Django local AI

Run a local AI from Django with Llama.cpp

Install

Clone the repository and install the dependencies:

git clone https://github.com/emencia/django-local-ai
cd django-local-ai
make install

In case of an error Failed to build llama-cpp-python try this and run again:

source .venv/bin/activate
export SETUPTOOLS_USE_DISTUTILS=stdlib
pip install --upgrade --force-reinstall setuptools

Get a language model

To make this work you need a Llama.cpp gguf quantitized language model. We will use Mistral 7B Instruct from this repository:

cd some/dir/where/to/put/your/models
wget https://huggingface.co/TheBloke/Mistral-7B-Instruct-v0.1-GGUF/resolve/main/mistral-7b-instruct-v0.1.Q4_K_M.gguf

Settings

Change the LLM_MODELS_DIR setting in main/settings.py to your model directory path.

Change the LLM_DEFAULT_MODEL setting in main/settings.py if you want to use another model. Use an absolute path.

Run

Run the http server:

make run

Create a superuser:

make superuser

Open the frontend at localhost:8000 and the admin at localhost:8000/admin/