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8thcross | 9 months ago

building knowledge graphs (GrahRAGs) are obsolete from a acamedic and technical point of view. LLMs are getting better with built in graph networks capable algorithms like SONAR and knowledge embeddings. like someone said - just use Notebook LM instead. But, they are useful in corporate setup when the infrastructure,teams and skills are lagging by years.

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phren0logy|9 months ago

My use case is for documents related to a legal issue, where a foundation model has no knowledge of any of the participants or particular issues. There are many, many such situations. Your statement is ignorant and overly broad.

esafak|9 months ago

That's only true if you can train or fine tune the LLM. If you are merely a user augmenting it with RAG then GraphRAG is perfectly viable.

timfrazer|9 months ago

Could you provide some academic proofs from what I read this isn’t true so I’d be interested to see what you’re referring to