mirror of
https://github.com/nomic-ai/gpt4all
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199 lines
8.0 KiB
Markdown
199 lines
8.0 KiB
Markdown
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# GPT4All CLI
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The GPT4All command-line interface (CLI) is a Python script which is built on top of the
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[Python bindings][docs-bindings-python] ([repository][repo-bindings-python]) and the [typer]
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package. The source code, README, and local build instructions can be found
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[here][repo-bindings-cli].
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[docs-bindings-python]: gpt4all_python.html
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[repo-bindings-python]: https://github.com/nomic-ai/gpt4all/tree/main/gpt4all-bindings/python
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[repo-bindings-cli]: https://github.com/nomic-ai/gpt4all/tree/main/gpt4all-bindings/cli
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[typer]: https://typer.tiangolo.com/
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## Installation
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### The Short Version
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The CLI is a Python script called [app.py]. If you're already familiar with Python best practices,
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the short version is to [download app.py][app.py-download] into a folder of your choice, install
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the two required dependencies with some variant of:
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```shell
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pip install gpt4all typer
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```
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Then run it with a variant of:
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```shell
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python app.py repl
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```
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In case you're wondering, _REPL_ is an acronym for [read-eval-print loop][wiki-repl].
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[app.py]: https://github.com/nomic-ai/gpt4all/blob/main/gpt4all-bindings/cli/app.py
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[app.py-download]: https://raw.githubusercontent.com/nomic-ai/gpt4all/main/gpt4all-bindings/cli/app.py
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[wiki-repl]: https://en.wikipedia.org/wiki/Read%E2%80%93eval%E2%80%93print_loop
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### Recommendations & The Long Version
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Especially if you have several applications/libraries which depend on Python, to avoid descending
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into dependency hell at some point, you should:
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- Consider to always install into some kind of [_virtual environment_][venv].
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- On a _Unix-like_ system, don't use `sudo` for anything other than packages provided by the system
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package manager, i.e. never with `pip`.
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[venv]: https://docs.python.org/3/library/venv.html
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There are several ways and tools available to do this, so below are descriptions on how to install
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with a _virtual environment_ (recommended) or a user installation on all three main platforms.
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Different platforms can have slightly different ways to start the Python interpreter itself.
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Note: _Typer_ has an optional dependency for more fanciful output. If you want that, replace `typer`
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with `typer[all]` in the pip-install instructions below.
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#### Virtual Environment Installation
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You can name your _virtual environment_ folder for the CLI whatever you like. In the following,
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`gpt4all-cli` is used throughout.
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##### macOS
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There are at least three ways to have a Python installation on _macOS_, and possibly not all of them
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provide a full installation of Python and its tools. When in doubt, try the following:
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```shell
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python3 -m venv --help
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python3 -m pip --help
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```
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Both should print the help for the `venv` and `pip` commands, respectively. If they don't, consult
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the documentation of your Python installation on how to enable them, or download a separate Python
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variant, for example try an [unified installer package from python.org][python.org-downloads].
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[python.org-downloads]: https://www.python.org/downloads/
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Once ready, do:
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```shell
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python3 -m venv gpt4all-cli
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. gpt4all-cli/bin/activate
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python3 -m pip install gpt4all typer
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```
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##### Windows
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Download the [official installer from python.org][python.org-downloads] if Python isn't already
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present on your system.
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A _Windows_ installation should already provide all the components for a _virtual environment_. Run:
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```shell
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py -3 -m venv gpt4all-cli
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gpt4all-cli\Scripts\activate
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py -m pip install gpt4all typer
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```
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##### Linux
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On Linux, a Python installation is often split into several packages and not all are necessarily
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installed by default. For example, on Debian/Ubuntu and derived distros, you will want to ensure
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their presence with the following:
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```shell
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sudo apt-get install python3-venv python3-pip
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```
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The next steps are similar to the other platforms:
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```shell
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python3 -m venv gpt4all-cli
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. gpt4all-cli/bin/activate
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python3 -m pip install gpt4all typer
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```
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On other distros, the situation might be different. Especially the package names can vary a lot.
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You'll have to look it up in the documentation, software directory, or package search.
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#### User Installation
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##### macOS
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There are at least three ways to have a Python installation on _macOS_, and possibly not all of them
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provide a full installation of Python and its tools. When in doubt, try the following:
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```shell
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python3 -m pip --help
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```
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That should print the help for the `pip` command. If it doesn't, consult the documentation of your
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Python installation on how to enable them, or download a separate Python variant, for example try an
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[unified installer package from python.org][python.org-downloads].
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Once ready, do:
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```shell
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python3 -m pip install --user --upgrade gpt4all typer
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```
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##### Windows
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Download the [official installer from python.org][python.org-downloads] if Python isn't already
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present on your system. It includes all the necessary components. Run:
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```shell
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py -3 -m pip install --user --upgrade gpt4all typer
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```
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##### Linux
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On Linux, a Python installation is often split into several packages and not all are necessarily
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installed by default. For example, on Debian/Ubuntu and derived distros, you will want to ensure
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their presence with the following:
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```shell
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sudo apt-get install python3-pip
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```
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The next steps are similar to the other platforms:
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```shell
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python3 -m pip install --user --upgrade gpt4all typer
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```
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On other distros, the situation might be different. Especially the package names can vary a lot.
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You'll have to look it up in the documentation, software directory, or package search.
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## Running the CLI
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The CLI is a self-contained script called [app.py]. As such, you can [download][app.py-download]
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and save it anywhere you like, as long as the Python interpreter has access to the mentioned
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dependencies.
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Note: different platforms can have slightly different ways to start Python. Whereas below the
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interpreter command is written as `python` you typically want to type instead:
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- On _Unix-like_ systems: `python3`
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- On _Windows_: `py -3`
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The simplest way to start the CLI is:
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```shell
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python app.py repl
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```
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This automatically selects the [groovy] model and downloads it into the `.cache/gpt4all/` folder
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of your home directory, if not already present.
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[groovy]: https://huggingface.co/nomic-ai/gpt4all-j#model-details
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If you want to use a different model, you can do so with the `-m`/`--model` parameter. If only a
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model file name is provided, it will again check in `.cache/gpt4all/` and might start downloading.
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If instead given a path to an existing model, the command could for example look like this:
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```shell
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python app.py repl --model /home/user/my-gpt4all-models/GPT4All-13B-snoozy.ggmlv3.q4_0.bin
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```
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When you're done and want to end a session, simply type `/exit`.
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To get help and information on all the available commands and options on the command-line, run:
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```shell
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python app.py --help
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```
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And while inside the running _REPL_, write `/help`.
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Note that if you've installed the required packages into a _virtual environment_, you don't need
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to activate that every time you want to run the CLI. Instead, you can just start it with the Python
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interpreter in the folder `gpt4all-cli/bin/` (_Unix-like_) or `gpt4all-cli/Script/` (_Windows_).
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That also makes it easy to set an alias e.g. in [Bash][bash-aliases] or [PowerShell][posh-aliases]:
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- Bash: `alias gpt4all="'/full/path/to/gpt4all-cli/bin/python' '/full/path/to/app.py' repl"`
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- PowerShell:
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```posh
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Function GPT4All-Venv-CLI {"C:\full\path\to\gpt4all-cli\Scripts\python.exe" "C:\full\path\to\app.py" repl}
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Set-Alias -Name gpt4all -Value GPT4All-Venv-CLI
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```
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Don't forget to save these in the start-up file of your shell.
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[bash-aliases]: https://www.gnu.org/software/bash/manual/html_node/Aliases.html
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[posh-aliases]: https://learn.microsoft.com/en-us/powershell/module/microsoft.powershell.utility/set-alias
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Finally, if on _Windows_ you see a box instead of an arrow `⇢` as the prompt character, you should
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change the console font to one which offers better Unicode support.
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