RAG experiments

Experiments for the implementation of a RAG that help in the search for pertinent information from the automotive world. Being powered by high quality manuals provided by Doutor IE.

How to run:

In the src directory you will be able to see different apps with different purposes. Among them, the main one is st-app.py and retrievel.py, which presents a Streamlit application for the current version of RAG. Run the following command to run this application:

source venv/bin/activate

streamlit run src/st-app.py

OR

streamlit run src/retrievel.py

Necessary services:

The RAG uses Llama 3.1 8b as its main model. This must be running locally with ollama. In addition, it is also necessary to have an instance of Qdrant also running locally on port 6333 or 8888.