GraphRAG Courses and Certifications

AI Engineer

GraphRAG - The Marriage of Knowledge Graphs and RAG

Discover how GraphRAG combines Knowledge Graphs with RAG to enhance LLM context, improve AI accuracy, and enable explainable decisions with practical implementation guidance.

• YouTube
• 19 minutes
• On-Demand
• Free Video

AI Engineer

Knowledge Graphs and GraphRAG - Techniques for Building Effective GenAI Applications

Master GraphRAG techniques to overcome GenAI hallucination challenges by integrating vector search with knowledge graphs for enhanced context and real-world applications.

• YouTube
• 1 hour 40 minutes
• On-Demand
• Free Video

Mervin Praison

GraphRAG Advanced: Optimize AI Projects and Reduce Costs

Learn to optimize GraphRAG for AI projects: ingest data, extract info, integrate with Python, create intelligent chatbots, and save costs. Master efficient querying and user-friendly interfaces.

• YouTube
• 13 minutes
• On-Demand
• Free Video

Discover AI

GraphRAG vs In-Context Learning: Comparative Analysis and Performance Differences

Explore the differences between GraphRAG and In-Context Learning systems, comparing their performance, implementation strategies, and optimal use cases for AI reasoning tasks.

• YouTube
• 33 minutes
• On-Demand
• Free Video

GraphRAG Explained: AI Retrieval with Knowledge Graphs and Cypher

Discover how GraphRAG transforms unstructured data into actionable insights using knowledge graphs, graph databases, and Cypher queries, enabling intelligent retrieval and automation across industries.

• YouTube
• 14 minutes
• On-Demand
• Free Video

GraphRAG Explained: AI Retrieval with Knowledge Graphs and Cypher

Discover how GraphRAG transforms unstructured data into actionable insights using knowledge graphs, graph databases, and Cypher queries, enabling intelligent retrieval and automation across industries.

• YouTube
• 14 minutes
• On-Demand
• Free Video

Discover AI

Beyond GraphRAG - Graph Counselor for Adaptive Graph Exploration via Multi-Agent Synergy to Enhance LLM Reasoning

Discover Graph Counselor, a revolutionary multi-agent approach that overcomes GraphRAG limitations through adaptive exploration, enhancing LLM reasoning and factual accuracy in specialized domains.

• YouTube
• 31 minutes
• On-Demand
• Free Video

AI Engineer

Introduction to GraphRAG - Knowledge Graph Construction and Retrieval Patterns

Discover GraphRAG fundamentals from knowledge graph construction to retrieval patterns, combining structured and unstructured data for sophisticated AI solutions.

• YouTube
• 1 hour 19 minutes
• On-Demand
• Free Video

Discover AI

Graph Neural Networks - Graph Attention Networks on Knowledge Graphs with GraphRAG for Large Language Model Reasoning

Explore KERAG_R framework combining Graph Attention Networks with knowledge graphs to enhance LLM reasoning for smarter, fact-grounded recommender systems across domains.

• YouTube
• 27 minutes
• On-Demand
• Free Video

Discover AI

Scaling GraphRAG to Planetary-wide Knowledge Graph

Discover how to scale GraphRAG systems to handle planetary-wide knowledge graphs, exploring advanced techniques for processing millions of documents and multi-path fusion approaches.

• YouTube
• 42 minutes
• On-Demand
• Free Video

AWS Events

Build Your First GraphRAG Powered Agent - No Graph Expert Required

Unlock knowledge trapped in documents by building GraphRAG-powered agents using AI tools in an afternoon. Live demo shows how to create knowledge graphs without expertise.

• YouTube
• 59 minutes
• On-Demand
• Free Video

Nvidia

DGX Spark Live - Process Text for GraphRAG With Up to 120B LLM

Discover how to build context-aware Knowledge Graphs using DGX Spark's 128GB unified memory to process biomedical research papers with up to 120B parameter LLMs for GraphRAG applications.

• YouTube
• 41 minutes
• On-Demand
• Free Video

Discover AI

New DEEP GraphRAG and DW-GRPO - Hierarchical AI Reasoning

Explore Deep GraphRAG's hierarchical topological search and DW-GRPO algorithm that enables 1.5B parameter models to rival 72B performance on complex multi-hop reasoning tasks.

• YouTube
• 26 minutes
• On-Demand
• Free Video

AICamp

Supercharging LLMs with Knowledge Graphs and GraphRAG - Using LLM Agents

Explore cutting-edge applications of LLMs with GraphRAG and intelligent agents, covering implementation strategies, knowledge graph integration, and practical use cases for AI systems.

• YouTube
• 54 minutes
• On-Demand
• Free Video

AI Engineer

GraphRAG Methods to Create Optimized LLM Context Windows for Retrieval

Discover GraphRAG techniques for optimizing LLM context windows in retrieval systems with Microsoft's Senior Principal Data Architect Jonathan Larson.

• YouTube
• 15 minutes
• On-Demand
• Free Video