This repo is a collection of simple script to show how to work with AI.

Simply run the Makefile

make

and install dependencies

pip3 install poetry
poetry install

To execute any script:

poetry run python <name_of_the_script>.py

make run

You can modify the model using Modelfile and use it with

make run-new-model

Execute a shell with a simple chat where you can interact with the Model

poetry run python basic_chat.py

This time, we use langchain to interact with the model

poetry run python langchain_chat.py

Show you how to add files into the model and how to interact with them

poetry run python langchain_add_files.py

Access to a website and extract a summarization of it

poetry run python langchain_summarize.py

How to generate synthetic data from a prompt

poetry run python synthetic_data.py