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Basic RAG and multi-hop reasoning

The New Stack describes using GraphRAG with Python and Neo4j to connect complex enterprise data.

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1 Source, 20d ago, first seen 20d ago

TLDR

The New Stack says basic retrieval-augmented generation (RAG) fails at multi-hop reasoning—answering questions that require multiple connected steps. It presents GraphRAG as a fix, describing an approach that uses Python and Neo4j to connect complex enterprise data.

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509

1 Source, first seen 20d ago

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Combined views

509

1 Source, first seen 20d ago

1 saves

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1 Source

@thenewstackDiscover why basic RAG fails at multi-hop queries and how GraphRAG connects complex enterprise data using Python and Neo4j. Thanks to Andela https://thenewstack.io/graphrag-multi-hop-reasoning-python/?taid=6aa57e11d5b7470001e01fa6&utm_campaign=trueanthem&utm_medium=social&utm_source=twitter20d
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    1 Source

    @thenewstackDiscover why basic RAG fails at multi-hop queries and how GraphRAG connects complex enterprise data using Python and Neo4j. Thanks to Andela https://thenewstack.io/graphrag-multi-hop-reasoning-python/?taid=6aa57e11d5b7470001e01fa6&utm_campaign=trueanthem&utm_medium=social&utm_source=twitter20d
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