Medium

Tomaz Bratanic

10.2K followers

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Neo4j Developer Blog

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Tomaz Bratanic

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Jun 25

Orchestrating an Agentic Memory System: Tools, Hooks, and the Wiring That Makes Agents Learn

Part 1B of the series. Where the first part (1A) made the architectural argument, this post shows how we wired the first iteration of it…

Orchestrating an Agentic Memory System: Tools, Hooks, and the Wiring That Makes Agents Learn

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Neo4j Developer Blog

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Tomaz Bratanic

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May 1

Introducing Neo4j Agent Skills

Teaching agents the latest Cypher and Neo4j patterns

Introducing Neo4j Agent Skills

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Neo4j Developer Blog

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Tomaz Bratanic

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Apr 24

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

An exploration into creating a closed-loop system where agents don’t just execute tasks, but learn and evolve through a dedicated memory…

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

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Neo4j Developer Blog

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Tomaz Bratanic

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Apr 2

Automagic Metadata Filtering MCP in Neo4j

Point it at Neo4j and watch it configure its own tools for complex vector search

Automagic Metadata Filtering MCP in Neo4j

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Neo4j Developer Blog

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Tomaz Bratanic

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Dec 8, 2025

Agentic Graph Analytics With External MCP Providers and Neo4j

Building modular graph analytics pipelines with Neo4j Aura Graph Analytics and external data sources

Agentic Graph Analytics With External MCP Providers and Neo4j

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Neo4j Developer Blog

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Tomaz Bratanic

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Nov 24, 2025

Implementing DRIFT Search With Neo4j and LlamaIndex

Combining global and local search to get the most accurate response

Implementing DRIFT Search With Neo4j and LlamaIndex

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Neo4j Developer Blog

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Tomaz Bratanic

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Oct 7, 2025

Production-Proofing Your Neo4j Cypher MCP Server

MCP Cypher server introduces token limits, read-only execution, timeouts, and more.

Production-Proofing Your Neo4j Cypher MCP Server

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Neo4j Developer Blog

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Tomaz Bratanic

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Sep 3, 2025

Implementing Neo4j GraphRAG Retrievers as MCP Server

Expand your MCP toolbox with Vector Cypher search and other GraphRAG retrievers

Implementing Neo4j GraphRAG Retrievers as MCP Server

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Neo4j Developer Blog

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Tomaz Bratanic

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Sep 2, 2025

Evaluating Graph Retrieval in MCP Agentic Systems

A framework for measuring retrieval quality in Model Context Protocol agents

Evaluating Graph Retrieval in MCP Agentic Systems

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Neo4j Developer Blog

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Tomaz Bratanic

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Aug 20, 2025

From Legal Documents to Knowledge Graphs

Use LlamaCloud to extract information and construct legal graphs in Neo4j

From Legal Documents to Knowledge Graphs

Tomaz Bratanic

Tomaz Bratanic

10.2K followers

Data explorer. Turn everything into a graph. Author of Graph algorithms for Data Science at Manning publication. http://mng.bz/GGVN

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