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A simple ChatGPT clone in Rust on both the frontend and backend. Uses open source language models and TailwindCSS.
| Date | Stars |
|---|---|
| 2026-07-31 | 437 |
| 2026-08-04 | 437 |
| 2026-08-06 | 437 |
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<picture> <img src="https://raw.githubusercontent.com/Me163/rusty_llama/main/demo.gif" /> </picture> # Rusty Llama Webapp A simple webapp to showcase the ability to write a simple chatbot webapp using only Rust, TailwindCSS and an Open Source language model such as a variant of GPT, LLaMA, etc. ## Setup Instructions ### Hardware By default, the project has Apple's Metal acceleration enabled. If you are not on a macOS system, you may need to disable the `metal` feature in `Cargo.toml`. Similarly, if you are on a system with an Nvidia GPU, you may need to add CUDA as a feature (I haven't tested this, anyone who does so feel free to PR an update to this readme). ### Rust Toolchain You'll need to use the nightly Rust toolchain, and install the `wasm32-unknown-unknown` target as well as the Trunk and `cargo-leptos` tools: ``` rustup toolchain install nightly rustup target add wasm32-unknown-unknown cargo install trunk cargo-leptos ``` ### Model You'll also need to download a model (in GGML format) of your choice that is [supported by the Rustformers/llm Crate](https://huggingface.co/models?search=ggml). In the root of the project directory, you'll find a `.env` file where an environment variable called `MODEL_PATH` is defined. Replace the value with the full path to the desired model file. ### TailwindCSS Install TailwindCSS with `npm install -D tailwindcss` ### Run To run the project locally, 1. run `npx tailwindcss -i ./input.css -o ./style/output.css --watch` in a terminal - this will build `style/output.css` and automatically rebuild when a change is detected in `input.css` 1. `cargo leptos watch` in the project directory. 1. In in your browser, navigate to [http://localhost:3000/?](http://localhost:3000/?) ## Tested Models * [Wizard-Vicuna-7B-Uncensored.ggmlv3.q8_0.bin](https://huggingface.co/TheBloke/Wizard-Vicuna-7B-Uncensored-GGML) * [Wizard-Vicuna-7B-Uncensored.ggmlv3.q4_K_S.bin](https://huggingface.co/TheBloke/Wizard-Vicuna-7B-Uncensored-GGML) * [Wizard-Vicuna-30B-Uncensored.ggmlv3.q2_K.bin](https://huggingface.co/TheBloke/Wizard-Vicuna-30B-Uncensored-GGML) <picture> <img src="https://raw.githubusercontent.com/Me163/rusty_llama/main/metal_llama.png" /> </picture>
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Read on GitHubWould you bet a product on this? Bounded 0–100 and slow moving.
matched fp:d3bb6acab6c8e765, llm:description: 'A simple ChatGPT clone in Rust on both the frontend and backend. Uses open source language models and TailwindCSS.'
matched fp:d3bb6acab6c8e765, llm:description: 'A simple ChatGPT clone in Rust on both the frontend and backend. Uses open source language models and TailwindCSS.'
matched fp:d3bb6acab6c8e765, llm:description: 'A simple ChatGPT clone in Rust on both the frontend and backend. Uses open source language models and TailwindCSS.'