this post was submitted on 30 Dec 2023
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MemoryCache is an experimental developer project to turn a local desktop environment into an on-device AI agent.

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[–] Newtra@pawb.social 57 points 8 months ago* (last edited 8 months ago) (2 children)

The website does a bad job explaining what its current state actually is. Here's the GitHub repo's explanation:

Memory Cache is a project that allows you to save a webpage while you're browsing in Firefox as a PDF, and save it to a synchronized folder that can be used in conjunction with privateGPT to augment a local language model.

So it's just a way to get data from browser into privateGPT, which is:

PrivateGPT is a production-ready AI project that allows you to ask questions about your documents using the power of Large Language Models (LLMs), even in scenarios without an Internet connection. The project provides an API offering all the primitives required to build private, context-aware AI applications.

So basically something you can ask questions like "how much butter is needed for that recipe I saw last week?" and "what are the big trends across the news sites I've looked at recently?". But eventually it'll automatically summarize and data mine everything you look at to help you learn/explore.

Neat.

[–] gunpachi@lemmings.world 10 points 8 months ago

They should find a better fitting name than MemoryCache. Thanks for this comment.

[–] douglasg14b@lemmy.world 9 points 8 months ago

Damn, this is EXACTLY the kind of project I've been seeking out and trying to figure out.

I want all my browsing habits stored locally for AI to tell me what I saw, or to find something I read, or to dig up a citation I swear exists.

[–] AtmaJnana@lemmy.world 19 points 8 months ago (1 children)

Interesting project. Terrible name.

[–] recapitated@lemmy.world 1 points 8 months ago

Instead of saying "I googled it", we can say "I memcached it" 🤔

[–] themurphy@lemmy.world 11 points 8 months ago

This thing sounds mostly like a way to explore the possibilities with AI. Which I'm all for.

It sounds like it will learn from what you do in your browser, and as we are humans and therefore have alot of habits, then we might find this tool useful!

[–] BetaDoggo_@lemmy.world 5 points 8 months ago

We're not breaking ground on AI innovation (in fact, we're using an old, "deprecated" file format from a whole six months ago)

The ggml format isn't "deprecated" it's completely dead. In those 6 months we've also seen 2-4x speedups on some systems, not to mention improved accuracy via kquants. I don't know why they would build out a new extension with such an ancient dependency.

[–] LWD@lemm.ee 3 points 8 months ago* (last edited 8 months ago)
[–] GTG3000@programming.dev 2 points 8 months ago

This seems interesting.

[–] moon@lemmy.cafe 1 points 8 months ago

Why does it have such a generic name that has nothing to do with the project? Also as soon as I see "privacy and terms of conditions" it raised red flags when it's supposed to be on device.

[–] KingThrillgore@lemmy.ml -4 points 8 months ago

I've been holding back my Mozilla funding because they are shirking work on Firefox and Servo