Skip to content

mithril-security/blind_chat

Repository files navigation


Logo

🔐 Confidential and trustable AI solutions

Website Blog Docs

We are on a mission to democratize confidential and trustable AI through enclave-based solutions. Enclaves are secure computing environments that combine confidentiality and verifiability to protect critical data during analysis. Learn more about them here!

What are our main solutions?


our-solutions our-solutions-dark

🐱 BlindChat

BlindChat is a confidential & verifiable Conversational AI.

It is available via an easy-to-use web API similar to ChatGPT, Bard, or Claude, but with BlindChat, users have cryptographic guarantees that their prompts remain private from the AI provider (in this case Mithril Security). Not even our admins can access user data.

We achieve this by leveraging a privacy-enhacing technology called enclaves with our underlying core solution, BlindLlama.

Before each connection with BlindChat, we verify the system, providing technical proofs that:

  • we cannot see your data
  • we cannot train on your data
  • we cannot leak your data.

You can test BlindChat here.

demo

🦙 BlindLlama

BlindLlama is the core technology behind BlindChat. It enables AI providers to deploy easy-to-use AI APIs within a privacy-by-design system using enclaves. With BlindLlama, AI providers can provide cryptograhic guarantees that they will not be able to access user data.

🐈 BlindChat Local

BlindChat Local is a variant of the BlindChat project, but instead of protecting user data by deploying our conversational AI server within an enclave - we eliminate the need for a remote server altogether! Instead, BlindChat Local operates entirely in your browser, using transformers.js for local inference and saving conversations in the browser cache - this means your data never leaves your device!

You can try BlindChat local here

Note that the models and performance with BlindChat Local are restricted by the user's device. For best performance, we recommend remote inference with our standard BlindChat solution.

📊 Comparisons

Client-side bandwidth requirements Client-side computing requirements Model capabilities Privacy
⭐ BlindChat with BlindLlama Low Low High High
BlindChat Local High High Low High
Regular AI APIs Low Low High ⚠️ Low

Getting started


📇 Get in touch


We would love to hear your feedback or suggestions, here are the ways you can reach us:

Want to hear more about our work on privacy in the field AI?

  • Check out our blog
  • Subscribe to our newsletter here

Thank you for your support!

About

A fully in-browser privacy solution to make Conversational AI privacy-friendly

Topics

Resources

License

Stars

Watchers

Forks

Releases

No releases published

Packages

No packages published

Contributors 4

  •  
  •  
  •  
  •