It is by will alone I set my mind in motion
The Mentat Mantra
The Mentats of Dune combine human creativity with computer-like processing - and now you can too.
Mentat is the AI tool that assists you with any coding task, right from your command line.
Unlike Copilot, Mentat coordinates edits across multiple locations and files. And unlike ChatGPT, Mentat already has the context of your project - no copy and pasting required!
Want help understanding a new codebase? Need to add a new feature? Refactor existing code? Mentat can do it!
intro-to-mentat.mp4
See more videos on Twitter or YouTube:
- Intro (2 min - same video as above)
- Explaining and editing Llama2.c (3 min)
- More Mentat features (4 min)
Installation and Setup Demonstration Video
Before installing, it's suggested that you create a virtual environment to install it in:
# Python 3.10 or higher is required
python3 -m venv .venv
source .venv/bin/activate
Note that you'll have to have activated the virtual environment to run mentat if you install it there.
There are then 3 install methods. The first two will just let you run it:
- PyPI:
python -m pip install mentat - Github:
python -m pip install git+https://github.com/AbanteAI/mentat.git
The third option is useful if you'd also like to modify Mentat's code, as well as run it:
git clone https://github.com/AbanteAI/mentat.git
cd mentat
# install with pip in editable mode:
pip install -e .
You'll need to have API access to GPT-4 to run Mentat. There are a few options to provide Mentat with your OpenAI API key:
- Create a
.envfile with the lineOPENAI_API_KEY=<your-api-key>in the directory you plan to run mentat in or in~/.mentat/.env - Run
export OPENAI_API_KEY=<your key here>prior to running Mentat - Place the previous command in your
.bashrcor.zshrcto export your key on every terminal startup
For custom configuration options see configuration.md
Installing universal ctags is helpful if you want to use Mentat with many files. This enables Mentat to better understand your code by building a map of your entire codebase.
See the official instructions for installing univeresal ctags for your specific operating system, however you may be able to install a compatible version with one of the following commands:
OSX
brew update && brew install universal-ctagsUbuntu
sudo apt update && sudo apt install universal-ctagsWindows
choco install universal-ctagsRun Mentat from within your project directory. Mentat uses git, so if your project doesn't already have git set up, run git init. Then you can run Mentat with:
mentat <paths to files or directories>
List the files you would like Mentat to read and edit as arguments. Mentat will add each of them to context, so be careful not to exceed the GPT-4 token context limit. To add multiple files at once, you can also provide directories as arguments. When a directory is provided, Mentat will add all the contained files, except for ones ignored in your .gitignore. In addition to files and directories, you can use glob patterns to add multiple files at once.
Exclude given paths, directories, or glob patterns from Mentat's context. Takes precedence over included file paths.
mentat path/to/directory --exclude exclude_me.py dir1/dir2 **/*.ts
We welcome contributions! To coordinate, make sure to join the Discord server:
The goal for Mentat is to become the best way to write code. Some big improvements coming up are:
- improved user interface and options (VSCode and other editor integrations, etc)
- use with LLMs other than GPT-4
- seamlessly work with codebases much larger than LLM context limits, without requiring users to filter files manually
- improved edit quality
If this is something you'd like to work on, jump right in! And if you want to join the team to work on this full time, message @bio_bootloader on twitter.
To find something specific to work on, take a look at open issues and/or check this Github Project: Mentat Development