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Command-line interface using GPT4ALL bindings

Project description

A simple GNU Readline-based application for interaction with chat-oriented AI models using GPT4All Python bindings.

Contents

Install

The following installation options are available:

Pip

$ pip install git+https://github.com/sergei-mironov/gpt4all-cli.git

Note: pip install gpt4all-cli might also work, but the git+https method would bring the most recent version.

Nix

$ git clone --depth=1 https://github.com/sergei-mironov/gpt4all-cli && cd gpt4all-cli
# Optionally, change the 'nixpkgs' input of the flake.nix to a more suitable
$ nix profile install ".#python-gpt4all-cli"

Usage

usage: gpt4all-cli [-h] [--model-dir MODEL_DIR] [--model MODEL]
                   [--num-threads NUM_THREADS]
                   [--model-temperature MODEL_TEMPERATURE] [--device DEVICE]
                   [--readline-key-send READLINE_KEY_SEND]
                   [--readline-prompt READLINE_PROMPT]
                   [--readline-history FILE] [--revision]

Command-line arguments

options:
  -h, --help            show this help message and exit
  --model-dir MODEL_DIR
                        Model directory to prepend to model file names
  --model MODEL, -m MODEL
                        Model to use for chatbot
  --num-threads NUM_THREADS, -t NUM_THREADS
                        Number of threads to use for chatbot
  --model-temperature MODEL_TEMPERATURE
                        Temperature parameter of the model
  --device DEVICE, -d DEVICE
                        Device to use for chatbot, e.g. gpu, amd, nvidia,
                        intel. Defaults to CPU.
  --readline-key-send READLINE_KEY_SEND
                        Terminal code to treat as Ctrl+Enter (default: \C-k)
  --readline-prompt READLINE_PROMPT
                        Input prompt (default: >>>)
  --readline-history FILE
                        History file name (default is '_gpt4all_cli_history';
                        set empty to disable)
  --revision            Print the revision

The console accepts language defined by the following grammar:

start: (command | escape | text)? (command | escape | text)*
escape.3: /\\./
command.2: /\/exit|\/reset|\/help|\/ask/ | \
           /\/model/ / +/ string | \
           /\/nthreads/ / +/ (number | def) | \
           /\/temp/ / +/ (float | def ) | \
           /\/echo/ | /\/echo/ / /
string: /"[^\"]+"/ | /""/
number: /[0-9]+/
float: /[0-9]+\.[0-9]*/
def: "default"
text: /(.(?!\/|\\))*./s

Example session

$ gpt4all-cli
Type /help or a question followed by the /ask command (or by pressing `C-k` key).
>>> /model "~/.local/share/nomic.ai/GPT4All/Meta-Llama-3-8B-Instruct.Q4_0.gguf"
>>> Hi!
>>> /ask
Hello! I'm happy to help you. What's on your mind?^C
>>> What's your name?
>>> /ask
I don't really have a personal name, but you can call me "Assistant"

Vim integration

Gpt4all-cli is supported by the Litrepl text processor.

Peek 2024-07-19 00-11

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