Local RAG with Ollama models and pdf support

❗️ Forked and modified from: https://github.com/pixegami/rag-tutorial-v2

0. Download and install ollama and pull models:

   ollama pull llama3
   ollama pull mxbai-embed-large
   

1. Create and activate enviroment:

   python -m venv .venv
   source .venv/bin/activate
   

2. Install dependencies:

   pip install requirements.txt
   

3. Add pdf files to data folder

4. Run streamlit app:

   streamlit run app.py
   

   If there is another streamlit installed you can run streamlit from specified enviroment:

   .venv/bin/python -m streamlit run app.py
   

5. Press Load button for getting embeddings of pdf-file(s)

6. Ask model about content