Posts By

Tomaž Bratanič

Graph ML and GenAI Research, Neo4j

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

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

8 min read

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

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

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

9 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
GenAI Stack Walkthrough: Behind the Scenes With Neo4j, LangChain, and Ollama in Docker

GenAI Stack Walkthrough: Behind the Scenes With Neo4j, LangChain, and Ollama in Docker

13 min read

The Limitations of Text Embeddings in RAG Applications

15 min read

Knowledge Graphs and LLMs: Fine-Tuning vs. Retrieval-Augmented Generation

14 min read

Integrating Microsoft GraphRAG Into Neo4j

17 min read