Unifying LLMs & knowledge graphs for GenAI: Use cases & best practices
5 min read
-
Products
- FULLY-MANAGED
- AuraDB Store and query connected data at scale
- Aura Graph Analytics Run graph algorithms on any data, any cloud
- Aura Agent Build and deploy context-aware agents fast
- Fleet Manager Manage all your Neo4j deployments from one place
- SELF-MANAGED
- Graph Database Store connected data with a graph database
- Graph Data Science Run graph algorithms on connected data
- Bloom Securely query, explore, and visualize data
- AI CAPABILITIES
- 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
- 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
- Neo4j Startup Program
-
Why Neo4j
- FOR EXECUTIVES
- Executive insights
- AI systems
- IDC business value study
- CUSTOMERS
- Customer success stories
- Contact Sales
-
Developers
- LEARNING CENTERS
- Dev Center Best practices, guides, tutorials, and downloads
- Graph Academy Free online courses and certifications. Join the 100k+ Neo4j experts.
- DEV RESOURCES
- Community
- Discord
- Developer blog
- Documentation
- Downloads
- 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
- Graph Academy 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 Graphs + AI: Transform your data into knowledge
- NODES 2026 | November 12 Virtual Conference: Engineering better intelligence
- Pricing
- Aura Login
- Support