Posts By

Tomaž Bratanič

Graph ML and GenAI Research, Neo4j

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

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

Implement an Automated Report-Generation Agent with crewAI and Neo4j

8 min read

Building Knowledge Graph Agents With LlamaIndex Workflows

14 min read