Track 5: RAG: Retrieval-Augmented Generation
Advanced RAG: Vector Databases, Hybrid Search, GraphRAG & Agentic RAG
45 lessons
Track 15: Frontier and Advanced, Frontier Agent Engineering
Knowledge Graphs for Agents: Query and Update Tools
Give an agent a graph it can query and update.
Get notified on YouTube Udemy certificate: coming soon
Course
Advanced RAG: Vector Databases, Hybrid Search, GraphRAG & Agentic RAG
Udemy: coming soon
Tools
- Neo4j (freemium)
- Microsoft GraphRAG (open-source, free)
Watch first
Then try
In this module
- Why Agents Fail in Production, and Service Levels
- Agent Reliability: Retries, Idempotency, Checkpoints
- Multimodal Agents: Screens, Documents and Voice in One Loop
- Knowledge Graphs for Agents: Query and Update Tools
- Durable Long-Running Agents: Resume After a Crash
- RL Fine-Tuning for Agents: GRPO on Tool Use
- Project: Agent With Knowledge-Graph Memory
The course this lesson belongs to