Learn to implement Graph RAG using knowledge graphs and vector databases to enhance semantic search, similarity search, and retrieval-augmented generation. The tutorial covers different retrieval methods including vector-based retrieval, prompt-to-query retrieval, and hybrid approaches, using real-world examples and code snippets.
Table of contents
How to Implement Graph RAG Using Knowledge Graphs and Vector DatabasesStep 1: Vector-based retrievalStep 2: use a knowledge graph for data retrievalStep 3: use a vectorized knowledge graph to test data retrievalConclusionsSort: