullamcorper duis. Pellentesque diam risus morbi ac diam. Vestibulum

Events Search and Views Navigation

Generative AI & LLMs

Europe

August 23 2026 | 02:00 AM PDT

Build trustworthy AI: A fireside chat with IndyKite | Europe

Join Neo4j and IndyKite for a fireside chat on how enterprises can overcome data, identity, governance, and operational challenges to scale trustworthy AI to production.

Generative AI & LLMs

Americas

August 23 2026 | 10:00 AM PDT

Build trustworthy AI: A fireside chat with IndyKite

Join Neo4j and IndyKite for a fireside chat on how enterprises can overcome data, identity, governance, and operational challenges to scale trustworthy AI to production.

Generative AI & LLMs

Europe

August 24 2026 | 08:00 AM PDT

Agentics Foundation Meetup | Malmö

Building on the first Malmö meetup, Agentics Foundation is back. This round is about the optimisation and auto-side of agentic systems, the part where the agent doesn't just find the problem but fixes it, and where the code and the… Read more →

Generative AI & LLMs

Europe

August 24 2026 |

Industrial AI hackathon | Malmö

50 builders, one day, three tracks: Resilience, Security, and Physical AI.

Generative AI & LLMs

Asia Pacific

August 24 2026 | 08:30 PM PDT

Scale Karpathy’s LLM wiki with Neo4j GraphRAG | Asia Pacific

Learn how to transform Karpathy's LLM Wiki into a production-ready knowledge layer with Neo4j, built for accurate, explainable AI retrieval.

Generative AI & LLMs

Asia Pacific

August 24 2026 | 09:00 PM PDT

Neo4j & Generative AI Fundamentals Workshop

Join the hands-on virtual workshop and learn how to use Neo4j to build Retrieval-Augmented Generation (RAG) and GraphRAG applications that deliver more accurate, context-aware, and explainable AI experiences.

Generative AI & LLMs

Europe

August 25 2026 | 01:00 AM PDT

Global AI Construct Berlin

Neo4j Mini Agentic Hack A full-day, hands-on event focused on building practical AI applications with Neo4j, GraphRAG, Agentic AI, and MCP.

Generative AI & LLMs

Europe

August 25 2026 | 02:00 AM PDT

Scale Karpathy’s LLM wiki with Neo4j GraphRAG | Europe

Learn how to transform Karpathy's LLM Wiki into a production-ready knowledge layer with Neo4j, built for accurate, explainable AI retrieval.

Generative AI & LLMs

Americas

August 25 2026 | 06:30 AM PDT

Hard Negatives Meetup | San Francisco

Let's debate controversial topics for awesome prizes. ​Join us for a meetup where we will divide folks into teams of 2, who will randomly debate spicy topics, like open weights should be banned. ​The audience will vote live of who… Read more →

Generative AI & LLMs

Americas

August 25 2026 | 10:00 AM PDT

Scale Karpathy’s LLM wiki with Neo4j GraphRAG

Learn how to transform Karpathy's LLM Wiki into a production-ready knowledge layer with Neo4j, built for accurate, explainable AI retrieval.

Generative AI & LLMs

US Federal

August 26 2026 |

2026 Intelligence & National Security Summit

Stop by Neo4j at kiosk #72 during the Intelligence & National Security Summit and discover how our graph technology turns complex, siloed datasets into real-time, actionable intelligence to support critical decision-making when mission success is on the line.

Generative AI & LLMs

Asia Pacific

August 26 2026 | 02:00 AM PDT

Knowledge design in the AI era | Tokyo

This talk covers our ongoing effort to model P&ID data—Piping and Instrumentation Diagrams used in plant engineering—as a graph in Neo4j.

Generative AI & LLMs

Asia Pacific

August 27 2026 | 02:00 AM PDT

OpenAI Codex – fast hacks in Tokyo

Fast Hack Night is a focused, intimate gathering where makers step out of the shadows and put real projects on display. No hype, no pitches—just working demos, thoughtful experimentation, and the stories behind what was built.

Generative AI & LLMs

Americas

August 27 2026 | 10:30 AM PDT

AI hands-on workshop with Neo4j and Microsoft Foundry | Atlanta

In this session, data scientists and engineers will build a functional GraphRAG pipeline within a live Azure environment. Moving beyond high-level theory, you will deploy Neo4j Aura and integrate it with Microsoft Foundry to implement a complete, end-to-end architecture for… Read more →

Generative AI & LLMs

Americas

August 27 2026 | 10:30 AM PDT

Neo4j GenAI hands-on workshop with AWS | Boston

Join Neo4j and AWS experts for a Neo4j Graph Workshop hands-on lab designed for data scientists and engineers who want to build production-ready generative AI applications grounded in connected enterprise data. In this half-day, in-person Graph Workshop, you’ll learn how… Read more →

Generative AI & LLMs

Asia Pacific

August 28 2026 | 09:30 PM PDT

GraphDB User Group – August meetup | Pune

We’re excited to invite you to the Graph DB Pune User Group – August Meetup, bringing together enthusiasts, engineers, and practitioners working with graph databases and connected data.

Generative AI & LLMs

Asia Pacific

August 31 2026 | 08:30 PM PDT

Knowledge graphs for enterprise AI: The independent verdict | Asia Pacific

Join us for a fireside chat with researchers from the UK National Innovation Centre for Data on how GraphRAG improves AI accuracy, helping organizations build AI systems they can trust.

Generative AI & LLMs

Asia Pacific

September 1 2026 | 01:00 AM PDT

Saucy After Party | Bangkok

Join us to get a real glimpse into the startup world, network with peers from Bangkok and the international tech scene, and be the first to hear our official announcements for upcoming case events and competitions!

Generative AI & LLMs

Europe

September 1 2026 | 02:00 AM PDT

Knowledge graphs for enterprise AI: The independent verdict | Europe

Join us for a fireside chat with researchers from the UK National Innovation Centre for Data on how GraphRAG improves AI accuracy, helping organizations build AI systems they can trust.

Generative AI & LLMs

Americas

September 1 2026 | 10:00 AM PDT

Knowledge graphs for enterprise AI: The independent verdict

Join us for a fireside chat with researchers from the UK National Innovation Centre for Data on how GraphRAG improves AI accuracy, helping organizations build AI systems they can trust.

Generative AI & LLMs

Asia Pacific

September 2 2026 | 09:30 PM PDT

Neo4j agentic AI workshop at Bengaluru Tech Week

We're hosting an Agentic AI workshop during Bengaluru Tech Week. Join us for an exclusive hands-on workshop where you'll explore and build cutting-edge AI Agents and tools using Context Graphs on Neo4j. Whether you're building AI Agents or just getting… Read more →

Graph Data Science

Asia Pacific

September 3 2026 | 03:00 AM PDT

GraphTalk Singapore: Transforming fraud detection with graph

Join us in-person for an exclusive Fraud GraphTalk & Networking event in Singapore! In today's digital economy, fraud detection has grown exponentially complex. Traditional, siloed methods consistently fall short against sophisticated, coordinated fraud patterns. To effectively mitigate these risks, organizations… Read more →

Generative AI & LLMs

Americas

September 3 2026 | 09:00 AM PDT

Neo4j & generative AI fundamentals: Hands-on virtual workshop

A virtual workshop designed for Generative AI practitioners already familiar with vector-based RAG who want to understand how GraphRAG can elevate LLM outputs.

Generative AI & LLMs

Asia Pacific

September 3 2026 |

AgentsNexus 2026

India's Premier Conference on Agentic AI We're bringing together developers, researchers, and technology leaders for an immersive experience dedicated to the next wave of AI-powered autonomous systems.

Generative AI & LLMs

Europe

September 7 2026 |

AgentCon London 2026

Join us for the AI Agents World Tour, a global series of one-day conferences designed exclusively for developers building the future with AI agents.

Graph Data Science

Europe

September 9 2026 | 01:30 AM PDT

Neo4j virtual workshop: Zero to production

Join us to learn how to design, build, and query a graph database using Neo4j. Build your first graph application from the ground up. You'll leave with a working graph application and the skills to start building with Neo4j.

Generative AI & LLMs

Asia Pacific

September 9 2026 |

AGNTCon + MCPCon Japan

The event brings together the developers, researchers, platform builders, and enterprises advancing the next generation of AI agents—from core agent architectures and infrastructure to the protocols and tools that make agent systems interoperable.

Generative AI & LLMs

Europe

September 9 2026 |

Nordic Tech Week

Five days. One city. Hundreds of events built by the people who actually shape the future of tech.

Generative AI & LLMs

Asia Pacific

September 11 2026 |

Daytona HackSprint | Tokyo

The era of simple chatbots is over. Real AI applications need to scrape live data, automate workflows, manage infrastructure, and deploy at scale — all working together in production. If you're ready to build real AI systems, this hackathon is… Read more →

Cloud DB & services
Data Integration
Generative AI & LLMs
Graph Data Science

Europe

September 14 2026 |

Big Data Paris

Big Data & AI Paris accélère la transformation et l’industrialisation de l'IA et des données des entreprises françaises en leur offrant une programmation riche et pointue et en rassemblant le nec plus ultra de l'écosystème (entreprises, organisations, décideurs, CTO, data… Read more →

Europe

September 15 2026 | 11:30 PM PDT

GraphTalk FinServ Nordics

Join fraud, risk, and data leaders for an exclusive GraphTalk Financial Services event on September 16, 2026 at Hotel At 6, Stockholm, to learn how leading institutions are transforming fraud detection with a graph-first approach. Discover how forward-thinking banks and… Read more →

Generative AI & LLMs

Europe

September 16 2026 | 08:30 AM PDT

AI Builders Amsterdam

We share the latest insights about: AI dev tools, Agent frameworks, RAG, vibe coding, OpenClaw, Claude Code and more!

Generative AI & LLMs

Europe

September 16 2026 |

AGNTCon + MCPCon Europe

The event brings together the developers, researchers, platform builders, and enterprises advancing the next generation of AI agents—from core agent architectures and infrastructure to the protocols and tools that make agent systems interoperable.

Cloud DB & services
Generative AI & LLMs

Americas

September 17 2026 | 05:30 AM PDT

GraphSummit New York

Join us in New York to learn how a knowledge layer gives enterprise AI the context, memory, and reasoning it needs to move from pilot to trustworthy production.

Drivers and APIs
Graph Query Language & Modeling

Europe

September 21 2026 |

Java Forum Nord 2026

Paulien van Alst - Thinking in Relationships: Practical Graph Database Modelling in Java with Neo4j

Generative AI & LLMs

Europe

September 21 2026 |

AI Summit Barcelona

Two days, 10,000+ builders and AI leaders, one city. 22-23 September at WTC Barcelona, during AI Week.

Security

Europe

September 21 2026 | 11:00 PM PDT

Digital Experience Netherlands

Meet Neo4j at Digital Experience Netherlands 2026 and discover how graph technology transforms fragmented data into connected intelligence for investigations, fraud detection, cybersecurity, and AI. Build AI that is accurate, explainable, and governable with a trusted knowledge layer.

Generative AI & LLMs

Europe

September 22 2026 |

AI Engineer Paris 2026

AI Engineer Paris 2026 returns to Station F on September 23–24 for two days of technical talks, practical workshops, and AI engineering research.

Cloud DB & services
Data Integration
Generative AI & LLMs

Europe

September 22 2026 |

Big Data London

For another year we'll be at the UK’s leading data, analytics and AI conference & exhibition to showcase the latest and greatest in graph technology. Speak to our team of experts about how Neo4j and graph can help improve the… Read more →

Graph Data Science

Europe

September 23 2026 | 01:30 AM PDT

Neo4j virtual workshop: Graph data modeling and importing data into Neo4j

Join us to learn how to transform relational data into a graph model and load it into Neo4j using industry best practices. Design graph data models and import data into Neo4j You'll leave with the skills to design scalable graph… Read more →

Generative AI & LLMs
Graph Data Science

Americas

September 24 2026 | 07:30 AM PDT

Neo4j Graph Intelligence hands-on workshop | Cincinnati

Join us for an exclusive, hands-on experience designed for developers, architects, and application owners looking to deepen their expertise in Neo4j’s powerful graph technology. This in-person workshop will deepen your expertise in integrating GraphRAG into GenAI solutions—ideal for building systems that prioritize… Read more →

Graph Data Science

Americas

September 24 2026 | 09:00 AM PDT

Introduction to graph data science: Hands-on virtual workshop

This foundational course takes you from the basics of Graph Data Science (GDS) to independent algorithm work.

Generative AI & LLMs

Americas

October 1 2026 | 10:30 AM PDT

AI hands-on workshop with Neo4j and Microsoft Foundry | Chicago

In this session, data scientists and engineers will build a functional GraphRAG pipeline within a live Azure environment. Moving beyond high-level theory, you will deploy Neo4j Aura and integrate it with Microsoft Foundry to implement a complete, end-to-end architecture for… Read more →

Generative AI & LLMs

Americas

October 1 2026 | 01:30 PM PDT

AI Hands-On Workshop with Neo4j and Google Gemini | Sunnyvale

In this hands-on workshop, you will learn how to use Neo4j together with Google Cloud Gemini Enterprise. Designed for data scientists and data engineers, the session walks through deploying both technologies within a Google Cloud environment. You will work with… Read more →

Drivers and APIs
Generative AI & LLMs

Europe

October 4 2026 |

Devoxx Belgium 2026

Devoxx Belgium 2026 will once again transform Antwerp into the meeting place for developers, architects, builders, and innovators shaping the future of software engineering.

Cloud DB & services
Generative AI & LLMs

Europe

October 6 2026 | 01:00 AM PDT

GraphSummit London

Join us in London for a full day of insights, hands-on learning and real-world examples to see how the Neo4j Knowledge Layer gives AI the context, memory, and reasoning to be accurate, explainable, and governable. Built with the Graph Intelligence… Read more →

Cloud DB & services
Generative AI & LLMs

Europe

October 6 2026 | 08:00 AM PDT

BioTech X Europe 2026 I Basel

Neo4j is sponsoring the BioTechX Europe congress in Europe’s, leading biotechnology and life sciences event, bringing together thousands of pharma, healthcare, and biotech professionals for three days of cutting-edge conference sessions, innovation showcases, and 1-to-1 networking in Basel, Switzerland. Covering… Read more →

Generative AI & LLMs

Asia Pacific

October 6 2026 |

Open Source India 2026

Open Source India (OSI) is an attempt by the team at Open Source For You magazine in partnership with India’s Open Source community and industry—to bring various stake-holders under one roof. The mission of OSI is simple, “to accelerate development… Read more →

Cloud DB & services
Generative AI & LLMs

Europe

October 8 2026 | 12:30 AM PDT

GraphTalk Madrid

GraphTalk Madrid es una cita ineludible para los apasionados de grafos y los profesionales de los datos y la IA. Este evento reúne a la comunidad de Neo4j en torno a ponencias inspiradoras, demostraciones prácticas e intercambios entre profesionales. El… Read more →

Conference Madrid
Cloud DB & services
Generative AI & LLMs

Europe

October 13 2026 |

Databricks Data + AI World Tour Madrid

Estarémos en Madrid para el Data + AI World Tour. El Data + AI World Tour pone los datos y la IA en acción. Descubre cómo las organizaciones líderes del sector toman el control de sus datos, crean IA personalizada,… Read more →

Build intelligent apps easily

Transform your data into knowledge to build smart, accurate, and adaptive applications.

Start building
Products
  • AuraDB
  • Aura Graph Analytics
  • Aura Agent
  • Enterprise Studio
  • Community Edition
  • Cypher Query Language
  • Fleet Manager
  • Graph Database
  • Graph Data Science
  • GraphQL
  • Knowledge layer
  • Pricing
  • Virtual Graph
Solutions
  • AI systems
  • Case studies
  • GenAI
  • GraphRAG
  • Industries & use cases
  • Knowledge graphs
  • Model context protocol (MCP)
  • Pattern matching
Developers
  • AI + graph
  • Agent memory
  • Changelog
  • Community
  • Developer home
  • Documentation
  • Deployment Center
  • Developer blog
  • GraphAcademy
  • Release notes
Data Scientists
  • Data science community
  • Data science documentation
  • Get started with graph data science
  • Graph data science home
  • GraphAcademy for data science
For Executives
  • Customer success stories
  • Executive insights
  • IDC business value whitepaper
Resources
  • Blog
  • Events hub
  • GraphAcademy
  • GraphSummit
  • NODES
  • NODES AI
  • Resource library
  • Research center
  • Video hub
  • Webinars
Partners
  • Become a partner
  • Find a partner
  • OEM partners
  • Partner portal login
  • Solution partners
  • Technology partners
Company
  • About Us
  • Awards and honors
  • Careers
  • Culture
  • Graphs4Good
  • Leadership
  • Newsroom
  • Support
  • Trust center
Contact Us ❯
  • US: 1-855-636-4532
  • Sweden: +46 171 480 113
  • UK: +44 20 3868 3223
  • France: +33 (0) 1 88 46 13 20
  • Singapore: +65 6859 0336
  • Australia: +61 2 8395 2895
  • India: +91 6827 521 210
Social Networks
© 2026 Neo4j, Inc.
Terms | Privacy Notice | Sitemap
Anti-Corruption Policy
©2026 Neo4j, Inc., Neo Technology®, Neo4j®, Cypher®, Neo4j Bloom™, Neo4j Graph Data Science Library™, Neo4j® Aura™, and Neo4j® AuraDB™ are registered trademarks or a trademark of Neo4j, Inc. All other marks are owned by their respective companies.
Contact Us