SocialGenPod: Privacy-Friendly Generative AI Social Web Applications with Decentralised Personal Data Stores

arXiv:2403.10408v1 Announce Type: cross
Abstract: We present SocialGenPod, a decentralised and privacy-friendly way of deploying generative AI Web applications. Unlike centralised Web and data architectures that keep user data tied to application and service providers, we show how one can use Solid -- a decentralised Web specification -- to decouple user data from generative AI applications. We demonstrate SocialGenPod using a prototype that allows users to converse with different Large Language Models, optionally leveraging Retrieval Augmented Generation to generate answers …

applications arxiv cs.cr cs.cy cs.ir cs.lg cs.si data data stores decentralised generative personal data privacy social stores type web