Posts By

Tomaž Bratanič

Graph ML and GenAI Research, Neo4j

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

From memory to behavior: skills, user profiles, and the consolidation loop

16 min read

The payload: the semantic layer, memory, and the loop that fills it

28 min read

Introducing Neo4j Agent Skills

5 min read

Building stateful AI: Integrating Aura Agent lifecycle with MCP and persistent memory

15 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

16 min read

Production-proofing your Neo4j Cypher MCP server

7 min read

Implementing Neo4j GraphRAG retrievers as MCP server

7 min read

Evaluating graph retrieval in MCP agentic systems

10 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