iyaja /llama-fs

A self-organizing file system with llama 3

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Jupyter NotebookCreated 2024-05-12
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README

LlamaFS



 Inspiration

Watch the explainer video

Open your ~/Downloads directory. Or your Desktop. It's probably a mess...

 There are only two hard things in Computer Science: cache invalidation and naming things.

 What it does

LlamaFS is a self-organizing file manager. It automatically renames and organizes your files based on their content and well-known conventions (e.g., time). It supports many kinds of files, including images (through Moondream) and audio (through Whisper).

LlamaFS runs in two "modes" - as a batch job (batch mode), and an interactive daemon (watch mode).

In batch mode, you can send a directory to LlamaFS, and it will return a suggested file structure and organize your files.

In watch mode, LlamaFS starts a daemon that watches your directory. It intercepts all filesystem operations and uses your most recent edits to proactively learn how you rename file. For example, if you create a folder for your 2023 tax documents, and start moving 1-3 files in it, LlamaFS will automatically create and move the files for you!

Uh... Sending all my personal files to an API provider?! No thank you!

It also has a toggle for "incognito mode," allowing you route every request through Ollama instead of Groq. Since they use the same Llama 3 model, the perform identically.

 How we built it

We built LlamaFS on a Python backend, leveraging the Llama3 model through Groq for file content summarization and tree structuring. For local processing, we integrated Ollama running the same model to ensure privacy in incognito mode. The frontend is crafted with Electron, providing a sleek, user-friendly interface that allows users to interact with the suggested file structures before finalizing changes.

- It's extremely fast! (by LLM standards)! Most file operations are processed in /Downloads/", "instruction": "string", "incognito": false}'

Snapshot: 2026-11-04T14:00:00Z · Data license Apache-2.0 · JSON