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"LLMs themselves are a graph database with probabilistic edge traversal" whaat? Do you have any good demos to showcase where graph DBs clearly have an advantag
by Tsarp 7mo ago
"LLMs themselves are a graph database with probabilistic edge traversal" whaat?
Do you have any good demos to showcase where graph DBs clearly have an advantage? Its mostly just toy made demos.
vector embeddings on the other hand no matter how limited clearly have proven themselves useful beyond youtube/linkedin thought leader demos.
- adsharma 7mo agoIt comes from people who develop LLMs. Anthropic and Google. References below. My other favorite quote: transformers are GNNs which won the hardware lottery. Longer form at blog.ladybugmem.ai You want to believe that everything probabilistic has more value and determinism doesn't? Or that the world is made up of tabular data? You have a lot of company. The other side of the argument I believe has a lot of money. https://www.anthropic.com/research/mapping-mind-language-model https://www.anthropic.com/research/mapping-mind-language-mod... https://research.google/blog/patchscopes-a-unifying-framework-for-inspecting-hidden-representations-of-language-models/ https://research.google/blog/patchscopes-a-unifying-framewor...
- Tsarp 7mo agoNot sure how that was the take away from both the posts above. I read the blog post and your website but unfortunately didnt help change my perspective. Thanks for the share