Welcome to NODES 2025

Session Track: Knowledge Graphs

Session Time: 03:30 pm - 04:00 pm November 6

Session description

Enterprise RAG systems face a critical choice: cloud dependency with high costs or local deployment with massive resource requirements. “This session demonstrates a production-ready Neo4j RAG system integrated with Microsoft’s BitNet.cpp, achieving 87% memory reduction while maintaining enterprise performance. You’ll see live demonstrations of cloud-native deployment, and hybrid search capabilities combining vector and keyword search in Neo4j.

Attendees will learn practical implementation strategies, performance optimization techniques, and deployment patterns for both local and Cloud environments.