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Rust-LLm webapp

A chatbot webapp with backend and frontend made using only Rust, the webapp is designed with TailwindCSS and the model used is an open source language model downloaded from HuggingFace.

Setup Instructions

Hardware

The project is using CUDA acceleration for faster responses

Installations:

rustup toolchain install nightly
rustup target add wasm32-unknown-unknown
cargo install trunk cargo-leptos
npm install -D tailwindcss

Model

You'll also need to download a model (in GGML format) of your choice that is supported by the Rustformers/llm Crate.

Replace the value of the MODEL_PATH enviroment variable in the .env file with the path to the model file

Run on your system

  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
  2. run cargo leptos watch in the project directory.
  3. In in your browser, navigate to http://127.0.0.1:3000

Model Used

https://huggingface.co/davzoku/cria-llama2-7b-v1.3-GGML