Product
MEMGRAPH
Database
High performance, in-memory, for real-time
ECOSYSTEM
Memgraph Lab
Visual interface for your graph data management
Tools & Integrations
Already ready for data ingestion and processing
AI WORKLOADS
Vector Search
Semantic search for AI-powered applications
EVALUATION
Benchmark
Performance insights for graph data at scale
PIPELINES
ZERO
ETL
Query your data as a graph
Use Cases
AI WORKLOADS
GraphRAG
Structured context that complements vector search
AI Memory
Semantic, episodic, and procedural memory in one graph
Agentic AI
The execution graph underneath your AI agents
GRAPH ANALYTICS
Fraud & Risk Detection
Real-time fraud detection powered by connected data
360 Data & Network Exploration
Deep understanding of structure and behavior in complex networks
Knowledge Graph
Connected knowledge for unified data understanding
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Customer & User Stories
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Enterprise
Enterprise Overview
Security, HA, SLAs, and deployment options
Partners
Get help from teams experienced with Memgraph
Support
Direct access to the engineers who built it
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Pricing
Developers
Docs
From first query to production deployment
Neo4jDevs
Migration paths and compatibility guides
Python
Query, build, and manage graphs in Python
NetworkX
Run NetworkX algorithms on Memgraph data in-memory
Resources
Blog
How-tos, benchmarks, and use case breakdowns
Memgraph Academy
Structured courses for getting started with Memgraph
On Demand
Watch case studies, read whitepapers and deep dive
Events
Upcoming webinars, meetups, and speaking events
Playground
Interactive sandbox with preloaded graph datasets
Get started for free
Get a demo
Get a demo
Get started
All
Neo4j and comparisons
AI
Engineering
Graph tech
Product
Expert insights
Company
Showcase
How Would Microsoft GraphRAG Work Alongside a Graph Database?
Check out how Hierarchical GraphRAG and Memgraph 3.0 improve knowledge retrieval with Leiden community detection and structured knowledge graphs.
Sara Tilly
February 24, 2025
How Would Microsoft GraphRAG Work Alongside a Graph Database?
Check out how Hierarchical GraphRAG and Memgraph 3.0 improve knowledge retrieval with Leiden community detection and structured knowledge graphs.
Sara Tilly
February 24, 2025
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