Pedro GARCÍA LÓPEZ

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Graph Retrieval Augmented Generation and Knowledge Graphs

The objective of this master’s thesis is to design and evaluate novel Hybrid RAG benchmarks that exploit both serverless vector databases [3] and graph databases. This may involve extending the vector database in Python or incorporating graphrelated functionalities to improve benchmark outcomes. Additionally, a state-of-theart review of Hybrid RAG methods will be conducted, along with an exploration of future research directions to advance this emerging field.

26-NOV-2025

GraphRAG, Knowledge Graphs

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