whis-cli 0.1.0a3

A tiny Linux command whisperer that suggests shell commands based on natural language.

A tiny Linux command whisperer (Alpha version)

WHIS is a tiny Linux command whisperer/generator based on LLM, written in Python.

The main goals are:

• minimal interruption of the workflow
• fast
• free and unlimited suggestions (with local LLM)
• privacy (with local LLM)
• minimalistic interface

Alpha version

Please note that this is an Alpha version and is not ready for production use.
So far it's only tested on Ubuntu 24.04 and Python 3.12.

Usage

Install

1. Install pipx
   • Follow the official guide: https://github.com/pipxproject/pipx
2. Install WHIS with pipx
   • pipx install whis-cli
3. Configure your provider and model by either
   • a) Config file: ~/.config/whis/config.toml (or XDG_CONFIG_HOME/whis/config.toml if you use a different location)
     • create/edit the file with:

       llm_provider = "ollama"   # e.g. ollama, openai
       llm_model = "qwen2:7b"    # e.g. qwen2:7b, gpt-4o-mini
       

   • b) Environment variables (have priority over config file)
     • WHIS_LLM_PROVIDER
     • WHIS_LLM_MODEL
4. Run whis interactive session by running whis in terminal

---

Todo (business logic)

• one-shot mode: whis "list mp3 files" without the interactive session
• explain command that sends request for a brief explanation of the command
  • should use a new conversation without a previous context
• continue - loads old session and continues refining
• API support
  • Gemini
  • Anthropic
  • OpenAI-compatible API (LM Studio, LocalAI...)
• dangerous commands red warning (e.g. rm stuff)
• whis inner history - arrow up should get the latest input even after session restart

• interactive configuration

  • whis config
    • provider, model
    • action - copy+paste, copy, maybe execute?
• other modes (current "quit then paste" feels unreliable)
  • copy to clipboard
  • execute directly (dangerous)
• more dynamic context in system prompt (OS, pwd, git branch, etc.) - some might need user permission
• command syntax check before suggestion
• use one specific color for all responses and another for user inputs

Todo (technical)

• Python versions support (3.10+)
• tests
• consider click for CLI
• checks
  • flake8
  • black
  • isort
  • mypy
• better command pasting (now it uses xdotool and xclip with process forking) using bash functions
• there seems to be a conflict between black and ruff