Posts By

Tomaž Bratanič

Graph ML and GenAI Research, Neo4j

Tomaž Bratanič works at the intersection of graphs and machine learning and generative AI.

Introducing Neo4j Agent Skills

5 min read

Building Stateful AI: Integrating Aura Agent Lifecycle with MCP and Persistent Memory

16 min read

Agentic Graph Analytics With External MCP Providers and Neo4j

8 min read

Implementing DRIFT Search With Neo4j and LlamaIndex

12 min read
A constellation of Orion represented as a graph with nodes and relationships.

Advanced RAG Techniques for High-Performance LLM Applications

17 min read

Production-Proofing Your Neo4j Cypher MCP Server

7 min read

Implementing Neo4j GraphRAG Retrievers as MCP Server

6 min read

Evaluating Graph Retrieval in MCP Agentic Systems

8 min read

From Legal Documents to Knowledge Graphs

10 min read

RAG Tutorial: How to Build a RAG System on a Knowledge Graph

18 min read
Knowledge graphs & LLMs for multi-hop question answering.

How to Improve Multi-Hop Reasoning With Knowledge Graphs and LLMs

20 min read

Agentic GraphRAG for Commercial Contracts

22 min read