Chat

A simple natural language to shell command translator using Ollama with the codestral LLM.

Currently it supports only zsh and MacOS.

Demo

Pre-requisites

Ollama must be installed and up and running. The codestral model must be available.

Run Ollama in the background and pull the codestral LLM before using the chatbot:

ollama serve &

ollama pull codestral

Build and Run

Build the project by running:

cargo build --release

Run the chat from cargo:

cargo run

Install the chatbot by placing the binary from target/release/chat in your path.

Usage

For now the chat is a simple terminal chatbot. You can chat with it by running:

chat

Future Work

• Add a non-interactive mode and execute the commands directly
• Add chat history
• Add a feature which explains the generated command
• Make it configurable to use different LLMs
• Make it configurable to support different additional tools installed on the machine
• Add support for more shells
• Add support for other OSs

Know Issues

These are known issue and will be fixed in the future:

• Sometimes the model will not return only the command but also some explanation.
• Very complex workflows might fail to generate the correct command.