AI Enhancement with Knowledge Graphs - Mastering RAG Systems
Completed by FABIAN ROMERO HERNANDEZ
February 23, 2025
5 hours (approximately)
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What you will learn
Build and query advanced Knowledge Graphs using Neo4j for practical applications.
Integrate Knowledge Graphs with RAG workflows to improve AI system performance.
Create vector indexes and embeddings for enhanced data retrieval and contextualization.
Design end-to-end RAG-powered Knowledge Graphs, from data extraction to AI application.
Skills you will gain
- Category: Embeddings
- Category: Vector Databases
- Category: Data Processing
- Category: Query Languages
- Category: Development Environment
- Category: Interactive Data Visualization
- Category: AI Workflows
- Category: Retrieval-Augmented Generation
- Category: AI Integrations
- Category: Large Language Modeling
- Category: LLM Application
- Category: Graph Theory
