Graph Benchmarks V1
At HelixDB we've been focused on performance for the last few weeks. Here are our benchmarks for HelixDB, Neo4j, and Postgres (edges as joins) on a realistic graph dataset.
benchmarks
Blog
Insights, tutorials, and updates from the Helix team
Developing a DB in Prod (hardware)
By developing directly on EC2, our engineers benchmark instantly on production-class hardware—no CI overhead, no local containers, no friction. Thanks to Coder, workspaces are fast, cost-efficient, and ready out of the box.
Technical
How to Get HelixQL Syntax Highlighting on Cursor
A quick and comprehensive guide on how to install HelixQL syntax highlighting on Cursor.
Tutorial
Deploy Helix with Docker via the Helix CLI
A complete guide to help you deploy Helix using Docker via the Helix CLI, allowing you to build and iterate faster.
TutorialDockerCLI
Building a GraphRAG System for Professor Recommendations with HelixDB
A comprehensive guide to building a Graph-Vector RAG system in Python using HelixDB to recommend professors based on their research areas, leveraging both graph relationships and vector embeddings for intelligent search.
GraphRAGTutorial
MCP Guide - Native Agent Discovery with HelixDB
A comprehensive guide to get you started with HelixDB MCP endpoints for building agentic graph queries that evolve step-by-step without rebuilding from scratch.
MCPAgentsGraphRAG