Slow SQL queries are killing your recommendation engine
5 min read
Bootstrapping a recommendation engine with Neo4j [OSCON Preview]
3 min read
-
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 Analytics Run graph algorithms on self-managed graph databases
- 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
- AI integrations
- GraphRAG
-
Solutions
- INDUSTRIES
- Financial services
- Healthcare & life sciences
- Public sector
- Retail
- Telecommunications
- TECHNICAL PATTERNS
- Digital twin
- Knowledge graphs
- Pattern matching
- GRAPHAWARE
- Intelligence analysis
- Financial crime intelligence
- USE CASES
- AI systems
- Customer experiences
- Data privacy, risk, & compliance
- Fraud detection & analytics
- Identity & access management
- Master data 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
-
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
- Events hub Live and on-demand events, training, webinars, and demos
- GraphAcademy Free online courses and certifications. Join the 100k+ Neo4j experts.
- Newsroom Latest news, awards, press releases, and media resources
- Resource library Whitepapers, datasheets, and more
- Video hub Covering graph databases, data science, analytics, and AI
- FEATURED EVENTS
- AWS re:Invent 2026 | Nov 30 – Dec 4 Meet us at booth #732 in Las Vegas
- NODES 2026 | November 12 Virtual Conference: Engineering better intelligence
- Careers
- Pricing
- Aura Login
- Support