Graph-Based Relationships
Hybrid search has limitations in capturing relationships between entities, particularly when using traditional embeddings. By modeling connections explicitly as triples, where entities are linked through defined relationships, one can enhance the retrieval process. This approach allows for a richer context in language model generation, effectively combining dense embeddings with graph traversal for improved accuracy in answers.In this clip
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GraphRAG (beyond the hype)
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