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WEBINAR - NOVEMBER, 19TH 12PM EST; 5PM BST
Lessons Learned Building a RAG App on an MCP-Based Architecture
AI Engineer and Data Scientist from Orbis Holding will show how MCP transforms a brittle LLM - Cypher - execute chain into a reliable, extensible system with tool discovery, validation, and clarification loops.

Catch up on the events you've missed!

Agent Skills, Explained: An Open Standard Meets Graph Engineering in Memgraph
Agents are only as good as the skills and tools we give them. In this community call, we'll dive into Memgraph Skills for agents and humans, a practical approach to packaging graph expertise as reusable, composable skills.

From 20% to 90% Accuracy: How Orbis Rebuilt RAG App with MCP
How Orbis Holding rebuilt a failing RAG system using Memgraph and MCP, boosting query accuracy from 20% to 90% on a 100M-node graph.

Lessons Learned Building a RAG App on an MCP-Based Architecture
Learn how Orbis Holding used MCP to replace fragile LLM → Cypher chains with tool discovery, validation, value inspection, and clarification loops for reliable GraphRAG-powered Q&A system app.
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