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GitHub - mithril-security/blind_chat: A fully in-browser privacy solution to make Conversational AI privacy-friendly

Sep 25, 2023 - github.com
BlindChat is an open-source project aimed at creating a private, in-browser Conversational AI. Unlike most AI solutions that require users to send their data to AI providers, BlindChat ensures users' data remains private and under their control at all times. The project offers two modes for data privacy: on-device inference, where the model is sent to the user's browser and inference is performed on-device, and Zero-trust AI APIs, where data is sent to a secure environment called an enclave for remote inference.

The project is designed for both end users and developers. For end users, it provides a privacy-by-design alternative to current AI services that often require users to give up their data. For developers, it offers an easy-to-customize and deploy solution for privacy-by-design Conversational AI. The project's roadmap includes features like revamping of Hugging Face Chat UI, integration of privacy-by-design inference with local model, local caching of conversations, and more.

Key takeaways:

  • BlindChat is an open-source project aimed at creating a fully in-browser and private Conversational AI, providing an alternative to existing AI solutions that require users to send their data to AI providers.
  • BlindChat ensures users' data privacy by performing local inference or using secure isolated environments called secure enclaves. It offers two modes: on-device inference and confidential AI APIs with enclaves.
  • The project is designed for both end users who want privacy-by-design alternatives and developers who want to serve privacy-by-design Conversational AI.
  • BlindChat is a fork from the Hugging Face Chat UI project, with modifications to ensure privacy by handling various tasks usually done by the server on the browser instead.
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